AMD EPYC Turin 8c vs. 12c Memory Channel DDR5 Comparison

AMD EPYC 9655P memory benchmarks by Michael Larabel for a future article.

Compare your own system(s) to this result file with the Phoronix Test Suite by running the command: phoronix-test-suite benchmark 2411164-NE-AMDEPYCTU56
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8c DDR5-6000
November 15
  14 Hours, 53 Minutes
12c DDR5-6000
November 15
  12 Hours, 2 Minutes
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  13 Hours, 27 Minutes
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8c DDR5-6000

Processor: AMD EPYC 9655P 96-Core @ 2.60GHz (96 Cores / 192 Threads), Motherboard: Supermicro Super Server H13SSL-N v1.01 (3.0 BIOS), Chipset: AMD 1Ah, Memory: 8 x 64GB DDR5-6000MT/s, Disk: 3201GB Micron_7450_MTFDKCB3T2TFS, Graphics: ASPEED, Network: 2 x Broadcom NetXtreme BCM5720 PCIe

OS: Ubuntu 24.10, Kernel: 6.12.0-rc7-phx (x86_64), Desktop: GNOME Shell 47.0, Display Server: X Server, Compiler: GCC 14.2.0, File-System: ext4, Screen Resolution: 1024x768

Kernel Notes: Transparent Huge Pages: madvise
Compiler Notes: --build=x86_64-linux-gnu --disable-vtable-verify --disable-werror --enable-bootstrap --enable-cet --enable-checking=release --enable-clocale=gnu --enable-default-pie --enable-gnu-unique-object --enable-languages=c,ada,c++,go,d,fortran,objc,obj-c++,m2,rust --enable-libphobos-checking=release --enable-libstdcxx-backtrace --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-link-serialization=2 --enable-multiarch --enable-multilib --enable-nls --enable-objc-gc=auto --enable-offload-defaulted --enable-offload-targets=nvptx-none=/build/gcc-14-zdkDXv/gcc-14-14.2.0/debian/tmp-nvptx/usr,amdgcn-amdhsa=/build/gcc-14-zdkDXv/gcc-14-14.2.0/debian/tmp-gcn/usr --enable-plugin --enable-shared --enable-threads=posix --host=x86_64-linux-gnu --program-prefix=x86_64-linux-gnu- --target=x86_64-linux-gnu --with-abi=m64 --with-arch-32=i686 --with-build-config=bootstrap-lto-lean --with-default-libstdcxx-abi=new --with-gcc-major-version-only --with-multilib-list=m32,m64,mx32 --with-target-system-zlib=auto --with-tune=generic --without-cuda-driver -v
Processor Notes: Scaling Governor: acpi-cpufreq performance (Boost: Enabled) - CPU Microcode: 0xb002116
Java Notes: OpenJDK Runtime Environment (build 21.0.5+11-Ubuntu-1ubuntu124.10)
Python Notes: Python 3.12.7
Security Notes: gather_data_sampling: Not affected + itlb_multihit: Not affected + l1tf: Not affected + mds: Not affected + meltdown: Not affected + mmio_stale_data: Not affected + reg_file_data_sampling: Not affected + retbleed: Not affected + spec_rstack_overflow: 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; STIBP: always-on; RSB filling; PBRSB-eIBRS: Not affected; BHI: Not affected + srbds: Not affected + tsx_async_abort: Not affected

12c DDR5-6000

Changed Memory to 12 x 64GB DDR5-6000MT/s Micron MTC40F2046S1RC64BDY QSFF.

AMD EPYC Turin 8c vs. 12c Memory Channel DDR5 ComparisonOpenBenchmarking.orgPhoronix Test SuiteAMD EPYC 9655P 96-Core @ 2.60GHz (96 Cores / 192 Threads)Supermicro Super Server H13SSL-N v1.01 (3.0 BIOS)AMD 1Ah8 x 64GB DDR5-6000MT/s12 x 64GB DDR5-6000MT/s Micron MTC40F2046S1RC64BDY QSFF3201GB Micron_7450_MTFDKCB3T2TFSASPEED2 x Broadcom NetXtreme BCM5720 PCIeUbuntu 24.106.12.0-rc7-phx (x86_64)GNOME Shell 47.0X ServerGCC 14.2.0ext41024x768ProcessorMotherboardChipsetMemoryDiskGraphicsNetworkOSKernelDesktopDisplay ServerCompilerFile-SystemScreen ResolutionAMD EPYC Turin 8c Vs. 12c Memory Channel DDR5 Comparison BenchmarksSystem Logs- Transparent Huge Pages: madvise- --build=x86_64-linux-gnu --disable-vtable-verify --disable-werror --enable-bootstrap --enable-cet --enable-checking=release --enable-clocale=gnu --enable-default-pie --enable-gnu-unique-object --enable-languages=c,ada,c++,go,d,fortran,objc,obj-c++,m2,rust --enable-libphobos-checking=release --enable-libstdcxx-backtrace --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-link-serialization=2 --enable-multiarch --enable-multilib --enable-nls --enable-objc-gc=auto --enable-offload-defaulted --enable-offload-targets=nvptx-none=/build/gcc-14-zdkDXv/gcc-14-14.2.0/debian/tmp-nvptx/usr,amdgcn-amdhsa=/build/gcc-14-zdkDXv/gcc-14-14.2.0/debian/tmp-gcn/usr --enable-plugin --enable-shared --enable-threads=posix --host=x86_64-linux-gnu --program-prefix=x86_64-linux-gnu- --target=x86_64-linux-gnu --with-abi=m64 --with-arch-32=i686 --with-build-config=bootstrap-lto-lean --with-default-libstdcxx-abi=new --with-gcc-major-version-only --with-multilib-list=m32,m64,mx32 --with-target-system-zlib=auto --with-tune=generic --without-cuda-driver -v - Scaling Governor: acpi-cpufreq performance (Boost: Enabled) - CPU Microcode: 0xb002116- 8c DDR5-6000: OpenJDK Runtime Environment (build 21.0.5+11-Ubuntu-1ubuntu124.10)- Python 3.12.7- gather_data_sampling: Not affected + itlb_multihit: Not affected + l1tf: Not affected + mds: Not affected + meltdown: Not affected + mmio_stale_data: Not affected + reg_file_data_sampling: Not affected + retbleed: Not affected + spec_rstack_overflow: 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; STIBP: always-on; RSB filling; PBRSB-eIBRS: Not affected; BHI: Not affected + srbds: Not affected + tsx_async_abort: Not affected

8c DDR5-6000 vs. 12c DDR5-6000 ComparisonPhoronix Test SuiteBaseline+13.8%+13.8%+27.6%+27.6%+41.4%+41.4%55.1%53.9%53.9%53.5%52.5%51.7%51.4%50.6%47.5%43.5%42.7%42.3%39.8%37.2%32.3%27.2%26.8%23.4%23.3%22.9%22.8%20.9%20.7%18.5%18.4%18.2%18%17.6%17.4%17%16.1%14.2%14.2%13.4%11.5%11.3%10.4%8.7%8.5%8.2%8%7.9%7.9%7.6%7.3%7.3%7.2%6.8%6.7%6.6%6.6%6.4%6.3%6.2%5.9%5.7%4.9%4.4%4%3.5%3.3%3.3%3.2%2.8%2.7%2.7%2.4%2.3%2.2%2.6%9.2%4.4%6.7%3.3%CopyP.D.F - CPUScaleP.D.F - CPUAddTriad104 104 104 - 60144 144 144 - 60X.b.i.iSP.CChrysler Neon 1MMG.CFT.Cd.M.M.S - Execution Timei.i.1.C.P.DBT.CM.C.F.B.S - 8192 MiBIS.DCPU - 512 - ResNet-50M.C.F.B.S - 4096 MiBAdd - IntegerCopy - IntegerS.w.1.0.6.AScale - Integer1.R.H.D.S.RAverage - IntegerSP.B1.R.H.D.T.RTriad - Integer1.R.H.D.F.R.C.CM.T.E.T.D.F - CPUM.T.E.T.D.F - CPULU.C26Carbon Nanotube26CaffeNet 12-int8 - CPU - StandardN.S.P.L.F - CPU2626CG.CMobilenet QuantMemory Copy - 8192 MiBN.S.P.L.F - CPUMemory Copy - 4096 MiBCompression RatingEP.D7.1%MPI CPU - water_GMX50_bareZFNet-512 - CPU - Standard500MediumR.S.A.F.I - CPUR.S.A.F.I - CPUSmallWritesA.w.3.5.AConeGPT-2 - CPU - StandardLuxCore Benchmark - CPU4.3%FP32MobileNetV3Large5003.6%FastI.R.VT5 Encoder - CPU - StandardDeepLab V3DLSC - CPU3.2%d.S.M.S - Mesh Time2.9%fcn-resnet101-11 - CPU - Standardd.M.M.S - Mesh TimeBosphorus 4K - Super FastFP16MobileNetV3SmallTomographic Model2.3%v.IPreset 8 - Bosphorus 4KBosphorus 4K - Super Fast2%fcn-resnet101-11 - CPU - StandardCaffeNet 12-int8 - CPU - StandardGPT-2 - CPU - StandardZFNet-512 - CPU - StandardT5 Encoder - CPU - StandardStreamOpenVINOStreamOpenVINOStreamStreamHigh Performance Conjugate GradientHigh Performance Conjugate GradientAlgebraic Multi-Grid BenchmarkXcompact3d Incompact3dNAS Parallel BenchmarksOpenRadiossNAS Parallel BenchmarksNAS Parallel BenchmarksOpenFOAMXcompact3d Incompact3dNAS Parallel BenchmarksMBWNAS Parallel BenchmarksTensorFlowMBWRAMspeed SMPRAMspeed SMPNAMDRAMspeed SMPClickHouseRAMspeed SMPNAS Parallel BenchmarksClickHouseRAMspeed SMPClickHouseOpenVINOOpenVINONAS Parallel BenchmarksGraph500GPAWGraph500ONNX RuntimeOpenVINOGraph500Graph500NAS Parallel BenchmarksLiteRTMBWOpenVINOMBW7-Zip CompressionNAS Parallel BenchmarksGROMACSONNX RuntimeApache HTTP ServerWhisperfileOpenVINOOpenVINOWhisperfileApache CassandraNAMDEpochONNX RuntimeLuxCoreRenderXNNPACKnginxASTC EncoderLiteRTONNX RuntimeLiteRTLuxCoreRenderOpenFOAMONNX RuntimeOpenFOAMuvg266XNNPACKSPECFEM3DOpenVKLSVT-AV1KvazaarONNX RuntimeONNX RuntimeONNX RuntimeONNX RuntimeONNX Runtime8c DDR5-600012c DDR5-6000

AMD EPYC Turin 8c vs. 12c Memory Channel DDR5 Comparisonopenvkl: vklBenchmarkCPU ISPCsvt-av1: Preset 3 - Beauty 4K 10-bitpgbench: 1000 - 800 - Read Write - Average Latencypgbench: 1000 - 800 - Read Writehpcg: 144 144 144 - 60openradioss: Chrysler Neon 1Mluxcorerender: Danish Mood - CPUonnx: fcn-resnet101-11 - CPU - Standardonnx: fcn-resnet101-11 - CPU - Standardtensorflow: CPU - 512 - ResNet-50litert: Mobilenet Quantincompact3d: X3D-benchmarking input.i3depoch: Conewhisperfile: Mediumxnnpack: QS8MobileNetV2xnnpack: FP16MobileNetV3Smallxnnpack: FP16MobileNetV3Largexnnpack: FP16MobileNetV2xnnpack: FP16MobileNetV1xnnpack: FP32MobileNetV3Smallxnnpack: FP32MobileNetV3Largexnnpack: FP32MobileNetV2xnnpack: FP32MobileNetV1build-linux-kernel: allmodconfigopenvino: Person Detection FP16 - CPUopenvino: Person Detection FP16 - CPUluxcorerender: DLSC - CPUhpcg: 104 104 104 - 60luxcorerender: LuxCore Benchmark - CPUonnx: CaffeNet 12-int8 - CPU - Standardonnx: CaffeNet 12-int8 - CPU - Standardpgbench: 1000 - 800 - Read Only - Average Latencypgbench: 1000 - 800 - Read Onlysvt-av1: Preset 5 - Beauty 4K 10-bitsvt-av1: Preset 3 - Bosphorus 4Klitert: NASNet Mobilelitert: DeepLab V3litert: Quantized COCO SSD MobileNet v1graph500: 26graph500: 26graph500: 26graph500: 26clickhouse: 100M Rows Hits Dataset, Third Runclickhouse: 100M Rows Hits Dataset, Second Runclickhouse: 100M Rows Hits Dataset, First Run / Cold Cachecassandra: Writesblender: Barbershop - CPU-Onlyopenfoam: drivaerFastback, Medium Mesh Size - Execution Timeopenfoam: drivaerFastback, Medium Mesh Size - Mesh Timewhisperfile: Smallnginx: 500apache: 500svt-av1: Preset 8 - Beauty 4K 10-bitwarpx: Uniform Plasmaopenradioss: INIVOL and Fluid Structure Interaction Drop Containerbuild-godot: Time To Compilelitert: Inception V4onednn: Recurrent Neural Network Training - CPUonednn: Recurrent Neural Network Inference - CPUv-ray: CPUsvt-av1: Preset 13 - Beauty 4K 10-bitmemcached: 1:10memcached: 1:5memcached: 1:100vvenc: Bosphorus 4K - Fastluxcorerender: Orange Juice - CPUopenvino: Face Detection FP16-INT8 - CPUopenvino: Face Detection FP16-INT8 - CPUopenvino: Noise Suppression Poconet-Like FP16 - CPUopenvino: Noise Suppression Poconet-Like FP16 - CPUopenvino: Machine Translation EN To DE FP16 - CPUopenvino: Machine Translation EN To DE FP16 - CPUopenvino: Person Vehicle Bike Detection FP16 - CPUopenvino: Person Vehicle Bike Detection FP16 - CPUopenvino: Person Re-Identification Retail FP16 - CPUopenvino: Person Re-Identification Retail FP16 - CPUopenvino: Road Segmentation ADAS FP16-INT8 - CPUopenvino: Road Segmentation ADAS FP16-INT8 - CPUopenvino: Age Gender Recognition Retail 0013 FP16-INT8 - CPUopenvino: Age Gender Recognition Retail 0013 FP16-INT8 - CPUopenvino: Face Detection Retail FP16-INT8 - CPUopenvino: Face Detection Retail FP16-INT8 - CPUonnx: GPT-2 - CPU - Standardonnx: GPT-2 - CPU - Standardonnx: ZFNet-512 - CPU - Standardonnx: ZFNet-512 - CPU - Standardopenvino: Vehicle Detection FP16-INT8 - CPUopenvino: Vehicle Detection FP16-INT8 - CPUopenvino: Handwritten English Recognition FP16-INT8 - CPUopenvino: Handwritten English Recognition FP16-INT8 - CPUonnx: bertsquad-12 - CPU - Standardonnx: bertsquad-12 - CPU - Standardonnx: yolov4 - CPU - Standardonnx: yolov4 - CPU - Standardonnx: T5 Encoder - CPU - Standardonnx: T5 Encoder - CPU - Standardopenvino: Weld Porosity Detection FP16-INT8 - CPUopenvino: Weld Porosity Detection FP16-INT8 - CPUjohn-the-ripper: MD5john-the-ripper: HMAC-SHA512build2: Time To Compilelitert: Inception ResNet V2litert: Mobilenet Floatlitert: SqueezeNetstargate: 192000 - 512stargate: 192000 - 1024svt-av1: Preset 5 - Bosphorus 4Kmbw: Memory Copy, Fixed Block Size - 8192 MiBsrsran: PDSCH Processor Benchmark, Throughput Totalblender: Pabellon Barcelona - CPU-Onlyrawtherapee: Total Benchmark Timembw: Memory Copy - 8192 MiBblender: Classroom - CPU-Onlycompress-7zip: Decompression Ratingcompress-7zip: Compression Ratingstargate: 96000 - 512liquid-dsp: 192 - 256 - 512liquid-dsp: 128 - 256 - 512john-the-ripper: WPA PSKliquid-dsp: 64 - 256 - 512john-the-ripper: bcryptjohn-the-ripper: Blowfishliquid-dsp: 192 - 256 - 57liquid-dsp: 128 - 256 - 57liquid-dsp: 64 - 256 - 57incompact3d: input.i3d 193 Cells Per Directionbuild-linux-kernel: defconfigstargate: 96000 - 1024gpaw: Carbon Nanotubenpb: EP.Dvvenc: Bosphorus 4K - Fasterwarpx: Plasma Accelerationamg: onednn: Deconvolution Batch shapes_1d - CPUastcenc: Very Thoroughastcenc: Exhaustivesrsran: PUSCH Processor Benchmark, Throughput Totalmbw: Memory Copy, Fixed Block Size - 4096 MiBuvg266: Bosphorus 4K - Slowblender: Fishy Cat - CPU-Onlyastcenc: Fastgromacs: MPI CPU - water_GMX50_bareuvg266: Bosphorus 4K - Mediummbw: Memory Copy - 4096 MiBspecfem3d: Water-layered Halfspaceminibude: OpenMP - BM2minibude: OpenMP - BM2npb: CG.Cblender: Junkshop - CPU-Onlyspecfem3d: Layered Halfspacenamd: STMV with 1,066,628 Atomsopenfoam: drivaerFastback, Small Mesh Size - Execution Timeopenfoam: drivaerFastback, Small Mesh Size - Mesh Timeramspeed: Add - Integerramspeed: Copy - Integerramspeed: Average - Integeronednn: IP Shapes 1D - CPUramspeed: Triad - Integerramspeed: Scale - Integersvt-av1: Preset 8 - Bosphorus 4Kblender: BMW27 - CPU-Onlykvazaar: Bosphorus 4K - Slowkvazaar: Bosphorus 4K - Mediumspecfem3d: Mount St. Helensnpb: SP.Cspecfem3d: Homogeneous Halfspacenpb: BT.Cspecfem3d: Tomographic Modelnpb: SP.Bonednn: IP Shapes 3D - CPUastcenc: Thoroughuvg266: Bosphorus 4K - Super Fastuvg266: Bosphorus 4K - Very Fastuvg266: Bosphorus 4K - Ultra Fastluxcorerender: Rainbow Colors and Prism - CPUnpb: LU.Cnpb: IS.Dnpb: MG.Cm-queens: Time To Solvestream: Copykvazaar: Bosphorus 4K - Very Fastkvazaar: Bosphorus 4K - Super Fastsvt-av1: Preset 13 - Bosphorus 4Kkvazaar: Bosphorus 4K - Ultra Fastonednn: Convolution Batch Shapes Auto - CPUnamd: ATPase with 327,506 Atomsnpb: FT.Castcenc: Mediumonednn: Deconvolution Batch shapes_3d - CPUnpb: EP.Cstream: Addstream: Triadstream: Scale8c DDR5-600012c DDR5-600027621.8467.13611217541.0157129.1712.06109.0059.18611196.476260.21292.578786196.03215.522899968108101325790944570105341418992364596196.240106.96449.2317.0141.318612.921.047505958.5760.25431492777.68715.603100519.411817.97110.1267670900049779800013944500001365800000651.48652.53637.67422312121.15254.29552109.1954396.68799523766.78159864.9913.51216.4537358079.9980.87443959.9429.684277.99619814517.1106752055.123711825.7512031156.039.59824.15330.13145.1112.427314.9264.75740.137.536329.604.5610448.9220.852291.090.33166363.913.9723443.865.34359187.1256.50761153.6375.808240.9827.063543.7946.202621.647882.943412.06054.24372235.5966.7014026.362140833341332633353.55159977.84441.277048.393.8963114.38897456.08818188.11126209.941.1836.22823357.88935.516265537270455.91859521367666671956333333101933314176333332370552374585955433333505320000032141333339.0141642922.5556.51734928.56014658.2522.63525.7628227220852180006.8440211.63037.13396238.118332.40930.3018.551072.781916.65432.9223448.63314.355377904288.3517208.77960572.2016.8013.8612520993.5595322.64837822.29707299666.50115580.47110436.650.529052104337.42117864.04182.60813.0944.7645.385.855350933108558.218.198005837284718.536.626369356169436.810.26555882.189665.5266.1266.8627.85275011.415653.35105206.587.229221234.489.3393.40430.86896.720.34137411.62457120202.20568.33630.71536311375.83233276.2229604.0204677.828251.8527.03711374561.772290.7712.03106.21339.44076241.555800.65203.937052186.85202.1590910095105591307489824611104181364392424629193.34669.48689.5016.4962.544112.390.9595311041.950.25431550367.69915.68499408.311450.97211.9974713800055493600015057100001478180000765.07771.05740.15447176120.83192.22721106.3117791.05176505484.86170467.3713.55416.2745715279.4280.55244088.3425.784277.64319976917.1456670118.943701189.2311923788.439.64324.19330.01145.1011.577934.4056.71844.937.486380.584.5610462.5619.612437.930.33166983.333.9623427.505.11928195.2766.09718163.9765.808240.4027.013551.3545.406722.023881.881612.21494.10880243.3286.7114006.152168100041347433353.43958054.34399.487051.593.9321794.42957056.43822449.82625941.941.2535.85425126.49235.436272157792425.94397921492000001952100000102333314129666672375422375155958600000496343333331959000007.0849269222.2246.53932225.66013685.9722.96025.8510977230762863336.7673611.62777.13346237.722520.67430.4018.461109.950117.78733.0425160.63214.275555136286.8587171.45165380.5816.7513.7000752294.2171722.40856822.944605120526.51139450.46130318.770.531984122052.34139548.85186.68713.1444.7945.305.778714613154965.848.194862498361153.066.777958300199255.890.26679182.279567.2667.2467.6528.23311883.806970.89147097.417.214343229.390.4691.54435.38296.070.34359312.28998164903.45568.82620.71637311230.81355858.4348347.3314946.5OpenBenchmarking.org

OpenVKL

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

OpenBenchmarking.orgItems / Sec, More Is BetterOpenVKL 2.0.0Benchmark: vklBenchmarkCPU ISPC12c DDR5-60008c DDR5-60006001200180024003000SE +/- 1.76, N = 3SE +/- 1.53, N = 328252762MIN: 217 / MAX: 36373MIN: 216 / MAX: 33882

SVT-AV1

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-AV1 2.3Encoder Mode: Preset 3 - Input: Beauty 4K 10-bit12c DDR5-60008c DDR5-60000.41670.83341.25011.66682.0835SE +/- 0.007, N = 3SE +/- 0.002, N = 31.8521.8461. (CXX) g++ options: -march=native -mno-avx -mavx2 -mavx512f -mavx512bw -mavx512dq

PostgreSQL

OpenBenchmarking.orgms, Fewer Is BetterPostgreSQL 17Scaling Factor: 1000 - Clients: 800 - Mode: Read Write - Average Latency12c DDR5-60008c DDR5-6000246810SE +/- 0.079, N = 5SE +/- 0.053, N = 117.0377.1361. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpq -lpgcommon -lpgport -lm

OpenBenchmarking.orgTPS, More Is BetterPostgreSQL 17Scaling Factor: 1000 - Clients: 800 - Mode: Read Write12c DDR5-60008c DDR5-600020K40K60K80K100KSE +/- 1257.14, N = 5SE +/- 836.14, N = 111137451121751. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpq -lpgcommon -lpgport -lm

High Performance Conjugate Gradient

HPCG is the High Performance Conjugate Gradient and is a new scientific benchmark from Sandia National Lans focused for super-computer testing with modern real-world workloads compared to HPCC. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgGFLOP/s, More Is BetterHigh Performance Conjugate Gradient 3.1X Y Z: 144 144 144 - RT: 6012c DDR5-60008c DDR5-60001428425670SE +/- 0.01, N = 3SE +/- 0.03, N = 361.7741.021. (CXX) g++ options: -O3 -ffast-math -ftree-vectorize -lmpi_cxx -lmpi

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: Chrysler Neon 1M12c DDR5-60008c DDR5-6000306090120150SE +/- 0.26, N = 3SE +/- 0.94, N = 1190.77129.17

LuxCoreRender

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

OpenBenchmarking.orgM samples/sec, More Is BetterLuxCoreRender 2.6Scene: Danish Mood - Acceleration: CPU12c DDR5-60008c DDR5-60003691215SE +/- 0.09, N = 15SE +/- 0.11, N = 1512.0312.06MIN: 5.72 / MAX: 14.2MIN: 5.76 / MAX: 14.38

ONNX Runtime

OpenBenchmarking.orgInference Time Cost (ms), Fewer Is BetterONNX Runtime 1.19Model: fcn-resnet101-11 - Device: CPU - Executor: Standard12c DDR5-60008c DDR5-600020406080100SE +/- 1.49, N = 15SE +/- 1.08, N = 15106.21109.011. (CXX) g++ options: -O3 -march=native -ffunction-sections -fdata-sections -mtune=native -flto=auto -fno-fat-lto-objects -ldl -lrt

OpenBenchmarking.orgInferences Per Second, More Is BetterONNX Runtime 1.19Model: fcn-resnet101-11 - Device: CPU - Executor: Standard12c DDR5-60008c DDR5-60003691215SE +/- 0.13237, N = 15SE +/- 0.08964, N = 159.440769.186111. (CXX) g++ options: -O3 -march=native -ffunction-sections -fdata-sections -mtune=native -flto=auto -fno-fat-lto-objects -ldl -lrt
OpenBenchmarking.orgInference Time Cost (ms), Fewer Is BetterONNX Runtime 1.19Model: fcn-resnet101-11 - Device: CPU - Executor: Standard12c DDR5-60008c DDR5-600020406080100SE +/- 1.49, N = 15SE +/- 1.08, N = 15106.21109.011. (CXX) g++ options: -O3 -march=native -ffunction-sections -fdata-sections -mtune=native -flto=auto -fno-fat-lto-objects -ldl -lrt

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: 512 - Model: ResNet-5012c DDR5-60008c DDR5-600050100150200250SE +/- 0.11, N = 3SE +/- 0.27, N = 3241.55196.47

LiteRT

OpenBenchmarking.orgMicroseconds, Fewer Is BetterLiteRT 2024-10-15Model: Mobilenet Quant12c DDR5-60008c DDR5-600013002600390052006500SE +/- 109.66, N = 15SE +/- 155.36, N = 155800.656260.21

Xcompact3d Incompact3d

Xcompact3d Incompact3d is a Fortran-MPI based, finite difference high-performance code for solving the incompressible Navier-Stokes equation and as many as you need scalar transport equations. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterXcompact3d Incompact3d 2021-03-11Input: X3D-benchmarking input.i3d12c DDR5-60008c DDR5-600060120180240300SE +/- 2.76, N = 3SE +/- 3.79, N = 3203.94292.581. (F9X) gfortran options: -cpp -O2 -funroll-loops -floop-optimize -fcray-pointer -fbacktrace -lmpi_usempif08 -lmpi_mpifh -lmpi -lopen-rte -lopen-pal -lhwloc -levent_core -levent_pthreads -lm -lz

Epoch

OpenBenchmarking.orgSeconds, Fewer Is BetterEpoch 4.19.4Epoch3D Deck: Cone12c DDR5-60008c DDR5-60004080120160200SE +/- 0.55, N = 3SE +/- 0.52, N = 3186.85196.031. (F9X) gfortran options: -O3 -std=f2003 -Jobj -lsdf -lmpi_usempif08 -lmpi_mpifh -lmpi -lopen-rte -lopen-pal -lhwloc -levent_core -levent_pthreads -lm -lz

Whisperfile

OpenBenchmarking.orgSeconds, Fewer Is BetterWhisperfile 20Aug24Model Size: Medium12c DDR5-60008c DDR5-600050100150200250SE +/- 0.37, N = 3SE +/- 0.69, N = 3202.16215.52

XNNPACK

OpenBenchmarking.orgus, Fewer Is BetterXNNPACK b7b048Model: QS8MobileNetV212c DDR5-60008c DDR5-60002K4K6K8K10KSE +/- 60.71, N = 3SE +/- 103.51, N = 31009599681. (CXX) g++ options: -O3 -lrt -lm

OpenBenchmarking.orgus, Fewer Is BetterXNNPACK b7b048Model: FP16MobileNetV3Small12c DDR5-60008c DDR5-60002K4K6K8K10KSE +/- 181.63, N = 3SE +/- 162.45, N = 310559108101. (CXX) g++ options: -O3 -lrt -lm

OpenBenchmarking.orgus, Fewer Is BetterXNNPACK b7b048Model: FP16MobileNetV3Large12c DDR5-60008c DDR5-60003K6K9K12K15KSE +/- 58.09, N = 3SE +/- 75.41, N = 313074132571. (CXX) g++ options: -O3 -lrt -lm

OpenBenchmarking.orgus, Fewer Is BetterXNNPACK b7b048Model: FP16MobileNetV212c DDR5-60008c DDR5-60002K4K6K8K10KSE +/- 96.09, N = 3SE +/- 49.08, N = 3898290941. (CXX) g++ options: -O3 -lrt -lm

OpenBenchmarking.orgus, Fewer Is BetterXNNPACK b7b048Model: FP16MobileNetV112c DDR5-60008c DDR5-600010002000300040005000SE +/- 43.59, N = 3SE +/- 11.46, N = 3461145701. (CXX) g++ options: -O3 -lrt -lm

OpenBenchmarking.orgus, Fewer Is BetterXNNPACK b7b048Model: FP32MobileNetV3Small12c DDR5-60008c DDR5-60002K4K6K8K10KSE +/- 54.11, N = 3SE +/- 8.95, N = 310418105341. (CXX) g++ options: -O3 -lrt -lm

OpenBenchmarking.orgus, Fewer Is BetterXNNPACK b7b048Model: FP32MobileNetV3Large12c DDR5-60008c DDR5-60003K6K9K12K15KSE +/- 63.76, N = 3SE +/- 140.55, N = 313643141891. (CXX) g++ options: -O3 -lrt -lm

OpenBenchmarking.orgus, Fewer Is BetterXNNPACK b7b048Model: FP32MobileNetV212c DDR5-60008c DDR5-60002K4K6K8K10KSE +/- 73.61, N = 3SE +/- 46.71, N = 3924292361. (CXX) g++ options: -O3 -lrt -lm

OpenBenchmarking.orgus, Fewer Is BetterXNNPACK b7b048Model: FP32MobileNetV112c DDR5-60008c DDR5-600010002000300040005000SE +/- 57.47, N = 3SE +/- 41.29, N = 3462945961. (CXX) g++ options: -O3 -lrt -lm

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: allmodconfig12c DDR5-60008c DDR5-60004080120160200SE +/- 0.43, N = 3SE +/- 0.13, N = 3193.35196.24

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 Detection FP16 - Device: CPU12c DDR5-60008c DDR5-600020406080100SE +/- 0.19, N = 3SE +/- 1.46, N = 1569.48106.96MIN: 34.01 / MAX: 134.55MIN: 37.41 / MAX: 380.851. (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: CPU12c DDR5-60008c DDR5-6000150300450600750SE +/- 1.81, N = 3SE +/- 6.83, N = 15689.50449.231. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared -ldl

LuxCoreRender

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

OpenBenchmarking.orgM samples/sec, More Is BetterLuxCoreRender 2.6Scene: DLSC - Acceleration: CPU12c DDR5-60008c DDR5-600048121620SE +/- 0.19, N = 3SE +/- 0.21, N = 1516.4917.01MIN: 15.79 / MAX: 20.03MIN: 15.67 / MAX: 20.15

High Performance Conjugate Gradient

HPCG is the High Performance Conjugate Gradient and is a new scientific benchmark from Sandia National Lans focused for super-computer testing with modern real-world workloads compared to HPCC. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgGFLOP/s, More Is BetterHigh Performance Conjugate Gradient 3.1X Y Z: 104 104 104 - RT: 6012c DDR5-60008c DDR5-60001428425670SE +/- 0.03, N = 3SE +/- 0.02, N = 362.5441.321. (CXX) g++ options: -O3 -ffast-math -ftree-vectorize -lmpi_cxx -lmpi

LuxCoreRender

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

OpenBenchmarking.orgM samples/sec, More Is BetterLuxCoreRender 2.6Scene: LuxCore Benchmark - Acceleration: CPU12c DDR5-60008c DDR5-60003691215SE +/- 0.12, N = 15SE +/- 0.17, N = 312.3912.92MIN: 5.62 / MAX: 14.88MIN: 6.3 / MAX: 15.04

ONNX Runtime

OpenBenchmarking.orgInference Time Cost (ms), Fewer Is BetterONNX Runtime 1.19Model: CaffeNet 12-int8 - Device: CPU - Executor: Standard12c DDR5-60008c DDR5-60000.23570.47140.70710.94281.1785SE +/- 0.010778, N = 3SE +/- 0.018573, N = 150.9595311.0475051. (CXX) g++ options: -O3 -march=native -ffunction-sections -fdata-sections -mtune=native -flto=auto -fno-fat-lto-objects -ldl -lrt

OpenBenchmarking.orgInferences Per Second, More Is BetterONNX Runtime 1.19Model: CaffeNet 12-int8 - Device: CPU - Executor: Standard12c DDR5-60008c DDR5-60002004006008001000SE +/- 11.56, N = 3SE +/- 17.42, N = 151041.95958.581. (CXX) g++ options: -O3 -march=native -ffunction-sections -fdata-sections -mtune=native -flto=auto -fno-fat-lto-objects -ldl -lrt
OpenBenchmarking.orgInference Time Cost (ms), Fewer Is BetterONNX Runtime 1.19Model: CaffeNet 12-int8 - Device: CPU - Executor: Standard12c DDR5-60008c DDR5-60000.23570.47140.70710.94281.1785SE +/- 0.010778, N = 3SE +/- 0.018573, N = 150.9595311.0475051. (CXX) g++ options: -O3 -march=native -ffunction-sections -fdata-sections -mtune=native -flto=auto -fno-fat-lto-objects -ldl -lrt

PostgreSQL

OpenBenchmarking.orgms, Fewer Is BetterPostgreSQL 17Scaling Factor: 1000 - Clients: 800 - Mode: Read Only - Average Latency12c DDR5-60008c DDR5-60000.05720.11440.17160.22880.286SE +/- 0.000, N = 3SE +/- 0.001, N = 30.2540.2541. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpq -lpgcommon -lpgport -lm

OpenBenchmarking.orgTPS, More Is BetterPostgreSQL 17Scaling Factor: 1000 - Clients: 800 - Mode: Read Only12c DDR5-60008c DDR5-6000700K1400K2100K2800K3500KSE +/- 1685.88, N = 3SE +/- 8342.05, N = 3315503631492771. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpq -lpgcommon -lpgport -lm

SVT-AV1

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-AV1 2.3Encoder Mode: Preset 5 - Input: Beauty 4K 10-bit12c DDR5-60008c DDR5-6000246810SE +/- 0.039, N = 3SE +/- 0.026, N = 37.6997.6871. (CXX) g++ options: -march=native -mno-avx -mavx2 -mavx512f -mavx512bw -mavx512dq

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-AV1 2.3Encoder Mode: Preset 3 - Input: Bosphorus 4K12c DDR5-60008c DDR5-600048121620SE +/- 0.03, N = 3SE +/- 0.00, N = 315.6815.601. (CXX) g++ options: -march=native -mno-avx -mavx2 -mavx512f -mavx512bw -mavx512dq

LiteRT

OpenBenchmarking.orgMicroseconds, Fewer Is BetterLiteRT 2024-10-15Model: NASNet Mobile12c DDR5-60008c DDR5-600020K40K60K80K100KSE +/- 1271.15, N = 3SE +/- 1096.54, N = 1599408.3100519.4

OpenBenchmarking.orgMicroseconds, Fewer Is BetterLiteRT 2024-10-15Model: DeepLab V312c DDR5-60008c DDR5-60003K6K9K12K15KSE +/- 138.74, N = 3SE +/- 140.63, N = 1511450.911817.9

OpenBenchmarking.orgMicroseconds, Fewer Is BetterLiteRT 2024-10-15Model: Quantized COCO SSD MobileNet v112c DDR5-60008c DDR5-600015003000450060007500SE +/- 28.16, N = 3SE +/- 68.84, N = 157211.997110.12

Graph500

This is a benchmark of the reference implementation of Graph500, an HPC benchmark focused on data intensive loads and commonly tested on supercomputers for complex data problems. Graph500 primarily stresses the communication subsystem of the hardware under test. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgsssp max_TEPS, More Is BetterGraph500 3.0Scale: 2612c DDR5-60008c DDR5-6000160M320M480M640M800M7471380006767090001. (CC) gcc options: -fcommon -O3 -lpthread -lm -lmpi

OpenBenchmarking.orgsssp median_TEPS, More Is BetterGraph500 3.0Scale: 2612c DDR5-60008c DDR5-6000120M240M360M480M600M5549360004977980001. (CC) gcc options: -fcommon -O3 -lpthread -lm -lmpi

OpenBenchmarking.orgbfs max_TEPS, More Is BetterGraph500 3.0Scale: 2612c DDR5-60008c DDR5-6000300M600M900M1200M1500M150571000013944500001. (CC) gcc options: -fcommon -O3 -lpthread -lm -lmpi

OpenBenchmarking.orgbfs median_TEPS, More Is BetterGraph500 3.0Scale: 2612c DDR5-60008c DDR5-6000300M600M900M1200M1500M147818000013658000001. (CC) gcc options: -fcommon -O3 -lpthread -lm -lmpi

ClickHouse

ClickHouse is an open-source, high performance OLAP data management system. This test profile uses ClickHouse's standard benchmark recommendations per https://clickhouse.com/docs/en/operations/performance-test/ / https://github.com/ClickHouse/ClickBench/tree/main/clickhouse with the 100 million rows web analytics dataset. The reported value is the query processing time using the geometric mean of all separate queries performed as an aggregate. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgQueries Per Minute, Geo Mean, More Is BetterClickHouse 22.12.3.5100M Rows Hits Dataset, Third Run12c DDR5-60008c DDR5-6000160320480640800SE +/- 4.74, N = 3SE +/- 1.81, N = 3765.07651.48MIN: 69.77 / MAX: 8571.43MIN: 70.92 / MAX: 6666.67

OpenBenchmarking.orgQueries Per Minute, Geo Mean, More Is BetterClickHouse 22.12.3.5100M Rows Hits Dataset, Second Run12c DDR5-60008c DDR5-6000170340510680850SE +/- 2.95, N = 3SE +/- 0.96, N = 3771.05652.53MIN: 69.77 / MAX: 8571.43MIN: 69.28 / MAX: 7500

OpenBenchmarking.orgQueries Per Minute, Geo Mean, More Is BetterClickHouse 22.12.3.5100M Rows Hits Dataset, First Run / Cold Cache12c DDR5-60008c DDR5-6000160320480640800SE +/- 3.26, N = 3SE +/- 1.98, N = 3740.15637.67MIN: 69.2 / MAX: 7500MIN: 67.95 / MAX: 7500

Apache Cassandra

OpenBenchmarking.orgOp/s, More Is BetterApache Cassandra 5.0Test: Writes12c DDR5-60008c DDR5-6000100K200K300K400K500KSE +/- 2454.69, N = 3SE +/- 1303.09, N = 3447176422312

Blender

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 4.2Blend File: Barbershop - Compute: CPU-Only12c DDR5-60008c DDR5-6000306090120150SE +/- 0.11, N = 3SE +/- 0.12, N = 3120.83121.15

OpenFOAM

OpenFOAM is the leading free, open-source software for computational fluid dynamics (CFD). This test profile currently uses the drivaerFastback test case for analyzing automotive aerodynamics or alternatively the older motorBike input. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterOpenFOAM 10Input: drivaerFastback, Medium Mesh Size - Execution Time12c DDR5-60008c DDR5-600060120180240300192.23254.301. (CXX) g++ options: -std=c++14 -m64 -O3 -ftemplate-depth-100 -fPIC -fuse-ld=bfd -Xlinker --add-needed --no-as-needed -lfiniteVolume -lmeshTools -lparallel -llagrangian -lregionModels -lgenericPatchFields -lOpenFOAM -ldl -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterOpenFOAM 10Input: drivaerFastback, Medium Mesh Size - Mesh Time12c DDR5-60008c DDR5-600020406080100106.31109.201. (CXX) g++ options: -std=c++14 -m64 -O3 -ftemplate-depth-100 -fPIC -fuse-ld=bfd -Xlinker --add-needed --no-as-needed -lfiniteVolume -lmeshTools -lparallel -llagrangian -lregionModels -lgenericPatchFields -lOpenFOAM -ldl -lm

Whisperfile

OpenBenchmarking.orgSeconds, Fewer Is BetterWhisperfile 20Aug24Model Size: Small12c DDR5-60008c DDR5-600020406080100SE +/- 0.71, N = 3SE +/- 0.65, N = 391.0596.69

nginx

This is a benchmark of the lightweight Nginx HTTP(S) web-server. This Nginx web server benchmark test profile makes use of the wrk program for facilitating the HTTP requests over a fixed period time with a configurable number of concurrent clients/connections. HTTPS with a self-signed OpenSSL certificate is used by this test for local benchmarking. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgRequests Per Second, More Is Betternginx 1.23.2Connections: 50012c DDR5-60008c DDR5-6000110K220K330K440K550KSE +/- 328.79, N = 3SE +/- 3145.55, N = 3505484.86523766.781. (CC) gcc options: -lluajit-5.1 -lm -lssl -lcrypto -lpthread -ldl -std=c99 -O2

Apache HTTP Server

This is a test of the Apache HTTPD web server. This Apache HTTPD web server benchmark test profile makes use of the wrk program for facilitating the HTTP requests over a fixed period time with a configurable number of concurrent clients. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgRequests Per Second, More Is BetterApache HTTP Server 2.4.56Concurrent Requests: 50012c DDR5-60008c DDR5-600040K80K120K160K200KSE +/- 413.18, N = 3SE +/- 177.80, N = 3170467.37159864.991. (CC) gcc options: -lluajit-5.1 -lm -lssl -lcrypto -lpthread -ldl -std=c99 -O2

SVT-AV1

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-AV1 2.3Encoder Mode: Preset 8 - Input: Beauty 4K 10-bit12c DDR5-60008c DDR5-60003691215SE +/- 0.00, N = 3SE +/- 0.02, N = 313.5513.511. (CXX) g++ options: -march=native -mno-avx -mavx2 -mavx512f -mavx512bw -mavx512dq

WarpX

OpenBenchmarking.orgSeconds, Fewer Is BetterWarpX 24.10Input: Uniform Plasma12c DDR5-60008c DDR5-600048121620SE +/- 0.23, N = 15SE +/- 0.24, N = 1216.2716.451. (CXX) g++ options: -O3 -lm

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 Container12c DDR5-60008c DDR5-600020406080100SE +/- 0.06, N = 3SE +/- 0.30, N = 379.4279.99

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 Compile12c DDR5-60008c DDR5-600020406080100SE +/- 0.19, N = 3SE +/- 0.04, N = 380.5580.87

LiteRT

OpenBenchmarking.orgMicroseconds, Fewer Is BetterLiteRT 2024-10-15Model: Inception V412c DDR5-60008c DDR5-60009K18K27K36K45KSE +/- 38.95, N = 3SE +/- 438.48, N = 644088.343959.9

oneDNN

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 3.6Harness: Recurrent Neural Network Training - Engine: CPU12c DDR5-60008c DDR5-600090180270360450SE +/- 0.20, N = 3SE +/- 0.28, N = 3425.78429.68MIN: 420.18MIN: 423.831. (CXX) g++ options: -O3 -march=native -fopenmp -msse4.1 -fPIC -fcf-protection=full -pie -ldl

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 3.6Harness: Recurrent Neural Network Inference - Engine: CPU12c DDR5-60008c DDR5-600060120180240300SE +/- 0.81, N = 3SE +/- 0.67, N = 3277.64278.00MIN: 269.94MIN: 271.731. (CXX) g++ options: -O3 -march=native -fopenmp -msse4.1 -fPIC -fcf-protection=full -pie -ldl

Chaos Group V-RAY

This is a test of Chaos Group's V-RAY benchmark. V-RAY is a commercial renderer that can integrate with various creator software products like SketchUp and 3ds Max. The V-RAY benchmark is standalone and supports CPU and NVIDIA CUDA/RTX based rendering. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgvsamples, More Is BetterChaos Group V-RAY 6.0Mode: CPU12c DDR5-60008c DDR5-600040K80K120K160K200KSE +/- 252.42, N = 3SE +/- 357.23, N = 3199769198145

SVT-AV1

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-AV1 2.3Encoder Mode: Preset 13 - Input: Beauty 4K 10-bit12c DDR5-60008c DDR5-600048121620SE +/- 0.01, N = 3SE +/- 0.00, N = 317.1517.111. (CXX) g++ options: -march=native -mno-avx -mavx2 -mavx512f -mavx512bw -mavx512dq

Memcached

Memcached is a high performance, distributed memory object caching system. This Memcached test profiles makes use of memtier_benchmark for excuting this CPU/memory-focused server benchmark. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgOps/sec, More Is BetterMemcached 1.6.19Set To Get Ratio: 1:1012c DDR5-60008c DDR5-60001.4M2.8M4.2M5.6M7MSE +/- 23004.60, N = 3SE +/- 5728.08, N = 36670118.946752055.121. (CXX) g++ options: -O2 -levent_openssl -levent -lcrypto -lssl -lpthread -lz -lpcre

OpenBenchmarking.orgOps/sec, More Is BetterMemcached 1.6.19Set To Get Ratio: 1:512c DDR5-60008c DDR5-6000800K1600K2400K3200K4000KSE +/- 16589.87, N = 3SE +/- 3725.22, N = 33701189.233711825.751. (CXX) g++ options: -O2 -levent_openssl -levent -lcrypto -lssl -lpthread -lz -lpcre

OpenBenchmarking.orgOps/sec, More Is BetterMemcached 1.6.19Set To Get Ratio: 1:10012c DDR5-60008c DDR5-60003M6M9M12M15MSE +/- 20796.91, N = 3SE +/- 48609.95, N = 311923788.4312031156.031. (CXX) g++ options: -O2 -levent_openssl -levent -lcrypto -lssl -lpthread -lz -lpcre

VVenC

VVenC is the Fraunhofer Versatile Video Encoder as a fast/efficient H.266/VVC encoder. The vvenc encoder makes use of SIMD Everywhere (SIMDe). The vvenc software is published under the Clear BSD License. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFrames Per Second, More Is BetterVVenC 1.11Video Input: Bosphorus 4K - Video Preset: Fast12c DDR5-60008c DDR5-60003691215SE +/- 0.082, N = 3SE +/- 0.064, N = 39.6439.5981. (CXX) g++ options: -O3 -flto=auto -fno-fat-lto-objects

LuxCoreRender

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

OpenBenchmarking.orgM samples/sec, More Is BetterLuxCoreRender 2.6Scene: Orange Juice - Acceleration: CPU12c DDR5-60008c DDR5-6000612182430SE +/- 0.09, N = 3SE +/- 0.09, N = 324.1924.15MIN: 21.48 / MAX: 33.13MIN: 21.4 / MAX: 32.92

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: CPU12c DDR5-60008c DDR5-600070140210280350SE +/- 0.62, N = 3SE +/- 0.26, N = 3330.01330.13MIN: 242.42 / MAX: 353.46MIN: 257.44 / MAX: 357.541. (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: CPU12c DDR5-60008c DDR5-6000306090120150SE +/- 0.26, N = 3SE +/- 0.12, N = 3145.10145.111. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared -ldl

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2024.0Model: Noise Suppression Poconet-Like FP16 - Device: CPU12c DDR5-60008c DDR5-60003691215SE +/- 0.03, N = 3SE +/- 0.02, N = 311.5712.42MIN: 6.95 / MAX: 30.79MIN: 6.11 / MAX: 28.551. (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: CPU12c DDR5-60008c DDR5-60002K4K6K8K10KSE +/- 20.16, N = 3SE +/- 10.57, N = 37934.407314.921. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared -ldl

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2024.0Model: Machine Translation EN To DE FP16 - Device: CPU12c DDR5-60008c DDR5-60001428425670SE +/- 0.09, N = 3SE +/- 0.40, N = 356.7164.75MIN: 34.97 / MAX: 96.61MIN: 28.81 / MAX: 99.111. (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: CPU12c DDR5-60008c DDR5-60002004006008001000SE +/- 1.30, N = 3SE +/- 4.52, N = 3844.93740.131. (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 Vehicle Bike Detection FP16 - Device: CPU12c DDR5-60008c DDR5-6000246810SE +/- 0.01, N = 3SE +/- 0.02, N = 37.487.53MIN: 4.42 / MAX: 23.35MIN: 4.35 / MAX: 22.921. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared -ldl

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2024.0Model: Person Vehicle Bike Detection FP16 - Device: CPU12c DDR5-60008c DDR5-600014002800420056007000SE +/- 12.38, N = 3SE +/- 17.72, N = 36380.586329.601. (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 Re-Identification Retail FP16 - Device: CPU12c DDR5-60008c DDR5-60001.0262.0523.0784.1045.13SE +/- 0.00, N = 3SE +/- 0.01, N = 34.564.56MIN: 2.45 / MAX: 18.95MIN: 2.23 / MAX: 20.981. (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: CPU12c DDR5-60008c DDR5-60002K4K6K8K10KSE +/- 5.49, N = 3SE +/- 7.25, N = 310462.5610448.921. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared -ldl

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2024.0Model: Road Segmentation ADAS FP16-INT8 - Device: CPU12c DDR5-60008c DDR5-6000510152025SE +/- 0.01, N = 3SE +/- 0.02, N = 319.6120.85MIN: 10.37 / MAX: 41.25MIN: 10.51 / MAX: 40.511. (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: CPU12c DDR5-60008c DDR5-60005001000150020002500SE +/- 1.15, N = 3SE +/- 2.70, N = 32437.932291.091. (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: CPU12c DDR5-60008c DDR5-60000.07430.14860.22290.29720.3715SE +/- 0.00, N = 3SE +/- 0.00, N = 30.330.33MIN: 0.12 / MAX: 23.43MIN: 0.13 / MAX: 24.631. (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: CPU12c DDR5-60008c DDR5-600040K80K120K160K200KSE +/- 251.97, N = 3SE +/- 234.32, N = 3166983.33166363.911. (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: CPU12c DDR5-60008c DDR5-60000.89331.78662.67993.57324.4665SE +/- 0.01, N = 3SE +/- 0.00, N = 33.963.97MIN: 1.68 / MAX: 20.25MIN: 1.61 / MAX: 20.641. (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: CPU12c DDR5-60008c DDR5-60005K10K15K20K25KSE +/- 29.34, N = 3SE +/- 11.10, N = 323427.5023443.861. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared -ldl

ONNX Runtime

OpenBenchmarking.orgInference Time Cost (ms), Fewer Is BetterONNX Runtime 1.19Model: GPT-2 - Device: CPU - Executor: Standard12c DDR5-60008c DDR5-60001.20232.40463.60694.80926.0115SE +/- 0.03369, N = 3SE +/- 0.06457, N = 35.119285.343591. (CXX) g++ options: -O3 -march=native -ffunction-sections -fdata-sections -mtune=native -flto=auto -fno-fat-lto-objects -ldl -lrt

OpenBenchmarking.orgInferences Per Second, More Is BetterONNX Runtime 1.19Model: GPT-2 - Device: CPU - Executor: Standard12c DDR5-60008c DDR5-60004080120160200SE +/- 1.29, N = 3SE +/- 2.26, N = 3195.28187.131. (CXX) g++ options: -O3 -march=native -ffunction-sections -fdata-sections -mtune=native -flto=auto -fno-fat-lto-objects -ldl -lrt
OpenBenchmarking.orgInference Time Cost (ms), Fewer Is BetterONNX Runtime 1.19Model: GPT-2 - Device: CPU - Executor: Standard12c DDR5-60008c DDR5-60001.20232.40463.60694.80926.0115SE +/- 0.03369, N = 3SE +/- 0.06457, N = 35.119285.343591. (CXX) g++ options: -O3 -march=native -ffunction-sections -fdata-sections -mtune=native -flto=auto -fno-fat-lto-objects -ldl -lrt

OpenBenchmarking.orgInference Time Cost (ms), Fewer Is BetterONNX Runtime 1.19Model: ZFNet-512 - Device: CPU - Executor: Standard12c DDR5-60008c DDR5-6000246810SE +/- 0.00692, N = 3SE +/- 0.02791, N = 36.097186.507611. (CXX) g++ options: -O3 -march=native -ffunction-sections -fdata-sections -mtune=native -flto=auto -fno-fat-lto-objects -ldl -lrt

OpenBenchmarking.orgInferences Per Second, More Is BetterONNX Runtime 1.19Model: ZFNet-512 - Device: CPU - Executor: Standard12c DDR5-60008c DDR5-60004080120160200SE +/- 0.19, N = 3SE +/- 0.66, N = 3163.98153.641. (CXX) g++ options: -O3 -march=native -ffunction-sections -fdata-sections -mtune=native -flto=auto -fno-fat-lto-objects -ldl -lrt
OpenBenchmarking.orgInference Time Cost (ms), Fewer Is BetterONNX Runtime 1.19Model: ZFNet-512 - Device: CPU - Executor: Standard12c DDR5-60008c DDR5-6000246810SE +/- 0.00692, N = 3SE +/- 0.02791, N = 36.097186.507611. (CXX) g++ options: -O3 -march=native -ffunction-sections -fdata-sections -mtune=native -flto=auto -fno-fat-lto-objects -ldl -lrt

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: CPU12c DDR5-60008c DDR5-60001.3052.613.9155.226.525SE +/- 0.01, N = 3SE +/- 0.00, N = 35.805.80MIN: 2.41 / MAX: 27.54MIN: 2.26 / MAX: 26.371. (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: CPU12c DDR5-60008c DDR5-60002K4K6K8K10KSE +/- 10.65, N = 3SE +/- 5.48, N = 38240.408240.981. (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: CPU12c DDR5-60008c DDR5-6000612182430SE +/- 0.04, N = 3SE +/- 0.01, N = 327.0127.06MIN: 16.35 / MAX: 47.96MIN: 16.36 / MAX: 45.561. (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: CPU12c DDR5-60008c DDR5-60008001600240032004000SE +/- 4.91, N = 3SE +/- 1.42, N = 33551.353543.791. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared -ldl

ONNX Runtime

OpenBenchmarking.orgInference Time Cost (ms), Fewer Is BetterONNX Runtime 1.19Model: bertsquad-12 - Device: CPU - Executor: Standard12c DDR5-60008c DDR5-60001020304050SE +/- 0.24, N = 3SE +/- 0.48, N = 345.4146.201. (CXX) g++ options: -O3 -march=native -ffunction-sections -fdata-sections -mtune=native -flto=auto -fno-fat-lto-objects -ldl -lrt

OpenBenchmarking.orgInferences Per Second, More Is BetterONNX Runtime 1.19Model: bertsquad-12 - Device: CPU - Executor: Standard12c DDR5-60008c DDR5-6000510152025SE +/- 0.12, N = 3SE +/- 0.23, N = 322.0221.651. (CXX) g++ options: -O3 -march=native -ffunction-sections -fdata-sections -mtune=native -flto=auto -fno-fat-lto-objects -ldl -lrt
OpenBenchmarking.orgInference Time Cost (ms), Fewer Is BetterONNX Runtime 1.19Model: bertsquad-12 - Device: CPU - Executor: Standard12c DDR5-60008c DDR5-60001020304050SE +/- 0.24, N = 3SE +/- 0.48, N = 345.4146.201. (CXX) g++ options: -O3 -march=native -ffunction-sections -fdata-sections -mtune=native -flto=auto -fno-fat-lto-objects -ldl -lrt

OpenBenchmarking.orgInference Time Cost (ms), Fewer Is BetterONNX Runtime 1.19Model: yolov4 - Device: CPU - Executor: Standard12c DDR5-60008c DDR5-600020406080100SE +/- 0.85, N = 3SE +/- 1.14, N = 381.8882.941. (CXX) g++ options: -O3 -march=native -ffunction-sections -fdata-sections -mtune=native -flto=auto -fno-fat-lto-objects -ldl -lrt

OpenBenchmarking.orgInferences Per Second, More Is BetterONNX Runtime 1.19Model: yolov4 - Device: CPU - Executor: Standard12c DDR5-60008c DDR5-60003691215SE +/- 0.13, N = 3SE +/- 0.16, N = 312.2112.061. (CXX) g++ options: -O3 -march=native -ffunction-sections -fdata-sections -mtune=native -flto=auto -fno-fat-lto-objects -ldl -lrt
OpenBenchmarking.orgInference Time Cost (ms), Fewer Is BetterONNX Runtime 1.19Model: yolov4 - Device: CPU - Executor: Standard12c DDR5-60008c DDR5-600020406080100SE +/- 0.85, N = 3SE +/- 1.14, N = 381.8882.941. (CXX) g++ options: -O3 -march=native -ffunction-sections -fdata-sections -mtune=native -flto=auto -fno-fat-lto-objects -ldl -lrt

OpenBenchmarking.orgInference Time Cost (ms), Fewer Is BetterONNX Runtime 1.19Model: T5 Encoder - Device: CPU - Executor: Standard12c DDR5-60008c DDR5-60000.95481.90962.86443.81924.774SE +/- 0.00593, N = 3SE +/- 0.01572, N = 34.108804.243721. (CXX) g++ options: -O3 -march=native -ffunction-sections -fdata-sections -mtune=native -flto=auto -fno-fat-lto-objects -ldl -lrt

OpenBenchmarking.orgInferences Per Second, More Is BetterONNX Runtime 1.19Model: T5 Encoder - Device: CPU - Executor: Standard12c DDR5-60008c DDR5-600050100150200250SE +/- 0.36, N = 3SE +/- 0.88, N = 3243.33235.601. (CXX) g++ options: -O3 -march=native -ffunction-sections -fdata-sections -mtune=native -flto=auto -fno-fat-lto-objects -ldl -lrt
OpenBenchmarking.orgInference Time Cost (ms), Fewer Is BetterONNX Runtime 1.19Model: T5 Encoder - Device: CPU - Executor: Standard12c DDR5-60008c DDR5-60000.95481.90962.86443.81924.774SE +/- 0.00593, N = 3SE +/- 0.01572, N = 34.108804.243721. (CXX) g++ options: -O3 -march=native -ffunction-sections -fdata-sections -mtune=native -flto=auto -fno-fat-lto-objects -ldl -lrt

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: CPU12c DDR5-60008c DDR5-6000246810SE +/- 0.01, N = 3SE +/- 0.00, N = 36.716.70MIN: 2.58 / MAX: 23.11MIN: 2.45 / MAX: 241. (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: CPU12c DDR5-60008c DDR5-60003K6K9K12K15KSE +/- 11.52, N = 3SE +/- 1.42, N = 314006.1514026.361. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared -ldl

John The Ripper

This is a benchmark of John The Ripper, which is a password cracker. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgReal C/S, More Is BetterJohn The Ripper 2023.03.14Test: MD512c DDR5-60008c DDR5-60005M10M15M20M25MSE +/- 20808.65, N = 3SE +/- 32518.37, N = 321681000214083331. (CC) gcc options: -m64 -lssl -lcrypto -fopenmp -lgmp -lm -lrt -lz -ldl -lcrypt -lbz2

OpenBenchmarking.orgReal C/S, More Is BetterJohn The Ripper 2023.03.14Test: HMAC-SHA51212c DDR5-60008c DDR5-600090M180M270M360M450MSE +/- 2811379.81, N = 3SE +/- 211622.57, N = 34134743334133263331. (CC) gcc options: -m64 -lssl -lcrypto -fopenmp -lgmp -lm -lrt -lz -ldl -lcrypt -lbz2

Build2

OpenBenchmarking.orgSeconds, Fewer Is BetterBuild2 0.17Time To Compile12c DDR5-60008c DDR5-60001224364860SE +/- 0.01, N = 3SE +/- 0.16, N = 353.4453.55

LiteRT

OpenBenchmarking.orgMicroseconds, Fewer Is BetterLiteRT 2024-10-15Model: Inception ResNet V212c DDR5-60008c DDR5-600013K26K39K52K65KSE +/- 598.16, N = 3SE +/- 811.71, N = 358054.359977.8

OpenBenchmarking.orgMicroseconds, Fewer Is BetterLiteRT 2024-10-15Model: Mobilenet Float12c DDR5-60008c DDR5-600010002000300040005000SE +/- 16.88, N = 3SE +/- 18.31, N = 34399.484441.27

OpenBenchmarking.orgMicroseconds, Fewer Is BetterLiteRT 2024-10-15Model: SqueezeNet12c DDR5-60008c DDR5-600015003000450060007500SE +/- 17.70, N = 3SE +/- 27.86, N = 37051.597048.39

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: 51212c DDR5-60008c DDR5-60000.88471.76942.65413.53884.4235SE +/- 0.003414, N = 3SE +/- 0.040462, N = 33.9321793.8963111. (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: 102412c DDR5-60008c DDR5-60000.99671.99342.99013.98684.9835SE +/- 0.018753, N = 3SE +/- 0.014254, N = 34.4295704.3889741. (CXX) g++ options: -lpthread -lsndfile -lm -O3 -march=native -ffast-math -funroll-loops -fstrength-reduce -fstrict-aliasing -finline-functions

SVT-AV1

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-AV1 2.3Encoder Mode: Preset 5 - Input: Bosphorus 4K12c DDR5-60008c DDR5-60001326395265SE +/- 0.28, N = 3SE +/- 0.10, N = 356.4456.091. (CXX) g++ options: -march=native -mno-avx -mavx2 -mavx512f -mavx512bw -mavx512dq

MBW

This is a basic/simple memory (RAM) bandwidth benchmark for memory copy operations. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMiB/s, More Is BetterMBW 2018-09-08Test: Memory Copy, Fixed Block Size - Array Size: 8192 MiB12c DDR5-60008c DDR5-60005K10K15K20K25KSE +/- 64.32, N = 3SE +/- 60.40, N = 322449.8318188.111. (CC) gcc options: -O3 -march=native

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 Total12c DDR5-60008c DDR5-60006K12K18K24K30KSE +/- 311.92, N = 3SE +/- 185.11, N = 1225941.926209.91. (CXX) g++ options: -O3 -march=native -mavx2 -mavx -msse4.1 -mfma -mavx512f -mavx512cd -mavx512bw -mavx512dq -fno-trapping-math -fno-math-errno -ldl

Blender

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 4.2Blend File: Pabellon Barcelona - Compute: CPU-Only12c DDR5-60008c DDR5-6000918273645SE +/- 0.14, N = 3SE +/- 0.15, N = 341.2541.18

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 Time12c DDR5-60008c DDR5-6000816243240SE +/- 0.05, N = 3SE +/- 0.05, N = 335.8536.231. RawTherapee, version 5.10, command line.

MBW

This is a basic/simple memory (RAM) bandwidth benchmark for memory copy operations. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMiB/s, More Is BetterMBW 2018-09-08Test: Memory Copy - Array Size: 8192 MiB12c DDR5-60008c DDR5-60005K10K15K20K25KSE +/- 31.99, N = 3SE +/- 19.02, N = 325126.4923357.891. (CC) gcc options: -O3 -march=native

Blender

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 4.2Blend File: Classroom - Compute: CPU-Only12c DDR5-60008c DDR5-6000816243240SE +/- 0.04, N = 3SE +/- 0.08, N = 335.4335.51

7-Zip Compression

OpenBenchmarking.orgMIPS, More Is Better7-Zip Compression 24.05Test: Decompression Rating12c DDR5-60008c DDR5-6000130K260K390K520K650KSE +/- 169.10, N = 3SE +/- 340.29, N = 36272156265531. (CXX) g++ options: -lpthread -ldl -O2 -fPIC

OpenBenchmarking.orgMIPS, More Is Better7-Zip Compression 24.05Test: Compression Rating12c DDR5-60008c DDR5-6000200K400K600K800K1000KSE +/- 879.82, N = 3SE +/- 1850.34, N = 37792427270451. (CXX) g++ options: -lpthread -ldl -O2 -fPIC

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: 51212c DDR5-60008c DDR5-60001.33742.67484.01225.34966.687SE +/- 0.018441, N = 3SE +/- 0.033577, N = 35.9439795.9185951. (CXX) g++ options: -lpthread -lsndfile -lm -O3 -march=native -ffast-math -funroll-loops -fstrength-reduce -fstrict-aliasing -finline-functions

Liquid-DSP

LiquidSDR's Liquid-DSP is a software-defined radio (SDR) digital signal processing library. This test profile runs a multi-threaded benchmark of this SDR/DSP library focused on embedded platform usage. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgsamples/s, More Is BetterLiquid-DSP 1.6Threads: 192 - Buffer Length: 256 - Filter Length: 51212c DDR5-60008c DDR5-6000500M1000M1500M2000M2500MSE +/- 1582192.57, N = 3SE +/- 821245.67, N = 3214920000021367666671. (CC) gcc options: -O3 -pthread -lm -lc -lliquid

OpenBenchmarking.orgsamples/s, More Is BetterLiquid-DSP 1.6Threads: 128 - Buffer Length: 256 - Filter Length: 51212c DDR5-60008c DDR5-6000400M800M1200M1600M2000MSE +/- 6251666.44, N = 3SE +/- 1072898.46, N = 3195210000019563333331. (CC) gcc options: -O3 -pthread -lm -lc -lliquid

John The Ripper

This is a benchmark of John The Ripper, which is a password cracker. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgReal C/S, More Is BetterJohn The Ripper 2023.03.14Test: WPA PSK12c DDR5-60008c DDR5-6000200K400K600K800K1000KSE +/- 2185.81, N = 3SE +/- 1666.67, N = 3102333310193331. (CC) gcc options: -m64 -lssl -lcrypto -fopenmp -lgmp -lm -lrt -lz -ldl -lcrypt -lbz2

Liquid-DSP

LiquidSDR's Liquid-DSP is a software-defined radio (SDR) digital signal processing library. This test profile runs a multi-threaded benchmark of this SDR/DSP library focused on embedded platform usage. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgsamples/s, More Is BetterLiquid-DSP 1.6Threads: 64 - Buffer Length: 256 - Filter Length: 51212c DDR5-60008c DDR5-6000300M600M900M1200M1500MSE +/- 1419311.26, N = 3SE +/- 2356079.61, N = 3141296666714176333331. (CC) gcc options: -O3 -pthread -lm -lc -lliquid

John The Ripper

This is a benchmark of John The Ripper, which is a password cracker. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgReal C/S, More Is BetterJohn The Ripper 2023.03.14Test: bcrypt12c DDR5-60008c DDR5-600050K100K150K200K250KSE +/- 33.49, N = 3SE +/- 505.86, N = 32375422370551. (CC) gcc options: -m64 -lssl -lcrypto -fopenmp -lgmp -lm -lrt -lz -ldl -lcrypt -lbz2

OpenBenchmarking.orgReal C/S, More Is BetterJohn The Ripper 2023.03.14Test: Blowfish12c DDR5-60008c DDR5-600050K100K150K200K250KSE +/- 16.90, N = 3SE +/- 16.64, N = 32375152374581. (CC) gcc options: -m64 -lssl -lcrypto -fopenmp -lgmp -lm -lrt -lz -ldl -lcrypt -lbz2

Liquid-DSP

LiquidSDR's Liquid-DSP is a software-defined radio (SDR) digital signal processing library. This test profile runs a multi-threaded benchmark of this SDR/DSP library focused on embedded platform usage. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgsamples/s, More Is BetterLiquid-DSP 1.6Threads: 192 - Buffer Length: 256 - Filter Length: 5712c DDR5-60008c DDR5-60001300M2600M3900M5200M6500MSE +/- 9761830.43, N = 3SE +/- 8738103.02, N = 3595860000059554333331. (CC) gcc options: -O3 -pthread -lm -lc -lliquid

OpenBenchmarking.orgsamples/s, More Is BetterLiquid-DSP 1.6Threads: 128 - Buffer Length: 256 - Filter Length: 5712c DDR5-60008c DDR5-60001100M2200M3300M4400M5500MSE +/- 8326730.72, N = 3SE +/- 8868107.65, N = 3496343333350532000001. (CC) gcc options: -O3 -pthread -lm -lc -lliquid

OpenBenchmarking.orgsamples/s, More Is BetterLiquid-DSP 1.6Threads: 64 - Buffer Length: 256 - Filter Length: 5712c DDR5-60008c DDR5-6000700M1400M2100M2800M3500MSE +/- 1814754.35, N = 3SE +/- 3636084.59, N = 3319590000032141333331. (CC) gcc options: -O3 -pthread -lm -lc -lliquid

Xcompact3d Incompact3d

Xcompact3d Incompact3d is a Fortran-MPI based, finite difference high-performance code for solving the incompressible Navier-Stokes equation and as many as you need scalar transport equations. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterXcompact3d Incompact3d 2021-03-11Input: input.i3d 193 Cells Per Direction12c DDR5-60008c DDR5-60003691215SE +/- 0.06792326, N = 3SE +/- 0.05824182, N = 157.084926929.014164291. (F9X) gfortran options: -cpp -O2 -funroll-loops -floop-optimize -fcray-pointer -fbacktrace -lmpi_usempif08 -lmpi_mpifh -lmpi -lopen-rte -lopen-pal -lhwloc -levent_core -levent_pthreads -lm -lz

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: defconfig12c DDR5-60008c DDR5-6000510152025SE +/- 0.25, N = 4SE +/- 0.25, N = 422.2222.56

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: 102412c DDR5-60008c DDR5-6000246810SE +/- 0.024623, N = 3SE +/- 0.002866, N = 36.5393226.5173491. (CXX) g++ options: -lpthread -lsndfile -lm -O3 -march=native -ffast-math -funroll-loops -fstrength-reduce -fstrict-aliasing -finline-functions

GPAW

GPAW is a density-functional theory (DFT) Python code based on the projector-augmented wave (PAW) method and the atomic simulation environment (ASE). Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterGPAW 23.6Input: Carbon Nanotube12c DDR5-60008c DDR5-6000714212835SE +/- 0.23, N = 3SE +/- 0.24, N = 325.6628.561. (CC) gcc options: -shared -fwrapv -O2 -lxc -lblas -lmpi

NAS Parallel Benchmarks

NPB, NAS Parallel Benchmarks, is a benchmark developed by NASA for high-end computer systems. This test profile currently uses the MPI version of NPB. This test profile offers selecting the different NPB tests/problems and varying problem sizes. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgTotal Mop/s, More Is BetterNAS Parallel Benchmarks 3.4Test / Class: EP.D12c DDR5-60008c DDR5-60003K6K9K12K15KSE +/- 614.47, N = 12SE +/- 133.00, N = 313685.9714658.251. (F9X) gfortran options: -O3 -march=native -lmpi_usempif08 -lmpi_mpifh -lmpi -lopen-rte -lopen-pal -lhwloc -levent_core -levent_pthreads -lm -lz 2. Open MPI 4.1.6

VVenC

VVenC is the Fraunhofer Versatile Video Encoder as a fast/efficient H.266/VVC encoder. The vvenc encoder makes use of SIMD Everywhere (SIMDe). The vvenc software is published under the Clear BSD License. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFrames Per Second, More Is BetterVVenC 1.11Video Input: Bosphorus 4K - Video Preset: Faster12c DDR5-60008c DDR5-6000612182430SE +/- 0.06, N = 3SE +/- 0.02, N = 322.9622.641. (CXX) g++ options: -O3 -flto=auto -fno-fat-lto-objects

WarpX

OpenBenchmarking.orgSeconds, Fewer Is BetterWarpX 24.10Input: Plasma Acceleration12c DDR5-60008c DDR5-6000612182430SE +/- 0.22, N = 3SE +/- 0.17, N = 325.8525.761. (CXX) g++ options: -O3 -lm

Algebraic Multi-Grid Benchmark

AMG is a parallel algebraic multigrid solver for linear systems arising from problems on unstructured grids. The driver provided with AMG builds linear systems for various 3-dimensional problems. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFigure Of Merit, More Is BetterAlgebraic Multi-Grid Benchmark 1.212c DDR5-60008c DDR5-6000700M1400M2100M2800M3500MSE +/- 7144725.85, N = 3SE +/- 1073443.21, N = 330762863332085218000

oneDNN

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 3.6Harness: Deconvolution Batch shapes_1d - Engine: CPU12c DDR5-60008c DDR5-6000246810SE +/- 0.02120, N = 3SE +/- 0.01476, N = 36.767366.84402MIN: 4.07MIN: 5.141. (CXX) g++ options: -O3 -march=native -fopenmp -msse4.1 -fPIC -fcf-protection=full -pie -ldl

ASTC Encoder

OpenBenchmarking.orgMT/s, More Is BetterASTC Encoder 5.0Preset: Very Thorough12c DDR5-60008c DDR5-60003691215SE +/- 0.00, N = 3SE +/- 0.00, N = 311.6311.631. (CXX) g++ options: -O3 -flto -pthread

OpenBenchmarking.orgMT/s, More Is BetterASTC Encoder 5.0Preset: Exhaustive12c DDR5-60008c DDR5-6000246810SE +/- 0.0018, N = 3SE +/- 0.0004, N = 37.13347.13391. (CXX) g++ options: -O3 -flto -pthread

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 Total12c DDR5-60008c DDR5-600013002600390052006500SE +/- 0.38, N = 3SE +/- 0.12, N = 36237.76238.1MIN: 3818.9 / MAX: 6238.4MIN: 3819.5 / MAX: 6238.31. (CXX) g++ options: -O3 -march=native -mavx2 -mavx -msse4.1 -mfma -mavx512f -mavx512cd -mavx512bw -mavx512dq -fno-trapping-math -fno-math-errno -ldl

MBW

This is a basic/simple memory (RAM) bandwidth benchmark for memory copy operations. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMiB/s, More Is BetterMBW 2018-09-08Test: Memory Copy, Fixed Block Size - Array Size: 4096 MiB12c DDR5-60008c DDR5-60005K10K15K20K25KSE +/- 55.98, N = 3SE +/- 54.43, N = 322520.6718332.411. (CC) gcc options: -O3 -march=native

uvg266

OpenBenchmarking.orgFrames Per Second, More Is Betteruvg266 0.8.0Video Input: Bosphorus 4K - Video Preset: Slow12c DDR5-60008c DDR5-6000714212835SE +/- 0.01, N = 3SE +/- 0.04, N = 330.4030.30

Blender

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 4.2Blend File: Fishy Cat - Compute: CPU-Only12c DDR5-60008c DDR5-6000510152025SE +/- 0.05, N = 3SE +/- 0.03, N = 318.4618.55

ASTC Encoder

OpenBenchmarking.orgMT/s, More Is BetterASTC Encoder 5.0Preset: Fast12c DDR5-60008c DDR5-60002004006008001000SE +/- 14.18, N = 3SE +/- 7.37, N = 131109.951072.781. (CXX) g++ options: -O3 -flto -pthread

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_bare12c DDR5-60008c DDR5-600048121620SE +/- 0.02, N = 3SE +/- 0.03, N = 317.7916.651. (CXX) g++ options: -O3 -lm

uvg266

OpenBenchmarking.orgFrames Per Second, More Is Betteruvg266 0.8.0Video Input: Bosphorus 4K - Video Preset: Medium12c DDR5-60008c DDR5-6000816243240SE +/- 0.06, N = 3SE +/- 0.02, N = 333.0432.92

MBW

This is a basic/simple memory (RAM) bandwidth benchmark for memory copy operations. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMiB/s, More Is BetterMBW 2018-09-08Test: Memory Copy - Array Size: 4096 MiB12c DDR5-60008c DDR5-60005K10K15K20K25KSE +/- 22.33, N = 3SE +/- 26.98, N = 325160.6323448.631. (CC) gcc options: -O3 -march=native

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: Water-layered Halfspace12c DDR5-60008c DDR5-600048121620SE +/- 0.08, N = 3SE +/- 0.07, N = 314.2814.361. (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

miniBUDE

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

OpenBenchmarking.orgBillion Interactions/s, More Is BetterminiBUDE 20210901Implementation: OpenMP - Input Deck: BM212c DDR5-60008c DDR5-600060120180240300SE +/- 2.24, N = 3SE +/- 0.50, N = 3286.86288.351. (CC) gcc options: -std=c99 -Ofast -ffast-math -fopenmp -march=native -lm

OpenBenchmarking.orgGFInst/s, More Is BetterminiBUDE 20210901Implementation: OpenMP - Input Deck: BM212c DDR5-60008c DDR5-600015003000450060007500SE +/- 56.00, N = 3SE +/- 12.59, N = 37171.457208.781. (CC) gcc options: -std=c99 -Ofast -ffast-math -fopenmp -march=native -lm

NAS Parallel Benchmarks

NPB, NAS Parallel Benchmarks, is a benchmark developed by NASA for high-end computer systems. This test profile currently uses the MPI version of NPB. This test profile offers selecting the different NPB tests/problems and varying problem sizes. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgTotal Mop/s, More Is BetterNAS Parallel Benchmarks 3.4Test / Class: CG.C12c DDR5-60008c DDR5-600014K28K42K56K70KSE +/- 928.22, N = 15SE +/- 631.87, N = 1565380.5860572.201. (F9X) gfortran options: -O3 -march=native -lmpi_usempif08 -lmpi_mpifh -lmpi -lopen-rte -lopen-pal -lhwloc -levent_core -levent_pthreads -lm -lz 2. Open MPI 4.1.6

Blender

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 4.2Blend File: Junkshop - Compute: CPU-Only12c DDR5-60008c DDR5-600048121620SE +/- 0.01, N = 3SE +/- 0.02, N = 316.7516.80

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 Halfspace12c DDR5-60008c DDR5-600048121620SE +/- 0.07, N = 3SE +/- 0.11, N = 313.7013.861. (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

NAMD

OpenBenchmarking.orgns/day, More Is BetterNAMD 3.0Input: STMV with 1,066,628 Atoms12c DDR5-60008c DDR5-60000.94891.89782.84673.79564.7445SE +/- 0.00356, N = 3SE +/- 0.00613, N = 34.217173.55953

OpenFOAM

OpenFOAM is the leading free, open-source software for computational fluid dynamics (CFD). This test profile currently uses the drivaerFastback test case for analyzing automotive aerodynamics or alternatively the older motorBike input. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterOpenFOAM 10Input: drivaerFastback, Small Mesh Size - Execution Time12c DDR5-60008c DDR5-600051015202522.4122.651. (CXX) g++ options: -std=c++14 -m64 -O3 -ftemplate-depth-100 -fPIC -fuse-ld=bfd -Xlinker --add-needed --no-as-needed -lfiniteVolume -lmeshTools -lparallel -llagrangian -lregionModels -lgenericPatchFields -lOpenFOAM -ldl -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterOpenFOAM 10Input: drivaerFastback, Small Mesh Size - Mesh Time12c DDR5-60008c DDR5-600051015202522.9422.301. (CXX) g++ options: -std=c++14 -m64 -O3 -ftemplate-depth-100 -fPIC -fuse-ld=bfd -Xlinker --add-needed --no-as-needed -lfiniteVolume -lmeshTools -lparallel -llagrangian -lregionModels -lgenericPatchFields -lOpenFOAM -ldl -lm

RAMspeed SMP

This benchmark tests the system memory (RAM) performance. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMB/s, More Is BetterRAMspeed SMP 3.5.0Type: Add - Benchmark: Integer12c DDR5-60008c DDR5-600030K60K90K120K150KSE +/- 235.46, N = 3SE +/- 1117.41, N = 3120526.5199666.501. (CC) gcc options: -O3 -march=native

OpenBenchmarking.orgMB/s, More Is BetterRAMspeed SMP 3.5.0Type: Copy - Benchmark: Integer12c DDR5-60008c DDR5-600030K60K90K120K150KSE +/- 266.61, N = 3SE +/- 779.65, N = 3139450.46115580.471. (CC) gcc options: -O3 -march=native

OpenBenchmarking.orgMB/s, More Is BetterRAMspeed SMP 3.5.0Type: Average - Benchmark: Integer12c DDR5-60008c DDR5-600030K60K90K120K150KSE +/- 252.96, N = 3SE +/- 807.29, N = 3130318.77110436.651. (CC) gcc options: -O3 -march=native

oneDNN

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 3.6Harness: IP Shapes 1D - Engine: CPU12c DDR5-60008c DDR5-60000.11970.23940.35910.47880.5985SE +/- 0.003116, N = 3SE +/- 0.004111, N = 30.5319840.529052MIN: 0.48MIN: 0.471. (CXX) g++ options: -O3 -march=native -fopenmp -msse4.1 -fPIC -fcf-protection=full -pie -ldl

RAMspeed SMP

This benchmark tests the system memory (RAM) performance. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMB/s, More Is BetterRAMspeed SMP 3.5.0Type: Triad - Benchmark: Integer12c DDR5-60008c DDR5-600030K60K90K120K150KSE +/- 253.90, N = 3SE +/- 795.56, N = 3122052.34104337.421. (CC) gcc options: -O3 -march=native

OpenBenchmarking.orgMB/s, More Is BetterRAMspeed SMP 3.5.0Type: Scale - Benchmark: Integer12c DDR5-60008c DDR5-600030K60K90K120K150KSE +/- 283.77, N = 3SE +/- 291.38, N = 3139548.85117864.041. (CC) gcc options: -O3 -march=native

SVT-AV1

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-AV1 2.3Encoder Mode: Preset 8 - Input: Bosphorus 4K12c DDR5-60008c DDR5-60004080120160200SE +/- 1.50, N = 3SE +/- 0.19, N = 3186.69182.611. (CXX) g++ options: -march=native -mno-avx -mavx2 -mavx512f -mavx512bw -mavx512dq

Blender

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 4.2Blend File: BMW27 - Compute: CPU-Only12c DDR5-60008c DDR5-60003691215SE +/- 0.05, N = 3SE +/- 0.05, N = 313.1413.09

Kvazaar

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

OpenBenchmarking.orgFrames Per Second, More Is BetterKvazaar 2.2Video Input: Bosphorus 4K - Video Preset: Slow12c DDR5-60008c DDR5-60001020304050SE +/- 0.08, N = 3SE +/- 0.11, N = 344.7944.761. (CC) gcc options: -pthread -ftree-vectorize -fvisibility=hidden -O2 -lpthread -lm -lrt

OpenBenchmarking.orgFrames Per Second, More Is BetterKvazaar 2.2Video Input: Bosphorus 4K - Video Preset: Medium12c DDR5-60008c DDR5-60001020304050SE +/- 0.06, N = 3SE +/- 0.09, N = 345.3045.381. (CC) gcc options: -pthread -ftree-vectorize -fvisibility=hidden -O2 -lpthread -lm -lrt

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. Helens12c DDR5-60008c DDR5-60001.31752.6353.95255.276.5875SE +/- 0.055041694, N = 6SE +/- 0.034598254, N = 35.7787146135.8553509331. (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

NAS Parallel Benchmarks

NPB, NAS Parallel Benchmarks, is a benchmark developed by NASA for high-end computer systems. This test profile currently uses the MPI version of NPB. This test profile offers selecting the different NPB tests/problems and varying problem sizes. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgTotal Mop/s, More Is BetterNAS Parallel Benchmarks 3.4Test / Class: SP.C12c DDR5-60008c DDR5-600030K60K90K120K150KSE +/- 622.44, N = 3SE +/- 459.55, N = 3154965.84108558.211. (F9X) gfortran options: -O3 -march=native -lmpi_usempif08 -lmpi_mpifh -lmpi -lopen-rte -lopen-pal -lhwloc -levent_core -levent_pthreads -lm -lz 2. Open MPI 4.1.6

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 Halfspace12c DDR5-60008c DDR5-6000246810SE +/- 0.106640607, N = 3SE +/- 0.043840287, N = 38.1948624988.1980058371. (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

NAS Parallel Benchmarks

NPB, NAS Parallel Benchmarks, is a benchmark developed by NASA for high-end computer systems. This test profile currently uses the MPI version of NPB. This test profile offers selecting the different NPB tests/problems and varying problem sizes. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgTotal Mop/s, More Is BetterNAS Parallel Benchmarks 3.4Test / Class: BT.C12c DDR5-60008c DDR5-600080K160K240K320K400KSE +/- 2078.86, N = 3SE +/- 377.10, N = 3361153.06284718.531. (F9X) gfortran options: -O3 -march=native -lmpi_usempif08 -lmpi_mpifh -lmpi -lopen-rte -lopen-pal -lhwloc -levent_core -levent_pthreads -lm -lz 2. Open MPI 4.1.6

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: Tomographic Model12c DDR5-60008c DDR5-6000246810SE +/- 0.086144824, N = 3SE +/- 0.080343793, N = 36.7779583006.6263693561. (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

NAS Parallel Benchmarks

NPB, NAS Parallel Benchmarks, is a benchmark developed by NASA for high-end computer systems. This test profile currently uses the MPI version of NPB. This test profile offers selecting the different NPB tests/problems and varying problem sizes. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgTotal Mop/s, More Is BetterNAS Parallel Benchmarks 3.4Test / Class: SP.B12c DDR5-60008c DDR5-600040K80K120K160K200KSE +/- 2749.03, N = 3SE +/- 1524.43, N = 15199255.89169436.811. (F9X) gfortran options: -O3 -march=native -lmpi_usempif08 -lmpi_mpifh -lmpi -lopen-rte -lopen-pal -lhwloc -levent_core -levent_pthreads -lm -lz 2. Open MPI 4.1.6

oneDNN

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 3.6Harness: IP Shapes 3D - Engine: CPU12c DDR5-60008c DDR5-60000.060.120.180.240.3SE +/- 0.000721, N = 3SE +/- 0.000649, N = 30.2667910.265558MIN: 0.25MIN: 0.251. (CXX) g++ options: -O3 -march=native -fopenmp -msse4.1 -fPIC -fcf-protection=full -pie -ldl

ASTC Encoder

OpenBenchmarking.orgMT/s, More Is BetterASTC Encoder 5.0Preset: Thorough12c DDR5-60008c DDR5-600020406080100SE +/- 0.02, N = 3SE +/- 0.04, N = 382.2882.191. (CXX) g++ options: -O3 -flto -pthread

uvg266

OpenBenchmarking.orgFrames Per Second, More Is Betteruvg266 0.8.0Video Input: Bosphorus 4K - Video Preset: Super Fast12c DDR5-60008c DDR5-60001530456075SE +/- 0.11, N = 3SE +/- 0.32, N = 367.2665.52

OpenBenchmarking.orgFrames Per Second, More Is Betteruvg266 0.8.0Video Input: Bosphorus 4K - Video Preset: Very Fast12c DDR5-60008c DDR5-60001530456075SE +/- 0.21, N = 3SE +/- 0.33, N = 367.2466.12

OpenBenchmarking.orgFrames Per Second, More Is Betteruvg266 0.8.0Video Input: Bosphorus 4K - Video Preset: Ultra Fast12c DDR5-60008c DDR5-60001530456075SE +/- 0.18, N = 3SE +/- 0.79, N = 367.6566.86

LuxCoreRender

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

OpenBenchmarking.orgM samples/sec, More Is BetterLuxCoreRender 2.6Scene: Rainbow Colors and Prism - Acceleration: CPU12c DDR5-60008c DDR5-6000714212835SE +/- 0.19, N = 3SE +/- 0.02, N = 328.2327.85MIN: 25.05 / MAX: 28.69MIN: 24.8 / MAX: 28.48

NAS Parallel Benchmarks

NPB, NAS Parallel Benchmarks, is a benchmark developed by NASA for high-end computer systems. This test profile currently uses the MPI version of NPB. This test profile offers selecting the different NPB tests/problems and varying problem sizes. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgTotal Mop/s, More Is BetterNAS Parallel Benchmarks 3.4Test / Class: LU.C12c DDR5-60008c DDR5-600070K140K210K280K350KSE +/- 2348.10, N = 3SE +/- 1080.76, N = 3311883.80275011.411. (F9X) gfortran options: -O3 -march=native -lmpi_usempif08 -lmpi_mpifh -lmpi -lopen-rte -lopen-pal -lhwloc -levent_core -levent_pthreads -lm -lz 2. Open MPI 4.1.6

OpenBenchmarking.orgTotal Mop/s, More Is BetterNAS Parallel Benchmarks 3.4Test / Class: IS.D12c DDR5-60008c DDR5-600015003000450060007500SE +/- 26.78, N = 3SE +/- 31.49, N = 36970.895653.351. (F9X) gfortran options: -O3 -march=native -lmpi_usempif08 -lmpi_mpifh -lmpi -lopen-rte -lopen-pal -lhwloc -levent_core -levent_pthreads -lm -lz 2. Open MPI 4.1.6

OpenBenchmarking.orgTotal Mop/s, More Is BetterNAS Parallel Benchmarks 3.4Test / Class: MG.C12c DDR5-60008c DDR5-600030K60K90K120K150KSE +/- 2056.93, N = 3SE +/- 1082.06, N = 15147097.41105206.581. (F9X) gfortran options: -O3 -march=native -lmpi_usempif08 -lmpi_mpifh -lmpi -lopen-rte -lopen-pal -lhwloc -levent_core -levent_pthreads -lm -lz 2. Open MPI 4.1.6

m-queens

A solver for the N-queens problem with multi-threading support via the OpenMP library. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is Betterm-queens 1.2Time To Solve12c DDR5-60008c DDR5-6000246810SE +/- 0.047, N = 3SE +/- 0.010, N = 37.2147.2291. (CXX) g++ options: -fopenmp -O2 -march=native

Stream

This is a benchmark of Stream, the popular system memory (RAM) benchmark. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMB/s, More Is BetterStream 2013-01-17Type: Copy12c DDR5-60008c DDR5-600070K140K210K280K350KSE +/- 570.76, N = 5SE +/- 357.86, N = 5343229.3221234.41. (CC) gcc options: -mcmodel=medium -O3 -march=native -fopenmp

Kvazaar

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

OpenBenchmarking.orgFrames Per Second, More Is BetterKvazaar 2.2Video Input: Bosphorus 4K - Video Preset: Very Fast12c DDR5-60008c DDR5-600020406080100SE +/- 0.61, N = 3SE +/- 0.20, N = 390.4689.331. (CC) gcc options: -pthread -ftree-vectorize -fvisibility=hidden -O2 -lpthread -lm -lrt

OpenBenchmarking.orgFrames Per Second, More Is BetterKvazaar 2.2Video Input: Bosphorus 4K - Video Preset: Super Fast12c DDR5-60008c DDR5-600020406080100SE +/- 0.52, N = 3SE +/- 0.53, N = 391.5493.401. (CC) gcc options: -pthread -ftree-vectorize -fvisibility=hidden -O2 -lpthread -lm -lrt

SVT-AV1

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-AV1 2.3Encoder Mode: Preset 13 - Input: Bosphorus 4K12c DDR5-60008c DDR5-600090180270360450SE +/- 1.17, N = 3SE +/- 0.57, N = 3435.38430.871. (CXX) g++ options: -march=native -mno-avx -mavx2 -mavx512f -mavx512bw -mavx512dq

Kvazaar

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

OpenBenchmarking.orgFrames Per Second, More Is BetterKvazaar 2.2Video Input: Bosphorus 4K - Video Preset: Ultra Fast12c DDR5-60008c DDR5-600020406080100SE +/- 0.29, N = 3SE +/- 0.36, N = 396.0796.721. (CC) gcc options: -pthread -ftree-vectorize -fvisibility=hidden -O2 -lpthread -lm -lrt

oneDNN

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 3.6Harness: Convolution Batch Shapes Auto - Engine: CPU12c DDR5-60008c DDR5-60000.07730.15460.23190.30920.3865SE +/- 0.000927, N = 3SE +/- 0.000677, N = 30.3435930.341374MIN: 0.32MIN: 0.331. (CXX) g++ options: -O3 -march=native -fopenmp -msse4.1 -fPIC -fcf-protection=full -pie -ldl

NAMD

OpenBenchmarking.orgns/day, More Is BetterNAMD 3.0Input: ATPase with 327,506 Atoms12c DDR5-60008c DDR5-60003691215SE +/- 0.03, N = 3SE +/- 0.03, N = 312.2911.62

NAS Parallel Benchmarks

NPB, NAS Parallel Benchmarks, is a benchmark developed by NASA for high-end computer systems. This test profile currently uses the MPI version of NPB. This test profile offers selecting the different NPB tests/problems and varying problem sizes. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgTotal Mop/s, More Is BetterNAS Parallel Benchmarks 3.4Test / Class: FT.C12c DDR5-60008c DDR5-600040K80K120K160K200KSE +/- 1877.63, N = 4SE +/- 1124.88, N = 3164903.45120202.201. (F9X) gfortran options: -O3 -march=native -lmpi_usempif08 -lmpi_mpifh -lmpi -lopen-rte -lopen-pal -lhwloc -levent_core -levent_pthreads -lm -lz 2. Open MPI 4.1.6

ASTC Encoder

OpenBenchmarking.orgMT/s, More Is BetterASTC Encoder 5.0Preset: Medium12c DDR5-60008c DDR5-6000120240360480600SE +/- 0.76, N = 3SE +/- 0.83, N = 3568.83568.341. (CXX) g++ options: -O3 -flto -pthread

oneDNN

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 3.6Harness: Deconvolution Batch shapes_3d - Engine: CPU12c DDR5-60008c DDR5-60000.16120.32240.48360.64480.806SE +/- 0.002304, N = 3SE +/- 0.001800, N = 30.7163730.715363MIN: 0.62MIN: 0.621. (CXX) g++ options: -O3 -march=native -fopenmp -msse4.1 -fPIC -fcf-protection=full -pie -ldl

NAS Parallel Benchmarks

NPB, NAS Parallel Benchmarks, is a benchmark developed by NASA for high-end computer systems. This test profile currently uses the MPI version of NPB. This test profile offers selecting the different NPB tests/problems and varying problem sizes. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgTotal Mop/s, More Is BetterNAS Parallel Benchmarks 3.4Test / Class: EP.C12c DDR5-60008c DDR5-60002K4K6K8K10KSE +/- 85.90, N = 3SE +/- 91.88, N = 311230.8111375.831. (F9X) gfortran options: -O3 -march=native -lmpi_usempif08 -lmpi_mpifh -lmpi -lopen-rte -lopen-pal -lhwloc -levent_core -levent_pthreads -lm -lz 2. Open MPI 4.1.6

Stream

This is a benchmark of Stream, the popular system memory (RAM) benchmark. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMB/s, More Is BetterStream 2013-01-17Type: Add12c DDR5-60008c DDR5-600080K160K240K320K400KSE +/- 1639.97, N = 5SE +/- 1797.63, N = 5355858.4233276.21. (CC) gcc options: -mcmodel=medium -O3 -march=native -fopenmp

OpenBenchmarking.orgMB/s, More Is BetterStream 2013-01-17Type: Triad12c DDR5-60008c DDR5-600070K140K210K280K350KSE +/- 1895.03, N = 5SE +/- 936.98, N = 5348347.3229604.01. (CC) gcc options: -mcmodel=medium -O3 -march=native -fopenmp

OpenBenchmarking.orgMB/s, More Is BetterStream 2013-01-17Type: Scale12c DDR5-60008c DDR5-600070K140K210K280K350KSE +/- 478.12, N = 5SE +/- 630.12, N = 5314946.5204677.81. (CC) gcc options: -mcmodel=medium -O3 -march=native -fopenmp

193 Results Shown

OpenVKL
SVT-AV1
PostgreSQL:
  1000 - 800 - Read Write - Average Latency
  1000 - 800 - Read Write
High Performance Conjugate Gradient
OpenRadioss
LuxCoreRender
ONNX Runtime:
  fcn-resnet101-11 - CPU - Standard:
    Inference Time Cost (ms)
    Inferences Per Second
TensorFlow
LiteRT
Xcompact3d Incompact3d
Epoch
Whisperfile
XNNPACK:
  QS8MobileNetV2
  FP16MobileNetV3Small
  FP16MobileNetV3Large
  FP16MobileNetV2
  FP16MobileNetV1
  FP32MobileNetV3Small
  FP32MobileNetV3Large
  FP32MobileNetV2
  FP32MobileNetV1
Timed Linux Kernel Compilation
OpenVINO:
  Person Detection FP16 - CPU:
    ms
    FPS
LuxCoreRender
High Performance Conjugate Gradient
LuxCoreRender
ONNX Runtime:
  CaffeNet 12-int8 - CPU - Standard:
    Inference Time Cost (ms)
    Inferences Per Second
PostgreSQL:
  1000 - 800 - Read Only - Average Latency
  1000 - 800 - Read Only
SVT-AV1:
  Preset 5 - Beauty 4K 10-bit
  Preset 3 - Bosphorus 4K
LiteRT:
  NASNet Mobile
  DeepLab V3
  Quantized COCO SSD MobileNet v1
Graph500:
  26:
    sssp max_TEPS
    sssp median_TEPS
    bfs max_TEPS
    bfs median_TEPS
ClickHouse:
  100M Rows Hits Dataset, Third Run
  100M Rows Hits Dataset, Second Run
  100M Rows Hits Dataset, First Run / Cold Cache
Apache Cassandra
Blender
OpenFOAM:
  drivaerFastback, Medium Mesh Size - Execution Time
  drivaerFastback, Medium Mesh Size - Mesh Time
Whisperfile
nginx
Apache HTTP Server
SVT-AV1
WarpX
OpenRadioss
Timed Godot Game Engine Compilation
LiteRT
oneDNN:
  Recurrent Neural Network Training - CPU
  Recurrent Neural Network Inference - CPU
Chaos Group V-RAY
SVT-AV1
Memcached:
  1:10
  1:5
  1:100
VVenC
LuxCoreRender
OpenVINO:
  Face Detection FP16-INT8 - CPU:
    ms
    FPS
  Noise Suppression Poconet-Like FP16 - CPU:
    ms
    FPS
  Machine Translation EN To DE FP16 - CPU:
    ms
    FPS
  Person Vehicle Bike Detection FP16 - CPU:
    ms
    FPS
  Person Re-Identification Retail FP16 - CPU:
    ms
    FPS
  Road Segmentation ADAS FP16-INT8 - CPU:
    ms
    FPS
  Age Gender Recognition Retail 0013 FP16-INT8 - CPU:
    ms
    FPS
  Face Detection Retail FP16-INT8 - CPU:
    ms
    FPS
ONNX Runtime:
  GPT-2 - CPU - Standard:
    Inference Time Cost (ms)
    Inferences Per Second
  ZFNet-512 - CPU - Standard:
    Inference Time Cost (ms)
    Inferences Per Second
OpenVINO:
  Vehicle Detection FP16-INT8 - CPU:
    ms
    FPS
  Handwritten English Recognition FP16-INT8 - CPU:
    ms
    FPS
ONNX Runtime:
  bertsquad-12 - CPU - Standard:
    Inference Time Cost (ms)
    Inferences Per Second
  yolov4 - CPU - Standard:
    Inference Time Cost (ms)
    Inferences Per Second
  T5 Encoder - CPU - Standard:
    Inference Time Cost (ms)
    Inferences Per Second
OpenVINO:
  Weld Porosity Detection FP16-INT8 - CPU:
    ms
    FPS
John The Ripper:
  MD5
  HMAC-SHA512
Build2
LiteRT:
  Inception ResNet V2
  Mobilenet Float
  SqueezeNet
Stargate Digital Audio Workstation:
  192000 - 512
  192000 - 1024
SVT-AV1
MBW
srsRAN Project
Blender
RawTherapee
MBW
Blender
7-Zip Compression:
  Decompression Rating
  Compression Rating
Stargate Digital Audio Workstation
Liquid-DSP:
  192 - 256 - 512
  128 - 256 - 512
John The Ripper
Liquid-DSP
John The Ripper:
  bcrypt
  Blowfish
Liquid-DSP:
  192 - 256 - 57
  128 - 256 - 57
  64 - 256 - 57
Xcompact3d Incompact3d
Timed Linux Kernel Compilation
Stargate Digital Audio Workstation
GPAW
NAS Parallel Benchmarks
VVenC
WarpX
Algebraic Multi-Grid Benchmark
oneDNN
ASTC Encoder:
  Very Thorough
  Exhaustive
srsRAN Project
MBW
uvg266
Blender
ASTC Encoder
GROMACS
uvg266
MBW
SPECFEM3D
miniBUDE:
  OpenMP - BM2:
    Billion Interactions/s
    GFInst/s
NAS Parallel Benchmarks
Blender
SPECFEM3D
NAMD
OpenFOAM:
  drivaerFastback, Small Mesh Size - Execution Time
  drivaerFastback, Small Mesh Size - Mesh Time
RAMspeed SMP:
  Add - Integer
  Copy - Integer
  Average - Integer
oneDNN
RAMspeed SMP:
  Triad - Integer
  Scale - Integer
SVT-AV1
Blender
Kvazaar:
  Bosphorus 4K - Slow
  Bosphorus 4K - Medium
SPECFEM3D
NAS Parallel Benchmarks
SPECFEM3D
NAS Parallel Benchmarks
SPECFEM3D
NAS Parallel Benchmarks
oneDNN
ASTC Encoder
uvg266:
  Bosphorus 4K - Super Fast
  Bosphorus 4K - Very Fast
  Bosphorus 4K - Ultra Fast
LuxCoreRender
NAS Parallel Benchmarks:
  LU.C
  IS.D
  MG.C
m-queens
Stream
Kvazaar:
  Bosphorus 4K - Very Fast
  Bosphorus 4K - Super Fast
SVT-AV1
Kvazaar
oneDNN
NAMD
NAS Parallel Benchmarks
ASTC Encoder
oneDNN
NAS Parallel Benchmarks
Stream:
  Add
  Triad
  Scale

8c DDR5-6000

Processor: AMD EPYC 9655P 96-Core @ 2.60GHz (96 Cores / 192 Threads), Motherboard: Supermicro Super Server H13SSL-N v1.01 (3.0 BIOS), Chipset: AMD 1Ah, Memory: 8 x 64GB DDR5-6000MT/s, Disk: 3201GB Micron_7450_MTFDKCB3T2TFS, Graphics: ASPEED, Network: 2 x Broadcom NetXtreme BCM5720 PCIe

OS: Ubuntu 24.10, Kernel: 6.12.0-rc7-phx (x86_64), Desktop: GNOME Shell 47.0, Display Server: X Server, Compiler: GCC 14.2.0, File-System: ext4, Screen Resolution: 1024x768

Kernel Notes: Transparent Huge Pages: madvise
Compiler Notes: --build=x86_64-linux-gnu --disable-vtable-verify --disable-werror --enable-bootstrap --enable-cet --enable-checking=release --enable-clocale=gnu --enable-default-pie --enable-gnu-unique-object --enable-languages=c,ada,c++,go,d,fortran,objc,obj-c++,m2,rust --enable-libphobos-checking=release --enable-libstdcxx-backtrace --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-link-serialization=2 --enable-multiarch --enable-multilib --enable-nls --enable-objc-gc=auto --enable-offload-defaulted --enable-offload-targets=nvptx-none=/build/gcc-14-zdkDXv/gcc-14-14.2.0/debian/tmp-nvptx/usr,amdgcn-amdhsa=/build/gcc-14-zdkDXv/gcc-14-14.2.0/debian/tmp-gcn/usr --enable-plugin --enable-shared --enable-threads=posix --host=x86_64-linux-gnu --program-prefix=x86_64-linux-gnu- --target=x86_64-linux-gnu --with-abi=m64 --with-arch-32=i686 --with-build-config=bootstrap-lto-lean --with-default-libstdcxx-abi=new --with-gcc-major-version-only --with-multilib-list=m32,m64,mx32 --with-target-system-zlib=auto --with-tune=generic --without-cuda-driver -v
Processor Notes: Scaling Governor: acpi-cpufreq performance (Boost: Enabled) - CPU Microcode: 0xb002116
Java Notes: OpenJDK Runtime Environment (build 21.0.5+11-Ubuntu-1ubuntu124.10)
Python Notes: Python 3.12.7
Security Notes: gather_data_sampling: Not affected + itlb_multihit: Not affected + l1tf: Not affected + mds: Not affected + meltdown: Not affected + mmio_stale_data: Not affected + reg_file_data_sampling: Not affected + retbleed: Not affected + spec_rstack_overflow: 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; STIBP: always-on; RSB filling; PBRSB-eIBRS: Not affected; BHI: Not affected + srbds: Not affected + tsx_async_abort: Not affected

Testing initiated at 15 November 2024 21:45 by user phoronix.

12c DDR5-6000

Processor: AMD EPYC 9655P 96-Core @ 2.60GHz (96 Cores / 192 Threads), Motherboard: Supermicro Super Server H13SSL-N v1.01 (3.0 BIOS), Chipset: AMD 1Ah, Memory: 12 x 64GB DDR5-6000MT/s Micron MTC40F2046S1RC64BDY QSFF, Disk: 3201GB Micron_7450_MTFDKCB3T2TFS, Graphics: ASPEED, Network: 2 x Broadcom NetXtreme BCM5720 PCIe

OS: Ubuntu 24.10, Kernel: 6.12.0-rc7-phx (x86_64), Desktop: GNOME Shell 47.0, Display Server: X Server, Compiler: GCC 14.2.0, File-System: ext4, Screen Resolution: 1024x768

Kernel Notes: Transparent Huge Pages: madvise
Compiler Notes: --build=x86_64-linux-gnu --disable-vtable-verify --disable-werror --enable-bootstrap --enable-cet --enable-checking=release --enable-clocale=gnu --enable-default-pie --enable-gnu-unique-object --enable-languages=c,ada,c++,go,d,fortran,objc,obj-c++,m2,rust --enable-libphobos-checking=release --enable-libstdcxx-backtrace --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-link-serialization=2 --enable-multiarch --enable-multilib --enable-nls --enable-objc-gc=auto --enable-offload-defaulted --enable-offload-targets=nvptx-none=/build/gcc-14-zdkDXv/gcc-14-14.2.0/debian/tmp-nvptx/usr,amdgcn-amdhsa=/build/gcc-14-zdkDXv/gcc-14-14.2.0/debian/tmp-gcn/usr --enable-plugin --enable-shared --enable-threads=posix --host=x86_64-linux-gnu --program-prefix=x86_64-linux-gnu- --target=x86_64-linux-gnu --with-abi=m64 --with-arch-32=i686 --with-build-config=bootstrap-lto-lean --with-default-libstdcxx-abi=new --with-gcc-major-version-only --with-multilib-list=m32,m64,mx32 --with-target-system-zlib=auto --with-tune=generic --without-cuda-driver -v
Processor Notes: Scaling Governor: acpi-cpufreq performance (Boost: Enabled) - CPU Microcode: 0xb002116
Python Notes: Python 3.12.7
Security Notes: gather_data_sampling: Not affected + itlb_multihit: Not affected + l1tf: Not affected + mds: Not affected + meltdown: Not affected + mmio_stale_data: Not affected + reg_file_data_sampling: Not affected + retbleed: Not affected + spec_rstack_overflow: 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; STIBP: always-on; RSB filling; PBRSB-eIBRS: Not affected; BHI: Not affected + srbds: Not affected + tsx_async_abort: Not affected

Testing initiated at 15 November 2024 11:35 by user phoronix.