AMD EPYC 7763 1P spec_rstack_overflow

Benchmarks by Michael Larabel for a future article looking at AMD Inception impact.

HTML result view exported from: https://openbenchmarking.org/result/2308112-NE-EPYC7763124&sor&grw.

AMD EPYC 7763 1P spec_rstack_overflowProcessorMotherboardChipsetMemoryDiskGraphicsMonitorNetworkOSKernelDesktopDisplay ServerVulkanCompilerFile-SystemScreen Resolutionoffsafe RET no microcodesafe RETIBPBAMD EPYC 7763 64-Core @ 2.45GHz (64 Cores / 128 Threads)AMD DAYTONA_X (RYM1009B BIOS)AMD Starship/Matisse256GB800GB INTEL SSDPF21Q800GBASPEEDVE2282 x Mellanox MT27710Ubuntu 22.046.5.0-rc5-phx-tues (x86_64)GNOME Shell 42.5X Server 1.21.1.31.3.224GCC 11.3.0 + LLVM 14.0.0ext41920x1080OpenBenchmarking.orgKernel Details- Transparent Huge Pages: madviseCompiler Details- --build=x86_64-linux-gnu --disable-vtable-verify --disable-werror --enable-bootstrap --enable-cet --enable-checking=release --enable-clocale=gnu --enable-default-pie --enable-gnu-unique-object --enable-languages=c,ada,c++,go,brig,d,fortran,objc,obj-c++,m2 --enable-libphobos-checking=release --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-link-serialization=2 --enable-multiarch --enable-multilib --enable-nls --enable-objc-gc=auto --enable-offload-targets=nvptx-none=/build/gcc-11-xKiWfi/gcc-11-11.3.0/debian/tmp-nvptx/usr,amdgcn-amdhsa=/build/gcc-11-xKiWfi/gcc-11-11.3.0/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 Disk Details- NONE / errors=remount-ro,relatime,rw / Block Size: 4096Processor Details- off: Scaling Governor: acpi-cpufreq performance (Boost: Enabled) - CPU Microcode: 0xa001173- safe RET no microcode: Scaling Governor: acpi-cpufreq performance (Boost: Enabled) - CPU Microcode: 0xa001173- safe RET: Scaling Governor: acpi-cpufreq performance (Boost: Enabled) - CPU Microcode: 0xa0011d1- IBPB: Scaling Governor: acpi-cpufreq performance (Boost: Enabled) - CPU Microcode: 0xa0011d1Java Details- OpenJDK Runtime Environment (build 11.0.20+8-post-Ubuntu-1ubuntu122.04)Python Details- Python 3.10.6Security Details- off: gather_data_sampling: Not affected + itlb_multihit: Not affected + l1tf: Not affected + mds: Not affected + meltdown: Not affected + mmio_stale_data: Not affected + retbleed: Not affected + spec_rstack_overflow: Vulnerable no microcode + spec_store_bypass: Mitigation of SSB disabled via prctl + spectre_v1: Mitigation of usercopy/swapgs barriers and __user pointer sanitization + spectre_v2: Mitigation of Retpolines IBPB: conditional IBRS_FW STIBP: always-on RSB filling PBRSB-eIBRS: Not affected + srbds: Not affected + tsx_async_abort: Not affected - safe RET no microcode: gather_data_sampling: Not affected + itlb_multihit: Not affected + l1tf: Not affected + mds: Not affected + meltdown: Not affected + mmio_stale_data: Not affected + retbleed: Not affected + spec_rstack_overflow: Mitigation of safe RET no microcode + spec_store_bypass: Mitigation of SSB disabled via prctl + spectre_v1: Mitigation of usercopy/swapgs barriers and __user pointer sanitization + spectre_v2: Mitigation of Retpolines IBPB: conditional IBRS_FW STIBP: always-on RSB filling PBRSB-eIBRS: Not affected + srbds: Not affected + tsx_async_abort: Not affected - safe RET: gather_data_sampling: Not affected + itlb_multihit: Not affected + l1tf: Not affected + mds: Not affected + meltdown: Not affected + mmio_stale_data: Not affected + retbleed: Not affected + spec_rstack_overflow: Mitigation of safe RET + spec_store_bypass: Mitigation of SSB disabled via prctl + spectre_v1: Mitigation of usercopy/swapgs barriers and __user pointer sanitization + spectre_v2: Mitigation of Retpolines IBPB: conditional IBRS_FW STIBP: always-on RSB filling PBRSB-eIBRS: Not affected + srbds: Not affected + tsx_async_abort: Not affected - IBPB: gather_data_sampling: Not affected + itlb_multihit: Not affected + l1tf: Not affected + mds: Not affected + meltdown: Not affected + mmio_stale_data: Not affected + retbleed: Not affected + spec_rstack_overflow: Mitigation of IBPB + spec_store_bypass: Mitigation of SSB disabled via prctl + spectre_v1: Mitigation of usercopy/swapgs barriers and __user pointer sanitization + spectre_v2: Mitigation of Retpolines IBPB: conditional IBRS_FW STIBP: always-on RSB filling PBRSB-eIBRS: Not affected + srbds: Not affected + tsx_async_abort: Not affected

AMD EPYC 7763 1P spec_rstack_overflowdacapobench: Jythondacapobench: Tradebeansopenradioss: Bumper Beamopenradioss: Cell Phone Drop Testopenradioss: Bird Strike on Windshieldspecfem3d: Mount St. Helensspecfem3d: Layered Halfspacespecfem3d: Water-layered Halfspacespecfem3d: Tomographic Modelremhos: Sample Remap Exampleopenradioss: Rubber O-Ring Seal Installationopenradioss: INIVOL and Fluid Structure Interaction Drop Containermrbayes: Primate Phylogeny Analysistensorflow: CPU - 64 - ResNet-50numpy: deepsparse: NLP Document Classification, oBERT base uncased on IMDB - Asynchronous Multi-Streamdeepsparse: NLP Document Classification, oBERT base uncased on IMDB - Asynchronous Multi-Streamdeepsparse: NLP Sentiment Analysis, 80% Pruned Quantized BERT Base Uncased - Asynchronous Multi-Streamdeepsparse: NLP Sentiment Analysis, 80% Pruned Quantized BERT Base Uncased - Asynchronous Multi-Streamdeepsparse: ResNet-50, Baseline - Asynchronous Multi-Streamspecfem3d: Homogeneous Halfspacedeepsparse: ResNet-50, Baseline - Asynchronous Multi-Streamdeepsparse: ResNet-50, Sparse INT8 - Asynchronous Multi-Streamdeepsparse: ResNet-50, Sparse INT8 - Asynchronous Multi-Streamdeepsparse: BERT-Large, NLP Question Answering - Asynchronous Multi-Streamdeepsparse: BERT-Large, NLP Question Answering - Asynchronous Multi-Streamdeepsparse: CV Segmentation, 90% Pruned YOLACT Pruned - Asynchronous Multi-Streamdeepsparse: CV Segmentation, 90% Pruned YOLACT Pruned - Asynchronous Multi-Streamdeepsparse: BERT-Large, NLP Question Answering, Sparse INT8 - Asynchronous Multi-Streamdeepsparse: BERT-Large, NLP Question Answering, Sparse INT8 - Asynchronous Multi-Streamgromacs: MPI CPU - water_GMX50_barenamd: ATPase Simulation - 327,506 Atomsopenvino: Person Detection FP16 - CPUopenvino: Person Detection FP16 - CPUopenvino: Face Detection FP16-INT8 - CPUopenvino: Face Detection FP16-INT8 - CPUopenvino: Weld Porosity Detection FP16 - CPUopenvino: Weld Porosity Detection FP16 - CPUmt-dgemm: Sustained Floating-Point Rateamg: openfoam: drivaerFastback, Medium Mesh Size - Mesh Timeopenfoam: drivaerFastback, Medium Mesh Size - Execution Timecompress-7zip: Compression Ratingcompress-7zip: Decompression Ratingbuild-llvm: Ninjabuild-linux-kernel: defconfigbuild-linux-kernel: allmodconfigblender: BMW27 - CPU-Onlyblender: Pabellon Barcelona - CPU-Onlybuild-godot: Time To Compileembree: Pathtracer ISPC - Crownembree: Pathtracer ISPC - Asian Dragonopenvkl: vklBenchmark ISPCospray: particle_volume/ao/real_timeospray: particle_volume/scivis/real_timeospray: particle_volume/pathtracer/real_timeospray: gravity_spheres_volume/dim_512/ao/real_timeospray: gravity_spheres_volume/dim_512/scivis/real_timeospray: gravity_spheres_volume/dim_512/pathtracer/real_timebuild-nodejs: Time To Compilenginx: 500nginx: 1000apache-iotdb: 200 - 1 - 200apache-iotdb: 200 - 1 - 200apache-iotdb: 200 - 1 - 500apache-iotdb: 200 - 1 - 500apache-iotdb: 500 - 1 - 200apache-iotdb: 500 - 1 - 200apache-iotdb: 500 - 1 - 500apache-iotdb: 500 - 1 - 500apache-iotdb: 200 - 100 - 200apache-iotdb: 200 - 100 - 200apache-iotdb: 200 - 100 - 500apache-iotdb: 200 - 100 - 500apache-iotdb: 500 - 100 - 200apache-iotdb: 500 - 100 - 200apache-iotdb: 500 - 100 - 500apache-iotdb: 500 - 100 - 500spark: 1000000 - 100 - SHA-512 Benchmark Timespark: 1000000 - 100 - Calculate Pi Benchmarkspark: 1000000 - 100 - Group By Test Timespark: 1000000 - 100 - Repartition Test Timespark: 1000000 - 100 - Inner Join Test Timespark: 1000000 - 100 - Broadcast Inner Join Test Timespark: 1000000 - 100 - Calculate Pi Benchmark Using Dataframeclickhouse: 100M Rows Hits Dataset, First Run / Cold Cacheclickhouse: 100M Rows Hits Dataset, Second Runclickhouse: 100M Rows Hits Dataset, Third Runcockroach: KV, 50% Reads - 128cockroach: KV, 95% Reads - 128memtier-benchmark: Redis - 50 - 1:5memtier-benchmark: Redis - 100 - 1:5memtier-benchmark: Redis - 50 - 1:10memtier-benchmark: Redis - 100 - 1:10sqlite: 8sqlite: 16rocksdb: Update Randrocksdb: Read Rand Write Randcassandra: Writespgbench: 100 - 800 - Read Onlypgbench: 100 - 800 - Read Only - Average Latencypgbench: 100 - 800 - Read Writepgbench: 100 - 800 - Read Write - Average Latencymysqlslap: 4096mysqlslap: 8192offsafe RET no microcodesafe RETIBPB4193399387.7233.10144.8311.80123873231.84563042429.77253538614.13426560617.37577.46162.13136.68617.78457.2337.6037839.7201487.245065.5911468.830617.41712093368.14833840.63078.307846.7020678.933053.5968596.5915576.972255.39225.6800.381307.684092.9127.831141.431126.0328.4024.2005511011799000140.61562633.51902384374385585176.37431.192289.06327.3484.50121.94857.422964.596445318.022617.7511157.8298.960518.3317413.1355164.268169583.15166499.89960525.6613.831271946.5732.361176385.3514.051415756.3331.4943665846.2837.7039463981.42117.9749501499.1336.5858682618.1878.923.3931.844.912.091.881.30349.43361.81362.64103635.0135187.22204628.922197287.302177211.802195705.513.7556.273462287295168423874131287190.2566160412.9885903554191409693.6836.37152.9111.98216346031.82926187030.42753170914.40441923817.78885.04163.02137.51815.56418.9537.6987840.7721485.006965.8910468.364617.64368039768.25953816.76768.361246.7239679.576653.5972596.5579577.058955.37475.7300.381157.584124.7427.791142.291126.6428.3824.695818999645400145.06069644.36223334812383039182.16937.623344.24227.5884.69125.66357.295664.391645218.028817.7305155.1658.969418.3274913.2621172.749144020.03140555.98947741.3414.051342031.1130.291202637.3613.611408658.8331.9346538766.0135.1037720117.40123.6147445770.1838.5458073516.7979.193.4232.025.172.382.221.39323.42337.01329.19100851.4131487.02218601.792167181.092173694.772154339.264.8508.834428112287276523306927072800.2965517514.4994123014241414393.9036.40152.2712.01038078131.65994088529.59086826014.18805896217.95884.48163.97138.85115.65422.5837.6319840.4236487.367765.5662468.217017.69029865068.23253834.24398.321946.5677682.207153.5729596.7822576.816655.40285.7060.380987.604114.5827.821142.531126.1428.3923.702889999102100144.02174643.71316335595383515181.52837.243338.15727.4684.49125.06057.313864.674245317.981717.7305156.4198.940498.3381313.2538173.064142619.84143271.26918691.4514.731345598.5930.141211172.1313.361583717.6227.7344027904.8937.5338833415.97120.0650578426.5435.8257099408.1582.243.4731.435.152.262.141.41318.12337.12337.4599601.6132046.02145436.262145052.142172804.712157815.695.0068.800426947283908523624127684450.2895483714.58941830144465305113.6840.11160.7011.95144857732.00976214230.05383480814.22582522718.65899.04171.75144.82917.45389.9237.6818840.8881485.684265.7767467.315017.69591431968.34563824.84318.341146.6121681.396153.5782596.7902575.733555.50265.7070.385347.464204.3427.711144.981116.8928.6224.2514741005138667148.25442645.40958371799385487204.08040.085352.17827.7385.63135.96257.296763.466845017.966317.6743153.4398.892398.2654913.1709195.493137051.69135431.46921701.4414.781287324.3531.741344749.2011.931441637.6331.1144816394.7436.4738572529.56120.5349316970.2836.5657529201.4280.783.7131.495.742.312.411.642.60336.69347.92349.5095416.0119163.82092844.222126493.292137964.982148876.034.7937.934322231213000622081417338270.4615046315.854274276OpenBenchmarking.org

DaCapo Benchmark

Java Test: Jython

OpenBenchmarking.orgmsec, Fewer Is BetterDaCapo Benchmark 9.12-MR1Java Test: Jythonsafe RET no microcodeoffsafe RETIBPB10002000300040005000SE +/- 47.28, N = 4SE +/- 18.07, N = 4SE +/- 49.88, N = 4SE +/- 38.12, N = 204191419342414446

DaCapo Benchmark

Java Test: Tradebeans

OpenBenchmarking.orgmsec, Fewer Is BetterDaCapo Benchmark 9.12-MR1Java Test: Tradebeansoffsafe RET no microcodesafe RETIBPB11002200330044005500SE +/- 42.66, N = 4SE +/- 44.47, N = 4SE +/- 28.11, N = 4SE +/- 56.17, N = 43993409641435305

OpenRadioss

Model: Bumper Beam

OpenBenchmarking.orgSeconds, Fewer Is BetterOpenRadioss 2022.10.13Model: Bumper Beamoffsafe RET no microcodesafe RETIBPB306090120150SE +/- 0.33, N = 3SE +/- 0.08, N = 3SE +/- 0.03, N = 3SE +/- 0.23, N = 387.7293.6893.90113.68

OpenRadioss

Model: Cell Phone Drop Test

OpenBenchmarking.orgSeconds, Fewer Is BetterOpenRadioss 2022.10.13Model: Cell Phone Drop Testoffsafe RET no microcodesafe RETIBPB918273645SE +/- 0.11, N = 3SE +/- 0.26, N = 3SE +/- 0.03, N = 3SE +/- 0.14, N = 333.1036.3736.4040.11

OpenRadioss

Model: Bird Strike on Windshield

OpenBenchmarking.orgSeconds, Fewer Is BetterOpenRadioss 2022.10.13Model: Bird Strike on Windshieldoffsafe RETsafe RET no microcodeIBPB4080120160200SE +/- 0.07, N = 3SE +/- 0.73, N = 3SE +/- 0.67, N = 3SE +/- 0.89, N = 3144.83152.27152.91160.70

SPECFEM3D

Model: Mount St. Helens

OpenBenchmarking.orgSeconds, Fewer Is BetterSPECFEM3D 4.0Model: Mount St. HelensoffIBPBsafe RET no microcodesafe RET3691215SE +/- 0.05, N = 3SE +/- 0.05, N = 3SE +/- 0.07, N = 3SE +/- 0.04, N = 311.8011.9511.9812.011. (F9X) gfortran options: -O2 -fopenmp -std=f2003 -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

SPECFEM3D

Model: Layered Halfspace

OpenBenchmarking.orgSeconds, Fewer Is BetterSPECFEM3D 4.0Model: Layered Halfspacesafe RETsafe RET no microcodeoffIBPB714212835SE +/- 0.18, N = 3SE +/- 0.23, N = 3SE +/- 0.35, N = 3SE +/- 0.21, N = 331.6631.8331.8532.011. (F9X) gfortran options: -O2 -fopenmp -std=f2003 -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

SPECFEM3D

Model: Water-layered Halfspace

OpenBenchmarking.orgSeconds, Fewer Is BetterSPECFEM3D 4.0Model: Water-layered Halfspacesafe REToffIBPBsafe RET no microcode714212835SE +/- 0.35, N = 3SE +/- 0.15, N = 3SE +/- 0.19, N = 3SE +/- 0.25, N = 329.5929.7730.0530.431. (F9X) gfortran options: -O2 -fopenmp -std=f2003 -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

SPECFEM3D

Model: Tomographic Model

OpenBenchmarking.orgSeconds, Fewer Is BetterSPECFEM3D 4.0Model: Tomographic Modeloffsafe RETIBPBsafe RET no microcode48121620SE +/- 0.09, N = 3SE +/- 0.20, N = 3SE +/- 0.08, N = 3SE +/- 0.15, N = 314.1314.1914.2314.401. (F9X) gfortran options: -O2 -fopenmp -std=f2003 -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

Remhos

Test: Sample Remap Example

OpenBenchmarking.orgSeconds, Fewer Is BetterRemhos 1.0Test: Sample Remap Exampleoffsafe RET no microcodesafe RETIBPB510152025SE +/- 0.23, N = 3SE +/- 0.17, N = 3SE +/- 0.19, N = 3SE +/- 0.12, N = 1417.3817.7917.9618.661. (CXX) g++ options: -O3 -std=c++11 -lmfem -lHYPRE -lmetis -lrt -lmpi_cxx -lmpi

OpenRadioss

Model: Rubber O-Ring Seal Installation

OpenBenchmarking.orgSeconds, Fewer Is BetterOpenRadioss 2022.10.13Model: Rubber O-Ring Seal Installationoffsafe RETsafe RET no microcodeIBPB20406080100SE +/- 0.23, N = 3SE +/- 0.24, N = 3SE +/- 0.17, N = 3SE +/- 0.34, N = 377.4684.4885.0499.04

OpenRadioss

Model: INIVOL and Fluid Structure Interaction Drop Container

OpenBenchmarking.orgSeconds, Fewer Is BetterOpenRadioss 2022.10.13Model: INIVOL and Fluid Structure Interaction Drop Containeroffsafe RET no microcodesafe RETIBPB4080120160200SE +/- 0.16, N = 3SE +/- 0.39, N = 3SE +/- 0.50, N = 3SE +/- 0.17, N = 3162.13163.02163.97171.75

Timed MrBayes Analysis

Primate Phylogeny Analysis

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed MrBayes Analysis 3.2.7Primate Phylogeny Analysisoffsafe RET no microcodesafe RETIBPB306090120150SE +/- 0.85, N = 3SE +/- 0.66, N = 3SE +/- 1.05, N = 3SE +/- 1.03, N = 3136.69137.52138.85144.831. (CC) gcc options: -mmmx -msse -msse2 -msse3 -mssse3 -msse4.1 -msse4.2 -msse4a -msha -maes -mavx -mfma -mavx2 -mrdrnd -mbmi -mbmi2 -madx -mabm -O3 -std=c99 -pedantic -lm

TensorFlow

Device: CPU - Batch Size: 64 - Model: ResNet-50

OpenBenchmarking.orgimages/sec, More Is BetterTensorFlow 2.12Device: CPU - Batch Size: 64 - Model: ResNet-50offIBPBsafe RETsafe RET no microcode48121620SE +/- 0.06, N = 3SE +/- 0.04, N = 3SE +/- 0.03, N = 3SE +/- 0.02, N = 317.7817.4515.6515.56

Numpy Benchmark

OpenBenchmarking.orgScore, More Is BetterNumpy Benchmarkoffsafe RETsafe RET no microcodeIBPB100200300400500SE +/- 1.76, N = 3SE +/- 0.84, N = 3SE +/- 2.01, N = 3SE +/- 1.11, N = 3457.23422.58418.95389.92

Neural Magic DeepSparse

Model: NLP Document Classification, oBERT base uncased on IMDB - Scenario: Asynchronous Multi-Stream

OpenBenchmarking.orgitems/sec, More Is BetterNeural Magic DeepSparse 1.5Model: NLP Document Classification, oBERT base uncased on IMDB - Scenario: Asynchronous Multi-Streamsafe RET no microcodeIBPBsafe REToff918273645SE +/- 0.07, N = 3SE +/- 0.09, N = 3SE +/- 0.08, N = 3SE +/- 0.02, N = 337.7037.6837.6337.60

Neural Magic DeepSparse

Model: NLP Document Classification, oBERT base uncased on IMDB - Scenario: Asynchronous Multi-Stream

OpenBenchmarking.orgms/batch, Fewer Is BetterNeural Magic DeepSparse 1.5Model: NLP Document Classification, oBERT base uncased on IMDB - Scenario: Asynchronous Multi-Streamoffsafe RETsafe RET no microcodeIBPB2004006008001000SE +/- 0.50, N = 3SE +/- 0.34, N = 3SE +/- 0.36, N = 3SE +/- 0.53, N = 3839.72840.42840.77840.89

Neural Magic DeepSparse

Model: NLP Sentiment Analysis, 80% Pruned Quantized BERT Base Uncased - Scenario: Asynchronous Multi-Stream

OpenBenchmarking.orgitems/sec, More Is BetterNeural Magic DeepSparse 1.5Model: NLP Sentiment Analysis, 80% Pruned Quantized BERT Base Uncased - Scenario: Asynchronous Multi-Streamsafe REToffIBPBsafe RET no microcode110220330440550SE +/- 1.01, N = 3SE +/- 1.15, N = 3SE +/- 1.48, N = 3SE +/- 0.96, N = 3487.37487.25485.68485.01

Neural Magic DeepSparse

Model: NLP Sentiment Analysis, 80% Pruned Quantized BERT Base Uncased - Scenario: Asynchronous Multi-Stream

OpenBenchmarking.orgms/batch, Fewer Is BetterNeural Magic DeepSparse 1.5Model: NLP Sentiment Analysis, 80% Pruned Quantized BERT Base Uncased - Scenario: Asynchronous Multi-Streamsafe REToffIBPBsafe RET no microcode1530456075SE +/- 0.16, N = 3SE +/- 0.15, N = 3SE +/- 0.20, N = 3SE +/- 0.14, N = 365.5765.5965.7865.89

Neural Magic DeepSparse

Model: ResNet-50, Baseline - Scenario: Asynchronous Multi-Stream

OpenBenchmarking.orgitems/sec, More Is BetterNeural Magic DeepSparse 1.5Model: ResNet-50, Baseline - Scenario: Asynchronous Multi-Streamoffsafe RET no microcodesafe RETIBPB100200300400500SE +/- 0.24, N = 3SE +/- 0.42, N = 3SE +/- 0.31, N = 3SE +/- 0.43, N = 3468.83468.36468.22467.32

SPECFEM3D

Model: Homogeneous Halfspace

OpenBenchmarking.orgSeconds, Fewer Is BetterSPECFEM3D 4.0Model: Homogeneous Halfspaceoffsafe RET no microcodesafe RETIBPB48121620SE +/- 0.07, N = 3SE +/- 0.20, N = 4SE +/- 0.21, N = 3SE +/- 0.11, N = 317.4217.6417.6917.701. (F9X) gfortran options: -O2 -fopenmp -std=f2003 -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

Neural Magic DeepSparse

Model: ResNet-50, Baseline - Scenario: Asynchronous Multi-Stream

OpenBenchmarking.orgms/batch, Fewer Is BetterNeural Magic DeepSparse 1.5Model: ResNet-50, Baseline - Scenario: Asynchronous Multi-Streamoffsafe RETsafe RET no microcodeIBPB1530456075SE +/- 0.02, N = 3SE +/- 0.04, N = 3SE +/- 0.04, N = 3SE +/- 0.07, N = 368.1568.2368.2668.35

Neural Magic DeepSparse

Model: ResNet-50, Sparse INT8 - Scenario: Asynchronous Multi-Stream

OpenBenchmarking.orgitems/sec, More Is BetterNeural Magic DeepSparse 1.5Model: ResNet-50, Sparse INT8 - Scenario: Asynchronous Multi-Streamoffsafe RETIBPBsafe RET no microcode8001600240032004000SE +/- 4.76, N = 3SE +/- 12.28, N = 3SE +/- 7.83, N = 3SE +/- 7.72, N = 33840.633834.243824.843816.77

Neural Magic DeepSparse

Model: ResNet-50, Sparse INT8 - Scenario: Asynchronous Multi-Stream

OpenBenchmarking.orgms/batch, Fewer Is BetterNeural Magic DeepSparse 1.5Model: ResNet-50, Sparse INT8 - Scenario: Asynchronous Multi-Streamoffsafe RETIBPBsafe RET no microcode246810SE +/- 0.0095, N = 3SE +/- 0.0271, N = 3SE +/- 0.0189, N = 3SE +/- 0.0167, N = 38.30788.32198.34118.3612

Neural Magic DeepSparse

Model: BERT-Large, NLP Question Answering - Scenario: Asynchronous Multi-Stream

OpenBenchmarking.orgitems/sec, More Is BetterNeural Magic DeepSparse 1.5Model: BERT-Large, NLP Question Answering - Scenario: Asynchronous Multi-Streamsafe RET no microcodeoffIBPBsafe RET1122334455SE +/- 0.08, N = 3SE +/- 0.11, N = 3SE +/- 0.02, N = 3SE +/- 0.03, N = 346.7246.7046.6146.57

Neural Magic DeepSparse

Model: BERT-Large, NLP Question Answering - Scenario: Asynchronous Multi-Stream

OpenBenchmarking.orgms/batch, Fewer Is BetterNeural Magic DeepSparse 1.5Model: BERT-Large, NLP Question Answering - Scenario: Asynchronous Multi-Streamoffsafe RET no microcodeIBPBsafe RET150300450600750SE +/- 1.21, N = 3SE +/- 1.47, N = 3SE +/- 1.14, N = 3SE +/- 0.96, N = 3678.93679.58681.40682.21

Neural Magic DeepSparse

Model: CV Segmentation, 90% Pruned YOLACT Pruned - Scenario: Asynchronous Multi-Stream

OpenBenchmarking.orgitems/sec, More Is BetterNeural Magic DeepSparse 1.5Model: CV Segmentation, 90% Pruned YOLACT Pruned - Scenario: Asynchronous Multi-Streamsafe RET no microcodeoffIBPBsafe RET1224364860SE +/- 0.02, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.02, N = 353.6053.6053.5853.57

Neural Magic DeepSparse

Model: CV Segmentation, 90% Pruned YOLACT Pruned - Scenario: Asynchronous Multi-Stream

OpenBenchmarking.orgms/batch, Fewer Is BetterNeural Magic DeepSparse 1.5Model: CV Segmentation, 90% Pruned YOLACT Pruned - Scenario: Asynchronous Multi-Streamsafe RET no microcodeoffsafe RETIBPB130260390520650SE +/- 0.26, N = 3SE +/- 0.18, N = 3SE +/- 0.11, N = 3SE +/- 0.06, N = 3596.56596.59596.78596.79

Neural Magic DeepSparse

Model: BERT-Large, NLP Question Answering, Sparse INT8 - Scenario: Asynchronous Multi-Stream

OpenBenchmarking.orgitems/sec, More Is BetterNeural Magic DeepSparse 1.5Model: BERT-Large, NLP Question Answering, Sparse INT8 - Scenario: Asynchronous Multi-Streamsafe RET no microcodeoffsafe RETIBPB120240360480600SE +/- 0.39, N = 3SE +/- 0.44, N = 3SE +/- 0.39, N = 3SE +/- 0.94, N = 3577.06576.97576.82575.73

Neural Magic DeepSparse

Model: BERT-Large, NLP Question Answering, Sparse INT8 - Scenario: Asynchronous Multi-Stream

OpenBenchmarking.orgms/batch, Fewer Is BetterNeural Magic DeepSparse 1.5Model: BERT-Large, NLP Question Answering, Sparse INT8 - Scenario: Asynchronous Multi-Streamsafe RET no microcodeoffsafe RETIBPB1224364860SE +/- 0.04, N = 3SE +/- 0.04, N = 3SE +/- 0.03, N = 3SE +/- 0.08, N = 355.3755.3955.4055.50

GROMACS

Implementation: MPI CPU - Input: water_GMX50_bare

OpenBenchmarking.orgNs Per Day, More Is BetterGROMACS 2023Implementation: MPI CPU - Input: water_GMX50_baresafe RET no microcodeIBPBsafe REToff1.28932.57863.86795.15726.4465SE +/- 0.006, N = 3SE +/- 0.011, N = 3SE +/- 0.010, N = 3SE +/- 0.012, N = 35.7305.7075.7065.6801. (CXX) g++ options: -O3

NAMD

ATPase Simulation - 327,506 Atoms

OpenBenchmarking.orgdays/ns, Fewer Is BetterNAMD 2.14ATPase Simulation - 327,506 Atomssafe RETsafe RET no microcodeoffIBPB0.08670.17340.26010.34680.4335SE +/- 0.00028, N = 3SE +/- 0.00029, N = 3SE +/- 0.00017, N = 3SE +/- 0.00026, N = 30.380980.381150.381300.38534

OpenVINO

Model: Person Detection FP16 - Device: CPU

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2022.3Model: Person Detection FP16 - Device: CPUoffsafe RETsafe RET no microcodeIBPB246810SE +/- 0.02, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 37.687.607.587.461. (CXX) g++ options: -isystem -fsigned-char -ffunction-sections -fdata-sections -msse4.1 -msse4.2 -O3 -fno-strict-overflow -fwrapv -fPIC -fvisibility=hidden -Os -std=c++11 -MD -MT -MF

OpenVINO

Model: Person Detection FP16 - Device: CPU

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2022.3Model: Person Detection FP16 - Device: CPUoffsafe RETsafe RET no microcodeIBPB9001800270036004500SE +/- 14.65, N = 3SE +/- 10.77, N = 3SE +/- 6.87, N = 3SE +/- 10.56, N = 34092.914114.584124.744204.34MIN: 3409.52 / MAX: 4641.43MIN: 2087 / MAX: 5053.62MIN: 2129.26 / MAX: 5016.36MIN: 2302.89 / MAX: 4817.721. (CXX) g++ options: -isystem -fsigned-char -ffunction-sections -fdata-sections -msse4.1 -msse4.2 -O3 -fno-strict-overflow -fwrapv -fPIC -fvisibility=hidden -Os -std=c++11 -MD -MT -MF

OpenVINO

Model: Face Detection FP16-INT8 - Device: CPU

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2022.3Model: Face Detection FP16-INT8 - Device: CPUoffsafe RETsafe RET no microcodeIBPB714212835SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.02, N = 3SE +/- 0.02, N = 327.8327.8227.7927.711. (CXX) g++ options: -isystem -fsigned-char -ffunction-sections -fdata-sections -msse4.1 -msse4.2 -O3 -fno-strict-overflow -fwrapv -fPIC -fvisibility=hidden -Os -std=c++11 -MD -MT -MF

OpenVINO

Model: Face Detection FP16-INT8 - Device: CPU

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2022.3Model: Face Detection FP16-INT8 - Device: CPUoffsafe RET no microcodesafe RETIBPB2004006008001000SE +/- 0.32, N = 3SE +/- 0.27, N = 3SE +/- 1.09, N = 3SE +/- 0.42, N = 31141.431142.291142.531144.98MIN: 998.76 / MAX: 1165.45MIN: 985.75 / MAX: 1168.76MIN: 999.01 / MAX: 1177.02MIN: 502.04 / MAX: 1175.931. (CXX) g++ options: -isystem -fsigned-char -ffunction-sections -fdata-sections -msse4.1 -msse4.2 -O3 -fno-strict-overflow -fwrapv -fPIC -fvisibility=hidden -Os -std=c++11 -MD -MT -MF

OpenVINO

Model: Weld Porosity Detection FP16 - Device: CPU

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2022.3Model: Weld Porosity Detection FP16 - Device: CPUsafe RET no microcodesafe REToffIBPB2004006008001000SE +/- 0.72, N = 3SE +/- 0.13, N = 3SE +/- 0.17, N = 3SE +/- 0.40, N = 31126.641126.141126.031116.891. (CXX) g++ options: -isystem -fsigned-char -ffunction-sections -fdata-sections -msse4.1 -msse4.2 -O3 -fno-strict-overflow -fwrapv -fPIC -fvisibility=hidden -Os -std=c++11 -MD -MT -MF

OpenVINO

Model: Weld Porosity Detection FP16 - Device: CPU

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2022.3Model: Weld Porosity Detection FP16 - Device: CPUsafe RET no microcodesafe REToffIBPB714212835SE +/- 0.02, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 328.3828.3928.4028.62MIN: 14.89 / MAX: 51.63MIN: 14.64 / MAX: 50.33MIN: 14.74 / MAX: 48.66MIN: 14.91 / MAX: 49.841. (CXX) g++ options: -isystem -fsigned-char -ffunction-sections -fdata-sections -msse4.1 -msse4.2 -O3 -fno-strict-overflow -fwrapv -fPIC -fvisibility=hidden -Os -std=c++11 -MD -MT -MF

ACES DGEMM

Sustained Floating-Point Rate

OpenBenchmarking.orgGFLOP/s, More Is BetterACES DGEMM 1.0Sustained Floating-Point Ratesafe RET no microcodeIBPBoffsafe RET612182430SE +/- 0.34, N = 3SE +/- 0.09, N = 3SE +/- 0.21, N = 8SE +/- 0.26, N = 524.7024.2524.2023.701. (CC) gcc options: -O3 -march=native -fopenmp

Algebraic Multi-Grid Benchmark

OpenBenchmarking.orgFigure Of Merit, More Is BetterAlgebraic Multi-Grid Benchmark 1.2offIBPBsafe RET no microcodesafe RET200M400M600M800M1000MSE +/- 839009.73, N = 3SE +/- 1724277.85, N = 3SE +/- 575791.94, N = 3SE +/- 367255.40, N = 3101179900010051386679996454009991021001. (CC) gcc options: -lparcsr_ls -lparcsr_mv -lseq_mv -lIJ_mv -lkrylov -lHYPRE_utilities -lm -fopenmp -lmpi

OpenFOAM

Input: drivaerFastback, Medium Mesh Size - Mesh Time

OpenBenchmarking.orgSeconds, Fewer Is BetterOpenFOAM 10Input: drivaerFastback, Medium Mesh Size - Mesh Timeoffsafe RETsafe RET no microcodeIBPB306090120150140.62144.02145.06148.251. (CXX) g++ options: -std=c++14 -m64 -O3 -ftemplate-depth-100 -fPIC -fuse-ld=bfd -Xlinker --add-needed --no-as-needed -lfoamToVTK -ldynamicMesh -llagrangian -lgenericPatchFields -lfileFormats -lOpenFOAM -ldl -lm

OpenFOAM

Input: drivaerFastback, Medium Mesh Size - Execution Time

OpenBenchmarking.orgSeconds, Fewer Is BetterOpenFOAM 10Input: drivaerFastback, Medium Mesh Size - Execution Timeoffsafe RETsafe RET no microcodeIBPB140280420560700633.52643.71644.36645.411. (CXX) g++ options: -std=c++14 -m64 -O3 -ftemplate-depth-100 -fPIC -fuse-ld=bfd -Xlinker --add-needed --no-as-needed -lfoamToVTK -ldynamicMesh -llagrangian -lgenericPatchFields -lfileFormats -lOpenFOAM -ldl -lm

7-Zip Compression

Test: Compression Rating

OpenBenchmarking.orgMIPS, More Is Better7-Zip Compression 22.01Test: Compression RatingoffIBPBsafe RETsafe RET no microcode80K160K240K320K400KSE +/- 1018.75, N = 3SE +/- 248.93, N = 3SE +/- 435.27, N = 3SE +/- 25.38, N = 33843743717993355953348121. (CXX) g++ options: -lpthread -ldl -O2 -fPIC

7-Zip Compression

Test: Decompression Rating

OpenBenchmarking.orgMIPS, More Is Better7-Zip Compression 22.01Test: Decompression RatingoffIBPBsafe RETsafe RET no microcode80K160K240K320K400KSE +/- 845.58, N = 3SE +/- 312.85, N = 3SE +/- 605.48, N = 3SE +/- 380.69, N = 33855853854873835153830391. (CXX) g++ options: -lpthread -ldl -O2 -fPIC

Timed LLVM Compilation

Build System: Ninja

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed LLVM Compilation 16.0Build System: Ninjaoffsafe RETsafe RET no microcodeIBPB4080120160200SE +/- 0.11, N = 3SE +/- 0.15, N = 3SE +/- 0.11, N = 3SE +/- 0.20, N = 3176.37181.53182.17204.08

Timed Linux Kernel Compilation

Build: defconfig

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed Linux Kernel Compilation 6.1Build: defconfigoffsafe RETsafe RET no microcodeIBPB918273645SE +/- 0.34, N = 5SE +/- 0.37, N = 6SE +/- 0.35, N = 6SE +/- 0.37, N = 731.1937.2437.6240.09

Timed Linux Kernel Compilation

Build: allmodconfig

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed Linux Kernel Compilation 6.1Build: allmodconfigoffsafe RETsafe RET no microcodeIBPB80160240320400SE +/- 0.49, N = 3SE +/- 0.79, N = 3SE +/- 0.90, N = 3SE +/- 0.72, N = 3289.06338.16344.24352.18

Blender

Blend File: BMW27 - Compute: CPU-Only

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 3.6Blend File: BMW27 - Compute: CPU-Onlyoffsafe RETsafe RET no microcodeIBPB714212835SE +/- 0.04, N = 3SE +/- 0.05, N = 3SE +/- 0.06, N = 3SE +/- 0.02, N = 327.3427.4627.5827.73

Blender

Blend File: Pabellon Barcelona - Compute: CPU-Only

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 3.6Blend File: Pabellon Barcelona - Compute: CPU-Onlysafe REToffsafe RET no microcodeIBPB20406080100SE +/- 0.04, N = 3SE +/- 0.13, N = 3SE +/- 0.02, N = 3SE +/- 0.05, N = 384.4984.5084.6985.63

Timed Godot Game Engine Compilation

Time To Compile

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed Godot Game Engine Compilation 4.0Time To Compileoffsafe RETsafe RET no microcodeIBPB306090120150SE +/- 0.19, N = 3SE +/- 0.24, N = 3SE +/- 0.33, N = 3SE +/- 0.08, N = 3121.95125.06125.66135.96

Embree

Binary: Pathtracer ISPC - Model: Crown

OpenBenchmarking.orgFrames Per Second, More Is BetterEmbree 4.1Binary: Pathtracer ISPC - Model: Crownoffsafe RETIBPBsafe RET no microcode1326395265SE +/- 0.08, N = 3SE +/- 0.15, N = 3SE +/- 0.10, N = 3SE +/- 0.14, N = 357.4257.3157.3057.30MIN: 56.59 / MAX: 58.54MIN: 56.2 / MAX: 58.59MIN: 56.3 / MAX: 58.61MIN: 56.26 / MAX: 58.69

Embree

Binary: Pathtracer ISPC - Model: Asian Dragon

OpenBenchmarking.orgFrames Per Second, More Is BetterEmbree 4.1Binary: Pathtracer ISPC - Model: Asian Dragonsafe REToffsafe RET no microcodeIBPB1428425670SE +/- 0.03, N = 3SE +/- 0.02, N = 3SE +/- 0.09, N = 3SE +/- 0.14, N = 364.6764.6064.3963.47MIN: 64.11 / MAX: 66.01MIN: 64.05 / MAX: 66.13MIN: 63.77 / MAX: 66.16MIN: 62.67 / MAX: 65.74

OpenVKL

Benchmark: vklBenchmark ISPC

OpenBenchmarking.orgItems / Sec, More Is BetterOpenVKL 1.3.1Benchmark: vklBenchmark ISPCsafe REToffsafe RET no microcodeIBPB100200300400500SE +/- 0.00, N = 3SE +/- 0.58, N = 3SE +/- 0.58, N = 3SE +/- 0.67, N = 3453453452450MIN: 84 / MAX: 2520MIN: 84 / MAX: 2528MIN: 85 / MAX: 2535MIN: 83 / MAX: 2495

OSPRay

Benchmark: particle_volume/ao/real_time

OpenBenchmarking.orgItems Per Second, More Is BetterOSPRay 2.12Benchmark: particle_volume/ao/real_timesafe RET no microcodeoffsafe RETIBPB48121620SE +/- 0.01, N = 3SE +/- 0.02, N = 3SE +/- 0.04, N = 3SE +/- 0.01, N = 318.0318.0217.9817.97

OSPRay

Benchmark: particle_volume/scivis/real_time

OpenBenchmarking.orgItems Per Second, More Is BetterOSPRay 2.12Benchmark: particle_volume/scivis/real_timeoffsafe RETsafe RET no microcodeIBPB48121620SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.02, N = 3SE +/- 0.01, N = 317.7517.7317.7317.67

OSPRay

Benchmark: particle_volume/pathtracer/real_time

OpenBenchmarking.orgItems Per Second, More Is BetterOSPRay 2.12Benchmark: particle_volume/pathtracer/real_timeoffsafe RETsafe RET no microcodeIBPB306090120150SE +/- 0.21, N = 3SE +/- 0.07, N = 3SE +/- 1.83, N = 3SE +/- 0.43, N = 3157.83156.42155.17153.44

OSPRay

Benchmark: gravity_spheres_volume/dim_512/ao/real_time

OpenBenchmarking.orgItems Per Second, More Is BetterOSPRay 2.12Benchmark: gravity_spheres_volume/dim_512/ao/real_timesafe RET no microcodeoffsafe RETIBPB3691215SE +/- 0.02941, N = 3SE +/- 0.02460, N = 3SE +/- 0.01456, N = 3SE +/- 0.01872, N = 38.969418.960518.940498.89239

OSPRay

Benchmark: gravity_spheres_volume/dim_512/scivis/real_time

OpenBenchmarking.orgItems Per Second, More Is BetterOSPRay 2.12Benchmark: gravity_spheres_volume/dim_512/scivis/real_timesafe REToffsafe RET no microcodeIBPB246810SE +/- 0.01059, N = 3SE +/- 0.00864, N = 3SE +/- 0.01659, N = 3SE +/- 0.02088, N = 38.338138.331748.327498.26549

OSPRay

Benchmark: gravity_spheres_volume/dim_512/pathtracer/real_time

OpenBenchmarking.orgItems Per Second, More Is BetterOSPRay 2.12Benchmark: gravity_spheres_volume/dim_512/pathtracer/real_timesafe RET no microcodesafe RETIBPBoff3691215SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.13, N = 313.2613.2513.1713.14

Timed Node.js Compilation

Time To Compile

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed Node.js Compilation 19.8.1Time To Compileoffsafe RET no microcodesafe RETIBPB4080120160200SE +/- 0.14, N = 3SE +/- 0.12, N = 3SE +/- 0.05, N = 3SE +/- 0.16, N = 3164.27172.75173.06195.49

nginx

Connections: 500

OpenBenchmarking.orgRequests Per Second, More Is Betternginx 1.23.2Connections: 500offsafe RET no microcodesafe RETIBPB40K80K120K160K200KSE +/- 284.72, N = 3SE +/- 284.55, N = 3SE +/- 251.96, N = 3SE +/- 262.73, N = 3169583.15144020.03142619.84137051.691. (CC) gcc options: -lluajit-5.1 -lm -lssl -lcrypto -lpthread -ldl -std=c99 -O2

nginx

Connections: 1000

OpenBenchmarking.orgRequests Per Second, More Is Betternginx 1.23.2Connections: 1000offsafe RETsafe RET no microcodeIBPB40K80K120K160K200KSE +/- 362.13, N = 3SE +/- 314.03, N = 3SE +/- 352.89, N = 3SE +/- 242.54, N = 3166499.89143271.26140555.98135431.461. (CC) gcc options: -lluajit-5.1 -lm -lssl -lcrypto -lpthread -ldl -std=c99 -O2

Apache IoTDB

Device Count: 200 - Batch Size Per Write: 1 - Sensor Count: 200

OpenBenchmarking.orgpoint/sec, More Is BetterApache IoTDB 1.1.2Device Count: 200 - Batch Size Per Write: 1 - Sensor Count: 200offsafe RET no microcodeIBPBsafe RET200K400K600K800K1000KSE +/- 8467.91, N = 3SE +/- 6730.71, N = 12SE +/- 7583.18, N = 9SE +/- 7998.38, N = 8960525.66947741.34921701.44918691.45

Apache IoTDB

Device Count: 200 - Batch Size Per Write: 1 - Sensor Count: 200

OpenBenchmarking.orgAverage Latency, Fewer Is BetterApache IoTDB 1.1.2Device Count: 200 - Batch Size Per Write: 1 - Sensor Count: 200offsafe RET no microcodesafe RETIBPB48121620SE +/- 0.19, N = 3SE +/- 0.16, N = 12SE +/- 0.21, N = 8SE +/- 0.19, N = 913.8314.0514.7314.78MAX: 596.78MAX: 609.96MAX: 645.11MAX: 618.06

Apache IoTDB

Device Count: 200 - Batch Size Per Write: 1 - Sensor Count: 500

OpenBenchmarking.orgpoint/sec, More Is BetterApache IoTDB 1.1.2Device Count: 200 - Batch Size Per Write: 1 - Sensor Count: 500safe RETsafe RET no microcodeIBPBoff300K600K900K1200K1500KSE +/- 9180.92, N = 3SE +/- 1525.49, N = 3SE +/- 14032.06, N = 4SE +/- 7578.67, N = 31345598.591342031.111287324.351271946.57

Apache IoTDB

Device Count: 200 - Batch Size Per Write: 1 - Sensor Count: 500

OpenBenchmarking.orgAverage Latency, Fewer Is BetterApache IoTDB 1.1.2Device Count: 200 - Batch Size Per Write: 1 - Sensor Count: 500safe RETsafe RET no microcodeIBPBoff816243240SE +/- 0.22, N = 3SE +/- 0.02, N = 3SE +/- 0.42, N = 4SE +/- 0.24, N = 330.1430.2931.7432.36MAX: 641.04MAX: 715.01MAX: 667.18MAX: 646.51

Apache IoTDB

Device Count: 500 - Batch Size Per Write: 1 - Sensor Count: 200

OpenBenchmarking.orgpoint/sec, More Is BetterApache IoTDB 1.1.2Device Count: 500 - Batch Size Per Write: 1 - Sensor Count: 200IBPBsafe RETsafe RET no microcodeoff300K600K900K1200K1500KSE +/- 3166.01, N = 3SE +/- 4253.29, N = 3SE +/- 6553.14, N = 3SE +/- 1566.77, N = 31344749.201211172.131202637.361176385.35

Apache IoTDB

Device Count: 500 - Batch Size Per Write: 1 - Sensor Count: 200

OpenBenchmarking.orgAverage Latency, Fewer Is BetterApache IoTDB 1.1.2Device Count: 500 - Batch Size Per Write: 1 - Sensor Count: 200IBPBsafe RETsafe RET no microcodeoff48121620SE +/- 0.13, N = 3SE +/- 0.19, N = 3SE +/- 0.14, N = 3SE +/- 0.07, N = 311.9313.3613.6114.05MAX: 855.56MAX: 881.3MAX: 854.4MAX: 858.17

Apache IoTDB

Device Count: 500 - Batch Size Per Write: 1 - Sensor Count: 500

OpenBenchmarking.orgpoint/sec, More Is BetterApache IoTDB 1.1.2Device Count: 500 - Batch Size Per Write: 1 - Sensor Count: 500safe RETIBPBoffsafe RET no microcode300K600K900K1200K1500KSE +/- 5073.96, N = 3SE +/- 6687.04, N = 3SE +/- 4294.81, N = 3SE +/- 13029.07, N = 31583717.621441637.631415756.331408658.83

Apache IoTDB

Device Count: 500 - Batch Size Per Write: 1 - Sensor Count: 500

OpenBenchmarking.orgAverage Latency, Fewer Is BetterApache IoTDB 1.1.2Device Count: 500 - Batch Size Per Write: 1 - Sensor Count: 500safe RETIBPBoffsafe RET no microcode714212835SE +/- 0.22, N = 3SE +/- 0.35, N = 3SE +/- 0.29, N = 3SE +/- 0.49, N = 327.7331.1131.4931.93MAX: 938.92MAX: 908.02MAX: 939.96MAX: 930.97

Apache IoTDB

Device Count: 200 - Batch Size Per Write: 100 - Sensor Count: 200

OpenBenchmarking.orgpoint/sec, More Is BetterApache IoTDB 1.1.2Device Count: 200 - Batch Size Per Write: 100 - Sensor Count: 200safe RET no microcodeIBPBsafe REToff10M20M30M40M50MSE +/- 614274.26, N = 3SE +/- 146499.20, N = 3SE +/- 543529.82, N = 15SE +/- 574678.74, N = 1546538766.0144816394.7444027904.8943665846.28

Apache IoTDB

Device Count: 200 - Batch Size Per Write: 100 - Sensor Count: 200

OpenBenchmarking.orgAverage Latency, Fewer Is BetterApache IoTDB 1.1.2Device Count: 200 - Batch Size Per Write: 100 - Sensor Count: 200safe RET no microcodeIBPBsafe REToff918273645SE +/- 0.62, N = 3SE +/- 0.32, N = 3SE +/- 0.52, N = 15SE +/- 0.55, N = 1535.1036.4737.5337.70MAX: 728.37MAX: 808.57MAX: 755.16MAX: 802.64

Apache IoTDB

Device Count: 200 - Batch Size Per Write: 100 - Sensor Count: 500

OpenBenchmarking.orgpoint/sec, More Is BetterApache IoTDB 1.1.2Device Count: 200 - Batch Size Per Write: 100 - Sensor Count: 500offsafe RETIBPBsafe RET no microcode8M16M24M32M40MSE +/- 302926.36, N = 10SE +/- 288707.73, N = 15SE +/- 327739.29, N = 8SE +/- 394126.89, N = 539463981.4238833415.9738572529.5637720117.40

Apache IoTDB

Device Count: 200 - Batch Size Per Write: 100 - Sensor Count: 500

OpenBenchmarking.orgAverage Latency, Fewer Is BetterApache IoTDB 1.1.2Device Count: 200 - Batch Size Per Write: 100 - Sensor Count: 500offsafe RETIBPBsafe RET no microcode306090120150SE +/- 0.95, N = 10SE +/- 0.86, N = 15SE +/- 1.16, N = 8SE +/- 1.63, N = 5117.97120.06120.53123.61MAX: 4652.25MAX: 4495.21MAX: 4401.37MAX: 4533.33

Apache IoTDB

Device Count: 500 - Batch Size Per Write: 100 - Sensor Count: 200

OpenBenchmarking.orgpoint/sec, More Is BetterApache IoTDB 1.1.2Device Count: 500 - Batch Size Per Write: 100 - Sensor Count: 200safe REToffIBPBsafe RET no microcode11M22M33M44M55MSE +/- 634314.77, N = 3SE +/- 681823.31, N = 3SE +/- 616490.96, N = 3SE +/- 147114.88, N = 350578426.5449501499.1349316970.2847445770.18

Apache IoTDB

Device Count: 500 - Batch Size Per Write: 100 - Sensor Count: 200

OpenBenchmarking.orgAverage Latency, Fewer Is BetterApache IoTDB 1.1.2Device Count: 500 - Batch Size Per Write: 100 - Sensor Count: 200safe RETIBPBoffsafe RET no microcode918273645SE +/- 0.49, N = 3SE +/- 0.44, N = 3SE +/- 0.61, N = 3SE +/- 0.11, N = 335.8236.5636.5838.54MAX: 3267.55MAX: 2253.21MAX: 2252.73MAX: 3276.77

Apache IoTDB

Device Count: 500 - Batch Size Per Write: 100 - Sensor Count: 500

OpenBenchmarking.orgpoint/sec, More Is BetterApache IoTDB 1.1.2Device Count: 500 - Batch Size Per Write: 100 - Sensor Count: 500offsafe RET no microcodeIBPBsafe RET13M26M39M52M65MSE +/- 817020.04, N = 3SE +/- 648692.91, N = 4SE +/- 269354.94, N = 3SE +/- 721225.08, N = 358682618.1858073516.7957529201.4257099408.15

Apache IoTDB

Device Count: 500 - Batch Size Per Write: 100 - Sensor Count: 500

OpenBenchmarking.orgAverage Latency, Fewer Is BetterApache IoTDB 1.1.2Device Count: 500 - Batch Size Per Write: 100 - Sensor Count: 500offsafe RET no microcodeIBPBsafe RET20406080100SE +/- 2.14, N = 3SE +/- 0.81, N = 4SE +/- 0.42, N = 3SE +/- 1.29, N = 378.9279.1980.7882.24MAX: 1729.94MAX: 5165.86MAX: 2592.69MAX: 3625.32

Apache Spark

Row Count: 1000000 - Partitions: 100 - SHA-512 Benchmark Time

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 1000000 - Partitions: 100 - SHA-512 Benchmark Timeoffsafe RET no microcodesafe RETIBPB0.83481.66962.50443.33924.174SE +/- 0.03, N = 15SE +/- 0.04, N = 3SE +/- 0.04, N = 3SE +/- 0.05, N = 33.393.423.473.71

Apache Spark

Row Count: 1000000 - Partitions: 100 - Calculate Pi Benchmark

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 1000000 - Partitions: 100 - Calculate Pi Benchmarksafe RETIBPBoffsafe RET no microcode714212835SE +/- 0.33, N = 3SE +/- 0.20, N = 3SE +/- 0.12, N = 15SE +/- 0.01, N = 331.4331.4931.8432.02

Apache Spark

Row Count: 1000000 - Partitions: 100 - Group By Test Time

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 1000000 - Partitions: 100 - Group By Test Timeoffsafe RETsafe RET no microcodeIBPB1.29152.5833.87455.1666.4575SE +/- 0.04, N = 15SE +/- 0.07, N = 3SE +/- 0.08, N = 3SE +/- 0.06, N = 34.915.155.175.74

Apache Spark

Row Count: 1000000 - Partitions: 100 - Repartition Test Time

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 1000000 - Partitions: 100 - Repartition Test Timeoffsafe RETIBPBsafe RET no microcode0.53551.0711.60652.1422.6775SE +/- 0.04, N = 15SE +/- 0.04, N = 3SE +/- 0.12, N = 3SE +/- 0.04, N = 32.092.262.312.38

Apache Spark

Row Count: 1000000 - Partitions: 100 - Inner Join Test Time

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 1000000 - Partitions: 100 - Inner Join Test Timeoffsafe RETsafe RET no microcodeIBPB0.54231.08461.62692.16922.7115SE +/- 0.02, N = 15SE +/- 0.06, N = 3SE +/- 0.05, N = 3SE +/- 0.04, N = 31.882.142.222.41

Apache Spark

Row Count: 1000000 - Partitions: 100 - Broadcast Inner Join Test Time

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 1000000 - Partitions: 100 - Broadcast Inner Join Test Timeoffsafe RET no microcodesafe RETIBPB0.3690.7381.1071.4761.845SE +/- 0.01, N = 15SE +/- 0.02, N = 3SE +/- 0.01, N = 3SE +/- 0.03, N = 31.301.391.411.64

Apache Spark

Row Count: 1000000 - Partitions: 100 - Calculate Pi Benchmark Using Dataframe

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 1000000 - Partitions: 100 - Calculate Pi Benchmark Using DataframeIBPB0.5851.171.7552.342.925SE +/- 0.08, N = 32.60

ClickHouse

100M Rows Hits Dataset, First Run / Cold Cache

OpenBenchmarking.orgQueries Per Minute, Geo Mean, More Is BetterClickHouse 22.12.3.5100M Rows Hits Dataset, First Run / Cold CacheoffIBPBsafe RET no microcodesafe RET80160240320400SE +/- 0.68, N = 3SE +/- 2.84, N = 3SE +/- 3.38, N = 5SE +/- 2.94, N = 3349.43336.69323.42318.12MIN: 31.06 / MAX: 4285.71MIN: 31.5 / MAX: 4000MIN: 30.82 / MAX: 5000MIN: 30.57 / MAX: 3333.33

ClickHouse

100M Rows Hits Dataset, Second Run

OpenBenchmarking.orgQueries Per Minute, Geo Mean, More Is BetterClickHouse 22.12.3.5100M Rows Hits Dataset, Second RunoffIBPBsafe RETsafe RET no microcode80160240320400SE +/- 1.42, N = 3SE +/- 2.20, N = 3SE +/- 4.86, N = 3SE +/- 2.16, N = 5361.81347.92337.12337.01MIN: 31.46 / MAX: 4000MIN: 31.85 / MAX: 3750MIN: 30.79 / MAX: 4000MIN: 30.49 / MAX: 3529.41

ClickHouse

100M Rows Hits Dataset, Third Run

OpenBenchmarking.orgQueries Per Minute, Geo Mean, More Is BetterClickHouse 22.12.3.5100M Rows Hits Dataset, Third RunoffIBPBsafe RETsafe RET no microcode80160240320400SE +/- 2.21, N = 3SE +/- 2.22, N = 3SE +/- 1.85, N = 3SE +/- 3.27, N = 5362.64349.50337.45329.19MIN: 31.5 / MAX: 4285.71MIN: 31.56 / MAX: 5000MIN: 31.46 / MAX: 4000MIN: 31.32 / MAX: 2857.14

CockroachDB

Workload: KV, 50% Reads - Concurrency: 128

OpenBenchmarking.orgops/s, More Is BetterCockroachDB 22.2Workload: KV, 50% Reads - Concurrency: 128offsafe RET no microcodesafe RETIBPB20K40K60K80K100KSE +/- 275.86, N = 3SE +/- 719.41, N = 15SE +/- 948.29, N = 15SE +/- 341.24, N = 3103635.0100851.499601.695416.0

CockroachDB

Workload: KV, 95% Reads - Concurrency: 128

OpenBenchmarking.orgops/s, More Is BetterCockroachDB 22.2Workload: KV, 95% Reads - Concurrency: 128offsafe RETsafe RET no microcodeIBPB30K60K90K120K150KSE +/- 931.05, N = 3SE +/- 1387.70, N = 15SE +/- 1043.12, N = 13SE +/- 408.63, N = 3135187.2132046.0131487.0119163.8

Redis 7.0.12 + memtier_benchmark

Protocol: Redis - Clients: 50 - Set To Get Ratio: 1:5

OpenBenchmarking.orgOps/sec, More Is BetterRedis 7.0.12 + memtier_benchmark 2.0Protocol: Redis - Clients: 50 - Set To Get Ratio: 1:5safe RET no microcodeoffsafe RETIBPB500K1000K1500K2000K2500KSE +/- 31351.12, N = 3SE +/- 11955.97, N = 3SE +/- 1778.76, N = 3SE +/- 21878.46, N = 32218601.792204628.922145436.262092844.221. (CXX) g++ options: -O2 -levent_openssl -levent -lcrypto -lssl -lpthread -lz -lpcre

Redis 7.0.12 + memtier_benchmark

Protocol: Redis - Clients: 100 - Set To Get Ratio: 1:5

OpenBenchmarking.orgOps/sec, More Is BetterRedis 7.0.12 + memtier_benchmark 2.0Protocol: Redis - Clients: 100 - Set To Get Ratio: 1:5offsafe RET no microcodesafe RETIBPB500K1000K1500K2000K2500KSE +/- 14704.83, N = 3SE +/- 17712.54, N = 3SE +/- 4916.89, N = 3SE +/- 942.73, N = 32197287.302167181.092145052.142126493.291. (CXX) g++ options: -O2 -levent_openssl -levent -lcrypto -lssl -lpthread -lz -lpcre

Redis 7.0.12 + memtier_benchmark

Protocol: Redis - Clients: 50 - Set To Get Ratio: 1:10

OpenBenchmarking.orgOps/sec, More Is BetterRedis 7.0.12 + memtier_benchmark 2.0Protocol: Redis - Clients: 50 - Set To Get Ratio: 1:10offsafe RET no microcodesafe RETIBPB500K1000K1500K2000K2500KSE +/- 14630.02, N = 3SE +/- 17754.58, N = 3SE +/- 2448.62, N = 3SE +/- 13504.65, N = 32177211.802173694.772172804.712137964.981. (CXX) g++ options: -O2 -levent_openssl -levent -lcrypto -lssl -lpthread -lz -lpcre

Redis 7.0.12 + memtier_benchmark

Protocol: Redis - Clients: 100 - Set To Get Ratio: 1:10

OpenBenchmarking.orgOps/sec, More Is BetterRedis 7.0.12 + memtier_benchmark 2.0Protocol: Redis - Clients: 100 - Set To Get Ratio: 1:10offsafe RETsafe RET no microcodeIBPB500K1000K1500K2000K2500KSE +/- 30210.22, N = 3SE +/- 792.70, N = 3SE +/- 16754.20, N = 10SE +/- 12623.44, N = 32195705.512157815.692154339.262148876.031. (CXX) g++ options: -O2 -levent_openssl -levent -lcrypto -lssl -lpthread -lz -lpcre

SQLite

Threads / Copies: 8

OpenBenchmarking.orgSeconds, Fewer Is BetterSQLite 3.41.2Threads / Copies: 8offIBPBsafe RET no microcodesafe RET1.12642.25283.37924.50565.632SE +/- 0.013, N = 3SE +/- 0.010, N = 3SE +/- 0.016, N = 3SE +/- 0.036, N = 33.7554.7934.8505.0061. (CC) gcc options: -O2 -lz -lm

SQLite

Threads / Copies: 16

OpenBenchmarking.orgSeconds, Fewer Is BetterSQLite 3.41.2Threads / Copies: 16offIBPBsafe RETsafe RET no microcode246810SE +/- 0.020, N = 3SE +/- 0.007, N = 3SE +/- 0.052, N = 3SE +/- 0.024, N = 36.2737.9348.8008.8341. (CC) gcc options: -O2 -lz -lm

RocksDB

Test: Update Random

OpenBenchmarking.orgOp/s, More Is BetterRocksDB 8.0Test: Update Randomoffsafe RET no microcodesafe RETIBPB100K200K300K400K500KSE +/- 893.82, N = 3SE +/- 426.73, N = 3SE +/- 185.49, N = 3SE +/- 110.81, N = 34622874281124269473222311. (CXX) g++ options: -O3 -march=native -pthread -fno-builtin-memcmp -fno-rtti -lpthread

RocksDB

Test: Read Random Write Random

OpenBenchmarking.orgOp/s, More Is BetterRocksDB 8.0Test: Read Random Write Randomoffsafe RET no microcodesafe RETIBPB600K1200K1800K2400K3000KSE +/- 35283.44, N = 4SE +/- 18652.89, N = 3SE +/- 21895.20, N = 3SE +/- 7875.65, N = 329516842872765283908521300061. (CXX) g++ options: -O3 -march=native -pthread -fno-builtin-memcmp -fno-rtti -lpthread

Apache Cassandra

Test: Writes

OpenBenchmarking.orgOp/s, More Is BetterApache Cassandra 4.1.3Test: Writesoffsafe RETsafe RET no microcodeIBPB50K100K150K200K250KSE +/- 413.74, N = 3SE +/- 479.91, N = 3SE +/- 950.59, N = 3SE +/- 242.75, N = 3238741236241233069220814

PostgreSQL

Scaling Factor: 100 - Clients: 800 - Mode: Read Only

OpenBenchmarking.orgTPS, More Is BetterPostgreSQL 15Scaling Factor: 100 - Clients: 800 - Mode: Read Onlyoffsafe RETsafe RET no microcodeIBPB700K1400K2100K2800K3500KSE +/- 1705.16, N = 3SE +/- 34286.68, N = 3SE +/- 29158.10, N = 3SE +/- 2988.66, N = 331287192768445270728017338271. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lm

PostgreSQL

Scaling Factor: 100 - Clients: 800 - Mode: Read Only - Average Latency

OpenBenchmarking.orgms, Fewer Is BetterPostgreSQL 15Scaling Factor: 100 - Clients: 800 - Mode: Read Only - Average Latencyoffsafe RETsafe RET no microcodeIBPB0.10370.20740.31110.41480.5185SE +/- 0.000, N = 3SE +/- 0.004, N = 3SE +/- 0.003, N = 3SE +/- 0.001, N = 30.2560.2890.2960.4611. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lm

PostgreSQL

Scaling Factor: 100 - Clients: 800 - Mode: Read Write

OpenBenchmarking.orgTPS, More Is BetterPostgreSQL 15Scaling Factor: 100 - Clients: 800 - Mode: Read Writeoffsafe RET no microcodesafe RETIBPB13K26K39K52K65KSE +/- 418.78, N = 3SE +/- 66.28, N = 3SE +/- 207.71, N = 3SE +/- 133.40, N = 3616045517554837504631. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lm

PostgreSQL

Scaling Factor: 100 - Clients: 800 - Mode: Read Write - Average Latency

OpenBenchmarking.orgms, Fewer Is BetterPostgreSQL 15Scaling Factor: 100 - Clients: 800 - Mode: Read Write - Average Latencyoffsafe RET no microcodesafe RETIBPB48121620SE +/- 0.09, N = 3SE +/- 0.02, N = 3SE +/- 0.06, N = 3SE +/- 0.04, N = 312.9914.5014.5915.851. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lm

MariaDB

Clients: 4096

OpenBenchmarking.orgQueries Per Second, More Is BetterMariaDB 11.0.1Clients: 4096offsafe RETsafe RET no microcodeIBPB130260390520650SE +/- 5.48, N = 3SE +/- 3.51, N = 3SE +/- 2.96, N = 3SE +/- 0.71, N = 35904184122741. (CXX) g++ options: -pie -fPIC -fstack-protector -O3 -lnuma -lpcre2-8 -lcrypt -lz -lm -lssl -lcrypto -lpthread -ldl

MariaDB

Clients: 8192

OpenBenchmarking.orgQueries Per Second, More Is BetterMariaDB 11.0.1Clients: 8192offsafe RETsafe RET no microcodeIBPB80160240320400SE +/- 3.35, N = 3SE +/- 1.18, N = 3SE +/- 0.73, N = 3SE +/- 0.62, N = 33553013012761. (CXX) g++ options: -pie -fPIC -fstack-protector -O3 -lnuma -lpcre2-8 -lcrypt -lz -lm -lssl -lcrypto -lpthread -ldl

Phoronix Test Suite v10.8.5