System76 Thelio Kernels

AMD Ryzen Threadripper 7980X 64-Cores testing with a System76 Thelio Major (FA Z5 BIOS) and NAVI31 45GB on Pop 22.04 via the Phoronix Test Suite.

Compare your own system(s) to this result file with the Phoronix Test Suite by running the command: phoronix-test-suite benchmark 2401208-NE-SYSTEM76T58
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v6.6.6 Stock
January 18
  8 Hours, 38 Minutes
v6.7
January 19
  6 Hours, 14 Minutes
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  7 Hours, 26 Minutes
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System76 Thelio KernelsProcessorMotherboardChipsetMemoryDiskGraphicsAudioMonitorNetworkOSKernelDesktopDisplay ServerOpenGLVulkanCompilerFile-SystemScreen Resolutionv6.6.6 Stockv6.7AMD Ryzen Threadripper 7980X 64-Cores @ 7.79GHz (64 Cores / 128 Threads)System76 Thelio Major (FA Z5 BIOS)AMD Device 14a44 x 32 GB DRAM-4800MT/s Micron MTC20F1045S1RC48BA21000GB CT1000T700SSD5NAVI31 45GB (1760/1124MHz)AMD Device 14ccASUS VP28UAquantia Device 14c0 + Realtek RTL8125 2.5GbE + Intel Wi-Fi 6 AX210/AX211/AX411Pop 22.046.6.6-76060606-generic (x86_64)GNOME Shell 42.5X Server 1.21.1.44.6 Mesa 23.3.2-1pop0~1704238321~22.04~36f1d0e (LLVM 15.0.7 DRM 3.54)1.3.267GCC 11.4.0ext43840x21606.7.0-060700-generic (x86_64)4.6 Mesa 23.3.2-1pop0~1704238321~22.04~36f1d0e (LLVM 15.0.7 DRM 3.56)OpenBenchmarking.orgKernel Details- Transparent Huge Pages: madviseCompiler Details- --build=x86_64-linux-gnu --disable-vtable-verify --disable-werror --enable-bootstrap --enable-cet --enable-checking=release --enable-clocale=gnu --enable-default-pie --enable-gnu-unique-object --enable-languages=c,ada,c++,go,brig,d,fortran,objc,obj-c++,m2 --enable-libphobos-checking=release --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-link-serialization=2 --enable-multiarch --enable-multilib --enable-nls --enable-objc-gc=auto --enable-offload-targets=nvptx-none=/build/gcc-11-XeT9lY/gcc-11-11.4.0/debian/tmp-nvptx/usr,amdgcn-amdhsa=/build/gcc-11-XeT9lY/gcc-11-11.4.0/debian/tmp-gcn/usr --enable-plugin --enable-shared --enable-threads=posix --host=x86_64-linux-gnu --program-prefix=x86_64-linux-gnu- --target=x86_64-linux-gnu --with-abi=m64 --with-arch-32=i686 --with-build-config=bootstrap-lto-lean --with-default-libstdcxx-abi=new --with-gcc-major-version-only --with-multilib-list=m32,m64,mx32 --with-target-system-zlib=auto --with-tune=generic --without-cuda-driver -v Processor Details- Scaling Governor: amd-pstate-epp powersave (EPP: balance_performance) - CPU Microcode: 0xa108105Python Details- Python 3.10.12Security Details- gather_data_sampling: Not affected + itlb_multihit: Not affected + l1tf: Not affected + mds: Not affected + meltdown: Not affected + mmio_stale_data: Not affected + retbleed: Not affected + spec_rstack_overflow: Mitigation of Safe RET + spec_store_bypass: Mitigation of SSB disabled via prctl + spectre_v1: Mitigation of usercopy/swapgs barriers and __user pointer sanitization + spectre_v2: Mitigation of Enhanced / Automatic IBRS IBPB: conditional STIBP: always-on RSB filling PBRSB-eIBRS: Not affected + srbds: Not affected + tsx_async_abort: Not affected

v6.6.6 Stock vs. v6.7 ComparisonPhoronix Test SuiteBaseline+22.4%+22.4%+44.8%+44.8%+67.2%+67.2%+89.6%+89.6%89.7%87.6%72.1%72.1%51.3%47.8%46.7%46.7%28.4%26.4%22.8%22.8%22.7%16.9%14.3%13.7%13.4%8.7%8.5%8%7.7%6.9%5.8%5.8%5.8%4.8%4.6%4.1%4.1%3.9%3.8%3.3%3.3%3.1%3.1%3%3%3%2.9%2.9%2.9%2.9%2.8%2.8%2.8%2.8%2.7%2.6%2.6%2.6%2.6%2.5%2.5%2.5%2.5%2.5%2.4%2.4%2.4%2.3%2.3%2.2%2.1%2%2%Matrix 3D MathCPU - 512 - ResNet-50M.T.E.T.D.F - CPUM.T.E.T.D.F - CPUIO_uringP.D.F - CPUAVL TreeP.D.F - CPUForkingNinjaR.S.A.F.I - CPUR.S.A.F.I - CPUSENDFILEallmodconfigP.V.B.D.F - CPUP.V.B.D.F - CPUCloningCPU - 1 - ResNet-508.8%100 - 1000 - Read Write100 - 1000 - Read Write - Average LatencyCPU - 16 - ResNet-508.2%R.R.W.RSemaphoresCPU - 512 - ResNet-507.4%PipeH.E.R.F.I - CPUH.E.R.F.I - CPUContext SwitchingCPU StressMutexUpdate RandFunction CallMixed SchedulerBarbershop - CPU-OnlyRand ReadA.G.R.R.0.F.I - CPURead While Writing3.3%G.Q.D.SFloating PointHash100 - 1000 - Read OnlyNUMAVector ShuffleCryptoVector MathMemory Copying100 - 1000 - Read Only - Average LatencyMatrix MathCORAL2 P1Wide Vector MathTime To CompileFused Multiply-AddA.G.R.R.0.F.I - CPUF.D.R.F.I - CPUV.D.F.I - CPUD.RW.P.D.F.I - CPUW.P.D.F.I - CPUF.D.R.F.I - CPUMallocV.D.F.I - CPUCTS2F.D.F.I - CPUF.D.F.I - CPUV.F.PBMW27 - CPU-OnlyG.C.S.FZlibCompression RatingEigen2%Stress-NGTensorFlowOpenVINOOpenVINOStress-NGOpenVINOStress-NGOpenVINOStress-NGTimed LLVM CompilationOpenVINOOpenVINOStress-NGTimed Linux Kernel CompilationOpenVINOOpenVINOStress-NGPyTorchPostgreSQLPostgreSQLPyTorchSpeedbStress-NGPyTorchStress-NGOpenVINOOpenVINOStress-NGStress-NGStress-NGSpeedbStress-NGStress-NGBlenderSpeedbOpenVINOSpeedbStress-NGStress-NGStress-NGPostgreSQLStress-NGStress-NGStress-NGStress-NGStress-NGPostgreSQLStress-NGQuicksilverStress-NGTimed Node.js CompilationStress-NGOpenVINOOpenVINOOpenVINO7-Zip CompressionOpenVINOOpenVINOOpenVINOStress-NGOpenVINOQuicksilverOpenVINOOpenVINOStress-NGBlenderStress-NGStress-NG7-Zip CompressionLeelaChessZerov6.6.6 Stockv6.7

System76 Thelio Kernelstensorflow: CPU - 512 - ResNet-50openvino: Machine Translation EN To DE FP16 - CPUopenvino: Machine Translation EN To DE FP16 - CPUstress-ng: Forkingbuild-llvm: Ninjaopenvino: Road Segmentation ADAS FP16-INT8 - CPUopenvino: Road Segmentation ADAS FP16-INT8 - CPUstress-ng: SENDFILEbuild-linux-kernel: allmodconfigopenvino: Person Vehicle Bike Detection FP16 - CPUopenvino: Person Vehicle Bike Detection FP16 - CPUstress-ng: Cloningpytorch: CPU - 1 - ResNet-50pytorch: CPU - 16 - ResNet-50speedb: Read Rand Write Randstress-ng: Semaphorespytorch: CPU - 512 - ResNet-50stress-ng: Pipeopenvino: Handwritten English Recognition FP16-INT8 - CPUopenvino: Handwritten English Recognition FP16-INT8 - CPUstress-ng: Context Switchingstress-ng: CPU Stressstress-ng: Mutexspeedb: Update Randstress-ng: Function Callstress-ng: Mixed Schedulerblender: Barbershop - CPU-Onlyspeedb: Rand Readopenvino: Age Gender Recognition Retail 0013 FP16-INT8 - CPUspeedb: Read While Writingstress-ng: Glibc Qsort Data Sortingstress-ng: Floating Pointstress-ng: Hashpgbench: 100 - 1000 - Read Onlystress-ng: NUMAstress-ng: Vector Shufflestress-ng: Cryptostress-ng: Vector Mathstress-ng: Memory Copyingpgbench: 100 - 1000 - Read Only - Average Latencystress-ng: Matrix Mathquicksilver: CORAL2 P1stress-ng: Wide Vector Mathbuild-nodejs: Time To Compilestress-ng: Fused Multiply-Addopenvino: Age Gender Recognition Retail 0013 FP16-INT8 - CPUopenvino: Face Detection Retail FP16-INT8 - CPUopenvino: Vehicle Detection FP16-INT8 - CPUcompress-7zip: Decompression Ratingopenvino: Weld Porosity Detection FP16-INT8 - CPUopenvino: Weld Porosity Detection FP16-INT8 - CPUopenvino: Face Detection Retail FP16-INT8 - CPUstress-ng: Mallocopenvino: Vehicle Detection FP16-INT8 - CPUquicksilver: CTS2openvino: Face Detection FP16-INT8 - CPUopenvino: Face Detection FP16-INT8 - CPUstress-ng: Vector Floating Pointblender: BMW27 - CPU-Onlystress-ng: Glibc C String Functionsstress-ng: Zlibcompress-7zip: Compression Ratinglczero: Eigensvt-av1: Preset 13 - Bosphorus 4Kstress-ng: System V Message Passingsvt-av1: Preset 8 - Bosphorus 4Kbuild-php: Time To Compilesvt-av1: Preset 12 - Bosphorus 4Kstress-ng: AVX-512 VNNIstress-ng: Pollsvt-av1: Preset 4 - Bosphorus 4Kquantlib: Multi-Threadedquantlib: Single-Threadedbuild-linux-kernel: defconfigencode-flac: WAV To FLACrav1e: 1tensorflow: CPU - 1 - ResNet-50rav1e: 5build-llvm: Unix Makefilesstress-ng: MMAPstress-ng: MEMFDrav1e: 6stress-ng: Pthready-cruncher: 500My-cruncher: 1Brav1e: 10quicksilver: CORAL2 P2stress-ng: Atomicstress-ng: x86_64 RdRandopenvino: Person Detection FP16 - CPUopenvino: Person Detection FP16 - CPUstress-ng: Matrix 3D Mathstress-ng: CPU Cachestress-ng: IO_uringstress-ng: AVL Treestress-ng: Futexpgbench: 100 - 1000 - Read Write - Average Latencypgbench: 100 - 1000 - Read Writev6.6.6 Stockv6.748.27206.02154.9157664.20162.9611271.0425.08816781.54250.1658.413740.505992.4557.3246.86310107793013794.8646.3827118341.2136.901728.8820153249.56185200.3823109393.8044465059193.7853828.66163.38453059822113672.15134672541894.2826744.3617033307.6338869751036.7755853.54183183.99485001.3424004.530.257385258.18272800003230461.50121.21470244822.750.394.366.375567617.697959.9713960.22150760521.224926.832332666783.26383.15228832.1317.7673865789.567881.10356395365188.71626211336.6988.83027.121183.3728158371.947394187.649.081266288.44354.923.90512.5241.3697.195.620181.6461037.83730.627.370125130.595.46311.02317.60122070000319.9411327.06249.98128.732308.981268835.491486513.95432.833008388.9834.6892935690.57354.5490.0274065.57128.9201561.1720.421002168.85213.9687.364254.676798.1052.6943.293348632100143123.7443.1928997709.9734.871828.7721313434.90194017.2824181954.4446291761613.7655946.69157.37468123627117409.53130402441953.7127569.6617551780.1440047401068.0957494.65188548.45499009.4924695.640.250396041.26280400003320137.02118.04872100478.140.384.256.215708837.508161.2614310.25154494959.665045.512387666785.22374.51234027.6417.3875382089.048041.12363397358192.30526702772.5990.36026.694186.2498282501.927499767.919.208269955.54410.423.60512.3691.3847.125.672180.1871042.84733.707.398125537.875.48011.05617.56322036667319.6411326.12169.15188.834379.781271089.942249186.66635.153014245.4931.96931899OpenBenchmarking.org

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 2.12Device: CPU - Batch Size: 512 - Model: ResNet-50v6.7v6.6.6 Stock20406080100SE +/- 0.00, N = 3SE +/- 0.22, N = 390.5748.27

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.orgFPS, More Is BetterOpenVINO 2023.2.devModel: Machine Translation EN To DE FP16 - Device: CPUv6.7v6.6.6 Stock80160240320400SE +/- 1.14, N = 3SE +/- 1.84, N = 3354.54206.021. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -pie

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2023.2.devModel: Machine Translation EN To DE FP16 - Device: CPUv6.7v6.6.6 Stock306090120150SE +/- 0.29, N = 3SE +/- 1.37, N = 390.02154.91MIN: 35.71 / MAX: 120.27MIN: 45.52 / MAX: 256.281. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -pie

Stress-NG

Stress-NG is a Linux stress tool developed by Colin Ian King. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.16.04Test: Forkingv6.7v6.6.6 Stock16K32K48K64K80KSE +/- 80.89, N = 3SE +/- 621.24, N = 1574065.5757664.201. (CXX) g++ options: -lm -lapparmor -latomic -lc -lcrypt -ldl -ljpeg -lpthread -lrt -lz

Timed LLVM Compilation

This test times how long it takes to compile/build the LLVM compiler stack. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed LLVM Compilation 16.0Build System: Ninjav6.7v6.6.6 Stock4080120160200SE +/- 0.09, N = 3SE +/- 1.94, N = 3128.92162.96

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.orgFPS, More Is BetterOpenVINO 2023.2.devModel: Road Segmentation ADAS FP16-INT8 - Device: CPUv6.7v6.6.6 Stock30060090012001500SE +/- 1.78, N = 3SE +/- 12.47, N = 151561.171271.041. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -pie

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2023.2.devModel: Road Segmentation ADAS FP16-INT8 - Device: CPUv6.7v6.6.6 Stock612182430SE +/- 0.02, N = 3SE +/- 0.22, N = 1520.4225.08MIN: 11.89 / MAX: 42.47MIN: 11.1 / MAX: 59.251. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -pie

Stress-NG

Stress-NG is a Linux stress tool developed by Colin Ian King. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.16.04Test: SENDFILEv6.7v6.6.6 Stock200K400K600K800K1000KSE +/- 4805.80, N = 3SE +/- 5266.72, N = 31002168.85816781.541. (CXX) g++ options: -lm -lapparmor -latomic -lc -lcrypt -ldl -ljpeg -lpthread -lrt -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 6.1Build: allmodconfigv6.7v6.6.6 Stock50100150200250SE +/- 0.47, N = 3SE +/- 4.81, N = 9213.97250.17

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 2023.2.devModel: Person Vehicle Bike Detection FP16 - Device: CPUv6.7v6.6.6 Stock246810SE +/- 0.00, N = 3SE +/- 0.07, N = 157.368.41MIN: 3.93 / MAX: 27.08MIN: 3.83 / MAX: 32.931. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -pie

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2023.2.devModel: Person Vehicle Bike Detection FP16 - Device: CPUv6.7v6.6.6 Stock9001800270036004500SE +/- 1.62, N = 3SE +/- 35.82, N = 154254.673740.501. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -pie

Stress-NG

Stress-NG is a Linux stress tool developed by Colin Ian King. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.16.04Test: Cloningv6.7v6.6.6 Stock15003000450060007500SE +/- 1.62, N = 3SE +/- 50.66, N = 156798.105992.451. (CXX) g++ options: -lm -lapparmor -latomic -lc -lcrypt -ldl -ljpeg -lpthread -lrt -lz

PyTorch

This is a benchmark of PyTorch making use of pytorch-benchmark [https://github.com/LukasHedegaard/pytorch-benchmark]. Currently this test profile is catered to CPU-based testing. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgbatches/sec, More Is BetterPyTorch 2.1Device: CPU - Batch Size: 1 - Model: ResNet-50v6.6.6 Stockv6.71326395265SE +/- 0.26, N = 3SE +/- 0.25, N = 357.3252.69MIN: 52.6 / MAX: 59.56MIN: 48.03 / MAX: 54.61

OpenBenchmarking.orgbatches/sec, More Is BetterPyTorch 2.1Device: CPU - Batch Size: 16 - Model: ResNet-50v6.6.6 Stockv6.71122334455SE +/- 0.23, N = 3SE +/- 0.20, N = 346.8643.29MIN: 43.35 / MAX: 48.24MIN: 40.69 / MAX: 44.45

Speedb

Speedb is a next-generation key value storage engine that is RocksDB compatible and aiming for stability, efficiency, and performance. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgOp/s, More Is BetterSpeedb 2.7Test: Read Random Write Randomv6.7v6.6.6 Stock700K1400K2100K2800K3500KSE +/- 14008.04, N = 3SE +/- 10648.79, N = 3334863231010771. (CXX) g++ options: -O3 -march=native -pthread -fno-builtin-memcmp -fno-rtti -lpthread

Stress-NG

Stress-NG is a Linux stress tool developed by Colin Ian King. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.16.04Test: Semaphoresv6.7v6.6.6 Stock20M40M60M80M100MSE +/- 673729.70, N = 3SE +/- 315601.64, N = 3100143123.7493013794.861. (CXX) g++ options: -lm -lapparmor -latomic -lc -lcrypt -ldl -ljpeg -lpthread -lrt -lz

PyTorch

This is a benchmark of PyTorch making use of pytorch-benchmark [https://github.com/LukasHedegaard/pytorch-benchmark]. Currently this test profile is catered to CPU-based testing. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgbatches/sec, More Is BetterPyTorch 2.1Device: CPU - Batch Size: 512 - Model: ResNet-50v6.6.6 Stockv6.71122334455SE +/- 0.21, N = 3SE +/- 0.06, N = 346.3843.19MIN: 43.06 / MAX: 47.63MIN: 40.2 / MAX: 44.13

Stress-NG

Stress-NG is a Linux stress tool developed by Colin Ian King. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.16.04Test: Pipev6.7v6.6.6 Stock6M12M18M24M30MSE +/- 293042.41, N = 5SE +/- 38316.59, N = 328997709.9727118341.211. (CXX) g++ options: -lm -lapparmor -latomic -lc -lcrypt -ldl -ljpeg -lpthread -lrt -lz

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 2023.2.devModel: Handwritten English Recognition FP16-INT8 - Device: CPUv6.7v6.6.6 Stock816243240SE +/- 0.24, N = 3SE +/- 0.02, N = 334.8736.90MIN: 20.35 / MAX: 61.86MIN: 20.64 / MAX: 64.41. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -pie

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2023.2.devModel: Handwritten English Recognition FP16-INT8 - Device: CPUv6.7v6.6.6 Stock400800120016002000SE +/- 12.63, N = 3SE +/- 0.64, N = 31828.771728.881. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -pie

Stress-NG

Stress-NG is a Linux stress tool developed by Colin Ian King. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.16.04Test: Context Switchingv6.7v6.6.6 Stock5M10M15M20M25MSE +/- 193579.79, N = 15SE +/- 190129.10, N = 1521313434.9020153249.561. (CXX) g++ options: -lm -lapparmor -latomic -lc -lcrypt -ldl -ljpeg -lpthread -lrt -lz

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.16.04Test: CPU Stressv6.7v6.6.6 Stock40K80K120K160K200KSE +/- 511.22, N = 3SE +/- 1715.48, N = 3194017.28185200.381. (CXX) g++ options: -lm -lapparmor -latomic -lc -lcrypt -ldl -ljpeg -lpthread -lrt -lz

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.16.04Test: Mutexv6.7v6.6.6 Stock5M10M15M20M25MSE +/- 9399.14, N = 3SE +/- 17585.48, N = 324181954.4423109393.801. (CXX) g++ options: -lm -lapparmor -latomic -lc -lcrypt -ldl -ljpeg -lpthread -lrt -lz

Speedb

Speedb is a next-generation key value storage engine that is RocksDB compatible and aiming for stability, efficiency, and performance. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgOp/s, More Is BetterSpeedb 2.7Test: Update Randomv6.7v6.6.6 Stock100K200K300K400K500KSE +/- 227.10, N = 3SE +/- 1868.95, N = 34629174446501. (CXX) g++ options: -O3 -march=native -pthread -fno-builtin-memcmp -fno-rtti -lpthread

Stress-NG

Stress-NG is a Linux stress tool developed by Colin Ian King. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.16.04Test: Function Callv6.7v6.6.6 Stock13K26K39K52K65KSE +/- 22.20, N = 3SE +/- 468.48, N = 361613.7659193.781. (CXX) g++ options: -lm -lapparmor -latomic -lc -lcrypt -ldl -ljpeg -lpthread -lrt -lz

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.16.04Test: Mixed Schedulerv6.7v6.6.6 Stock12K24K36K48K60KSE +/- 246.60, N = 3SE +/- 166.89, N = 355946.6953828.661. (CXX) g++ options: -lm -lapparmor -latomic -lc -lcrypt -ldl -ljpeg -lpthread -lrt -lz

Blender

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

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 4.0Blend File: Barbershop - Compute: CPU-Onlyv6.7v6.6.6 Stock4080120160200SE +/- 0.19, N = 3SE +/- 0.10, N = 3157.37163.38

Speedb

Speedb is a next-generation key value storage engine that is RocksDB compatible and aiming for stability, efficiency, and performance. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgOp/s, More Is BetterSpeedb 2.7Test: Random Readv6.7v6.6.6 Stock100M200M300M400M500MSE +/- 358460.93, N = 3SE +/- 2124225.27, N = 34681236274530598221. (CXX) g++ options: -O3 -march=native -pthread -fno-builtin-memcmp -fno-rtti -lpthread

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.orgFPS, More Is BetterOpenVINO 2023.2.devModel: Age Gender Recognition Retail 0013 FP16-INT8 - Device: CPUv6.7v6.6.6 Stock30K60K90K120K150KSE +/- 316.75, N = 3SE +/- 181.97, N = 3117409.53113672.151. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -pie

Speedb

Speedb is a next-generation key value storage engine that is RocksDB compatible and aiming for stability, efficiency, and performance. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgOp/s, More Is BetterSpeedb 2.7Test: Read While Writingv6.6.6 Stockv6.73M6M9M12M15MSE +/- 134947.32, N = 6SE +/- 144991.37, N = 413467254130402441. (CXX) g++ options: -O3 -march=native -pthread -fno-builtin-memcmp -fno-rtti -lpthread

Stress-NG

Stress-NG is a Linux stress tool developed by Colin Ian King. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.16.04Test: Glibc Qsort Data Sortingv6.7v6.6.6 Stock400800120016002000SE +/- 2.29, N = 3SE +/- 3.32, N = 31953.711894.281. (CXX) g++ options: -lm -lapparmor -latomic -lc -lcrypt -ldl -ljpeg -lpthread -lrt -lz

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.16.04Test: Floating Pointv6.7v6.6.6 Stock6K12K18K24K30KSE +/- 32.79, N = 3SE +/- 16.76, N = 327569.6626744.361. (CXX) g++ options: -lm -lapparmor -latomic -lc -lcrypt -ldl -ljpeg -lpthread -lrt -lz

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.16.04Test: Hashv6.7v6.6.6 Stock4M8M12M16M20MSE +/- 3053.25, N = 3SE +/- 3192.96, N = 317551780.1417033307.631. (CXX) g++ options: -lm -lapparmor -latomic -lc -lcrypt -ldl -ljpeg -lpthread -lrt -lz

PostgreSQL

This is a benchmark of PostgreSQL using the integrated pgbench for facilitating the database benchmarks. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgTPS, More Is BetterPostgreSQL 16Scaling Factor: 100 - Clients: 1000 - Mode: Read Onlyv6.7v6.6.6 Stock900K1800K2700K3600K4500KSE +/- 12389.83, N = 3SE +/- 19489.13, N = 3400474038869751. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lm

Stress-NG

Stress-NG is a Linux stress tool developed by Colin Ian King. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.16.04Test: NUMAv6.7v6.6.6 Stock2004006008001000SE +/- 0.24, N = 3SE +/- 1.80, N = 31068.091036.771. (CXX) g++ options: -lm -lapparmor -latomic -lc -lcrypt -ldl -ljpeg -lpthread -lrt -lz

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.16.04Test: Vector Shufflev6.7v6.6.6 Stock12K24K36K48K60KSE +/- 7.11, N = 3SE +/- 29.85, N = 357494.6555853.541. (CXX) g++ options: -lm -lapparmor -latomic -lc -lcrypt -ldl -ljpeg -lpthread -lrt -lz

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.16.04Test: Cryptov6.7v6.6.6 Stock40K80K120K160K200KSE +/- 161.24, N = 3SE +/- 260.91, N = 3188548.45183183.991. (CXX) g++ options: -lm -lapparmor -latomic -lc -lcrypt -ldl -ljpeg -lpthread -lrt -lz

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.16.04Test: Vector Mathv6.7v6.6.6 Stock110K220K330K440K550KSE +/- 258.25, N = 3SE +/- 152.98, N = 3499009.49485001.341. (CXX) g++ options: -lm -lapparmor -latomic -lc -lcrypt -ldl -ljpeg -lpthread -lrt -lz

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.16.04Test: Memory Copyingv6.7v6.6.6 Stock5K10K15K20K25KSE +/- 57.39, N = 3SE +/- 17.95, N = 324695.6424004.531. (CXX) g++ options: -lm -lapparmor -latomic -lc -lcrypt -ldl -ljpeg -lpthread -lrt -lz

PostgreSQL

This is a benchmark of PostgreSQL using the integrated pgbench for facilitating the database benchmarks. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgms, Fewer Is BetterPostgreSQL 16Scaling Factor: 100 - Clients: 1000 - Mode: Read Only - Average Latencyv6.7v6.6.6 Stock0.05780.11560.17340.23120.289SE +/- 0.001, N = 3SE +/- 0.001, N = 30.2500.2571. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lm

Stress-NG

Stress-NG is a Linux stress tool developed by Colin Ian King. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.16.04Test: Matrix Mathv6.7v6.6.6 Stock80K160K240K320K400KSE +/- 272.90, N = 3SE +/- 637.54, N = 3396041.26385258.181. (CXX) g++ options: -lm -lapparmor -latomic -lc -lcrypt -ldl -ljpeg -lpthread -lrt -lz

Quicksilver

Quicksilver is a proxy application that represents some elements of the Mercury workload by solving a simplified dynamic Monte Carlo particle transport problem. Quicksilver is developed by Lawrence Livermore National Laboratory (LLNL) and this test profile currently makes use of the OpenMP CPU threaded code path. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFigure Of Merit, More Is BetterQuicksilver 20230818Input: CORAL2 P1v6.7v6.6.6 Stock6M12M18M24M30MSE +/- 55075.71, N = 3SE +/- 211266.03, N = 328040000272800001. (CXX) g++ options: -fopenmp -O3 -march=native

Stress-NG

Stress-NG is a Linux stress tool developed by Colin Ian King. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.16.04Test: Wide Vector Mathv6.7v6.6.6 Stock700K1400K2100K2800K3500KSE +/- 1754.36, N = 3SE +/- 830.00, N = 33320137.023230461.501. (CXX) g++ options: -lm -lapparmor -latomic -lc -lcrypt -ldl -ljpeg -lpthread -lrt -lz

Timed Node.js Compilation

This test profile times how long it takes to build/compile Node.js itself from source. Node.js is a JavaScript run-time built from the Chrome V8 JavaScript engine while itself is written in C/C++. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed Node.js Compilation 19.8.1Time To Compilev6.7v6.6.6 Stock306090120150SE +/- 0.15, N = 3SE +/- 0.10, N = 3118.05121.21

Stress-NG

Stress-NG is a Linux stress tool developed by Colin Ian King. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.16.04Test: Fused Multiply-Addv6.7v6.6.6 Stock15M30M45M60M75MSE +/- 42666.45, N = 3SE +/- 21862.72, N = 372100478.1470244822.751. (CXX) g++ options: -lm -lapparmor -latomic -lc -lcrypt -ldl -ljpeg -lpthread -lrt -lz

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 2023.2.devModel: Age Gender Recognition Retail 0013 FP16-INT8 - Device: CPUv6.7v6.6.6 Stock0.08780.17560.26340.35120.439SE +/- 0.00, N = 3SE +/- 0.00, N = 30.380.39MIN: 0.18 / MAX: 19.31MIN: 0.18 / MAX: 26.281. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -pie

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2023.2.devModel: Face Detection Retail FP16-INT8 - Device: CPUv6.7v6.6.6 Stock0.9811.9622.9433.9244.905SE +/- 0.01, N = 3SE +/- 0.00, N = 34.254.36MIN: 1.95 / MAX: 30.92MIN: 2.15 / MAX: 271. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -pie

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2023.2.devModel: Vehicle Detection FP16-INT8 - Device: CPUv6.7v6.6.6 Stock246810SE +/- 0.00, N = 3SE +/- 0.01, N = 36.216.37MIN: 3.17 / MAX: 23.34MIN: 3.34 / MAX: 29.671. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -pie

7-Zip Compression

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

OpenBenchmarking.orgMIPS, More Is Better7-Zip Compression 22.01Test: Decompression Ratingv6.7v6.6.6 Stock120K240K360K480K600KSE +/- 1033.82, N = 3SE +/- 3472.31, N = 35708835567611. (CXX) g++ options: -lpthread -ldl -O2 -fPIC

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 2023.2.devModel: Weld Porosity Detection FP16-INT8 - Device: CPUv6.7v6.6.6 Stock246810SE +/- 0.00, N = 3SE +/- 0.00, N = 37.507.69MIN: 3.43 / MAX: 27.91MIN: 3.31 / MAX: 27.531. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -pie

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2023.2.devModel: Weld Porosity Detection FP16-INT8 - Device: CPUv6.7v6.6.6 Stock2K4K6K8K10KSE +/- 9.48, N = 3SE +/- 4.62, N = 38161.267959.971. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -pie

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2023.2.devModel: Face Detection Retail FP16-INT8 - Device: CPUv6.7v6.6.6 Stock3K6K9K12K15KSE +/- 19.49, N = 3SE +/- 10.92, N = 314310.2513960.221. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -pie

Stress-NG

Stress-NG is a Linux stress tool developed by Colin Ian King. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.16.04Test: Mallocv6.7v6.6.6 Stock30M60M90M120M150MSE +/- 1238064.72, N = 3SE +/- 917737.04, N = 3154494959.66150760521.221. (CXX) g++ options: -lm -lapparmor -latomic -lc -lcrypt -ldl -ljpeg -lpthread -lrt -lz

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.orgFPS, More Is BetterOpenVINO 2023.2.devModel: Vehicle Detection FP16-INT8 - Device: CPUv6.7v6.6.6 Stock11002200330044005500SE +/- 2.97, N = 3SE +/- 7.01, N = 35045.514926.831. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -pie

Quicksilver

Quicksilver is a proxy application that represents some elements of the Mercury workload by solving a simplified dynamic Monte Carlo particle transport problem. Quicksilver is developed by Lawrence Livermore National Laboratory (LLNL) and this test profile currently makes use of the OpenMP CPU threaded code path. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFigure Of Merit, More Is BetterQuicksilver 20230818Input: CTS2v6.7v6.6.6 Stock5M10M15M20M25MSE +/- 38441.88, N = 3SE +/- 32829.53, N = 323876667233266671. (CXX) g++ options: -fopenmp -O3 -march=native

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.orgFPS, More Is BetterOpenVINO 2023.2.devModel: Face Detection FP16-INT8 - Device: CPUv6.7v6.6.6 Stock20406080100SE +/- 0.06, N = 3SE +/- 0.20, N = 385.2283.261. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -pie

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2023.2.devModel: Face Detection FP16-INT8 - Device: CPUv6.7v6.6.6 Stock80160240320400SE +/- 0.25, N = 3SE +/- 0.84, N = 3374.51383.15MIN: 321.16 / MAX: 396.63MIN: 303.22 / MAX: 402.091. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -pie

Stress-NG

Stress-NG is a Linux stress tool developed by Colin Ian King. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.16.04Test: Vector Floating Pointv6.7v6.6.6 Stock50K100K150K200K250KSE +/- 394.44, N = 3SE +/- 217.62, N = 3234027.64228832.131. (CXX) g++ options: -lm -lapparmor -latomic -lc -lcrypt -ldl -ljpeg -lpthread -lrt -lz

Blender

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

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 4.0Blend File: BMW27 - Compute: CPU-Onlyv6.7v6.6.6 Stock48121620SE +/- 0.13, N = 3SE +/- 0.08, N = 317.3817.76

Stress-NG

Stress-NG is a Linux stress tool developed by Colin Ian King. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.16.04Test: Glibc C String Functionsv6.7v6.6.6 Stock16M32M48M64M80MSE +/- 469274.41, N = 3SE +/- 346470.68, N = 375382089.0473865789.561. (CXX) g++ options: -lm -lapparmor -latomic -lc -lcrypt -ldl -ljpeg -lpthread -lrt -lz

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.16.04Test: Zlibv6.7v6.6.6 Stock2K4K6K8K10KSE +/- 39.53, N = 3SE +/- 15.44, N = 38041.127881.101. (CXX) g++ options: -lm -lapparmor -latomic -lc -lcrypt -ldl -ljpeg -lpthread -lrt -lz

7-Zip Compression

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

OpenBenchmarking.orgMIPS, More Is Better7-Zip Compression 22.01Test: Compression Ratingv6.7v6.6.6 Stock80K160K240K320K400KSE +/- 967.86, N = 3SE +/- 1642.20, N = 33633973563951. (CXX) g++ options: -lpthread -ldl -O2 -fPIC

LeelaChessZero

LeelaChessZero (lc0 / lczero) is a chess engine automated vian neural networks. This test profile can be used for OpenCL, CUDA + cuDNN, and BLAS (CPU-based) benchmarking. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgNodes Per Second, More Is BetterLeelaChessZero 0.30Backend: Eigenv6.6.6 Stockv6.780160240320400SE +/- 2.67, N = 3SE +/- 4.26, N = 43653581. (CXX) g++ options: -flto -pthread

SVT-AV1

This is a benchmark of the SVT-AV1 open-source video encoder/decoder. SVT-AV1 was originally developed by Intel as part of their Open Visual Cloud / Scalable Video Technology (SVT). Development of SVT-AV1 has since moved to the Alliance for Open Media as part of upstream AV1 development. SVT-AV1 is a CPU-based multi-threaded video encoder for the AV1 video format with a sample YUV video file. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-AV1 1.8Encoder Mode: Preset 13 - Input: Bosphorus 4Kv6.7v6.6.6 Stock4080120160200SE +/- 0.83, N = 3SE +/- 0.41, N = 3192.31188.721. (CXX) g++ options: -march=native -mno-avx -mavx2 -mavx512f -mavx512bw -mavx512dq

Stress-NG

Stress-NG is a Linux stress tool developed by Colin Ian King. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.16.04Test: System V Message Passingv6.7v6.6.6 Stock6M12M18M24M30MSE +/- 35321.93, N = 3SE +/- 24713.27, N = 326702772.5926211336.691. (CXX) g++ options: -lm -lapparmor -latomic -lc -lcrypt -ldl -ljpeg -lpthread -lrt -lz

SVT-AV1

This is a benchmark of the SVT-AV1 open-source video encoder/decoder. SVT-AV1 was originally developed by Intel as part of their Open Visual Cloud / Scalable Video Technology (SVT). Development of SVT-AV1 has since moved to the Alliance for Open Media as part of upstream AV1 development. SVT-AV1 is a CPU-based multi-threaded video encoder for the AV1 video format with a sample YUV video file. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-AV1 1.8Encoder Mode: Preset 8 - Input: Bosphorus 4Kv6.7v6.6.6 Stock20406080100SE +/- 0.69, N = 3SE +/- 0.57, N = 390.3688.831. (CXX) g++ options: -march=native -mno-avx -mavx2 -mavx512f -mavx512bw -mavx512dq

Timed PHP Compilation

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

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed PHP Compilation 8.1.9Time To Compilev6.7v6.6.6 Stock612182430SE +/- 0.13, N = 3SE +/- 0.02, N = 326.6927.12

SVT-AV1

This is a benchmark of the SVT-AV1 open-source video encoder/decoder. SVT-AV1 was originally developed by Intel as part of their Open Visual Cloud / Scalable Video Technology (SVT). Development of SVT-AV1 has since moved to the Alliance for Open Media as part of upstream AV1 development. SVT-AV1 is a CPU-based multi-threaded video encoder for the AV1 video format with a sample YUV video file. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-AV1 1.8Encoder Mode: Preset 12 - Input: Bosphorus 4Kv6.7v6.6.6 Stock4080120160200SE +/- 0.60, N = 3SE +/- 1.21, N = 3186.25183.371. (CXX) g++ options: -march=native -mno-avx -mavx2 -mavx512f -mavx512bw -mavx512dq

Stress-NG

Stress-NG is a Linux stress tool developed by Colin Ian King. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.16.04Test: AVX-512 VNNIv6.7v6.6.6 Stock2M4M6M8M10MSE +/- 3726.82, N = 3SE +/- 86949.56, N = 58282501.928158371.941. (CXX) g++ options: -lm -lapparmor -latomic -lc -lcrypt -ldl -ljpeg -lpthread -lrt -lz

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.16.04Test: Pollv6.7v6.6.6 Stock1.6M3.2M4.8M6.4M8MSE +/- 7207.98, N = 3SE +/- 8703.67, N = 37499767.917394187.641. (CXX) g++ options: -lm -lapparmor -latomic -lc -lcrypt -ldl -ljpeg -lpthread -lrt -lz

SVT-AV1

This is a benchmark of the SVT-AV1 open-source video encoder/decoder. SVT-AV1 was originally developed by Intel as part of their Open Visual Cloud / Scalable Video Technology (SVT). Development of SVT-AV1 has since moved to the Alliance for Open Media as part of upstream AV1 development. SVT-AV1 is a CPU-based multi-threaded video encoder for the AV1 video format with a sample YUV video file. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-AV1 1.8Encoder Mode: Preset 4 - Input: Bosphorus 4Kv6.7v6.6.6 Stock3691215SE +/- 0.044, N = 3SE +/- 0.052, N = 39.2089.0811. (CXX) g++ options: -march=native -mno-avx -mavx2 -mavx512f -mavx512bw -mavx512dq

QuantLib

QuantLib is an open-source library/framework around quantitative finance for modeling, trading and risk management scenarios. QuantLib is written in C++ with Boost and its built-in benchmark used reports the QuantLib Benchmark Index benchmark score. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMFLOPS, More Is BetterQuantLib 1.32Configuration: Multi-Threadedv6.7v6.6.6 Stock60K120K180K240K300KSE +/- 922.38, N = 3SE +/- 1629.93, N = 3269955.5266288.41. (CXX) g++ options: -O3 -march=native -fPIE -pie

OpenBenchmarking.orgMFLOPS, More Is BetterQuantLib 1.32Configuration: Single-Threadedv6.7v6.6.6 Stock9001800270036004500SE +/- 17.53, N = 3SE +/- 23.44, N = 34410.44354.91. (CXX) g++ options: -O3 -march=native -fPIE -pie

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 6.1Build: defconfigv6.7v6.6.6 Stock612182430SE +/- 0.27, N = 4SE +/- 0.22, N = 623.6123.91

FLAC Audio Encoding

This test times how long it takes to encode a sample WAV file to FLAC audio format ten times using the --best preset settings. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterFLAC Audio Encoding 1.4WAV To FLACv6.7v6.6.6 Stock3691215SE +/- 0.02, N = 5SE +/- 0.03, N = 512.3712.521. (CXX) g++ options: -O3 -fvisibility=hidden -logg -lm

rav1e

Xiph rav1e is a Rust-written AV1 video encoder that claims to be the fastest and safest AV1 encoder. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFrames Per Second, More Is Betterrav1e 0.7Speed: 1v6.7v6.6.6 Stock0.31140.62280.93421.24561.557SE +/- 0.001, N = 3SE +/- 0.004, N = 31.3841.369

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 2.12Device: CPU - Batch Size: 1 - Model: ResNet-50v6.6.6 Stockv6.7246810SE +/- 0.02, N = 3SE +/- 0.01, N = 37.197.12

rav1e

Xiph rav1e is a Rust-written AV1 video encoder that claims to be the fastest and safest AV1 encoder. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFrames Per Second, More Is Betterrav1e 0.7Speed: 5v6.7v6.6.6 Stock1.27622.55243.82865.10486.381SE +/- 0.009, N = 3SE +/- 0.008, N = 35.6725.620

Timed LLVM Compilation

This test times how long it takes to compile/build the LLVM compiler stack. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed LLVM Compilation 16.0Build System: Unix Makefilesv6.7v6.6.6 Stock4080120160200SE +/- 0.32, N = 3SE +/- 0.10, N = 3180.19181.65

Stress-NG

Stress-NG is a Linux stress tool developed by Colin Ian King. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.16.04Test: MMAPv6.7v6.6.6 Stock2004006008001000SE +/- 0.51, N = 3SE +/- 0.43, N = 31042.841037.831. (CXX) g++ options: -lm -lapparmor -latomic -lc -lcrypt -ldl -ljpeg -lpthread -lrt -lz

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.16.04Test: MEMFDv6.7v6.6.6 Stock160320480640800SE +/- 0.59, N = 3SE +/- 0.47, N = 3733.70730.621. (CXX) g++ options: -lm -lapparmor -latomic -lc -lcrypt -ldl -ljpeg -lpthread -lrt -lz

rav1e

Xiph rav1e is a Rust-written AV1 video encoder that claims to be the fastest and safest AV1 encoder. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFrames Per Second, More Is Betterrav1e 0.7Speed: 6v6.7v6.6.6 Stock246810SE +/- 0.031, N = 3SE +/- 0.022, N = 37.3987.370

Stress-NG

Stress-NG is a Linux stress tool developed by Colin Ian King. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.16.04Test: Pthreadv6.7v6.6.6 Stock30K60K90K120K150KSE +/- 142.99, N = 3SE +/- 452.99, N = 3125537.87125130.591. (CXX) g++ options: -lm -lapparmor -latomic -lc -lcrypt -ldl -ljpeg -lpthread -lrt -lz

Y-Cruncher

Y-Cruncher is a multi-threaded Pi benchmark capable of computing Pi to trillions of digits. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterY-Cruncher 0.8.3Pi Digits To Calculate: 500Mv6.6.6 Stockv6.71.2332.4663.6994.9326.165SE +/- 0.006, N = 3SE +/- 0.004, N = 35.4635.480

OpenBenchmarking.orgSeconds, Fewer Is BetterY-Cruncher 0.8.3Pi Digits To Calculate: 1Bv6.6.6 Stockv6.73691215SE +/- 0.01, N = 3SE +/- 0.01, N = 311.0211.06

rav1e

Xiph rav1e is a Rust-written AV1 video encoder that claims to be the fastest and safest AV1 encoder. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFrames Per Second, More Is Betterrav1e 0.7Speed: 10v6.6.6 Stockv6.748121620SE +/- 0.02, N = 3SE +/- 0.03, N = 317.6017.56

Quicksilver

Quicksilver is a proxy application that represents some elements of the Mercury workload by solving a simplified dynamic Monte Carlo particle transport problem. Quicksilver is developed by Lawrence Livermore National Laboratory (LLNL) and this test profile currently makes use of the OpenMP CPU threaded code path. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFigure Of Merit, More Is BetterQuicksilver 20230818Input: CORAL2 P2v6.6.6 Stockv6.75M10M15M20M25MSE +/- 34641.02, N = 3SE +/- 14529.66, N = 322070000220366671. (CXX) g++ options: -fopenmp -O3 -march=native

Stress-NG

Stress-NG is a Linux stress tool developed by Colin Ian King. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.16.04Test: Atomicv6.6.6 Stockv6.770140210280350SE +/- 0.15, N = 3SE +/- 0.17, N = 3319.94319.641. (CXX) g++ options: -lm -lapparmor -latomic -lc -lcrypt -ldl -ljpeg -lpthread -lrt -lz

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.16.04Test: x86_64 RdRandv6.6.6 Stockv6.72K4K6K8K10KSE +/- 0.34, N = 3SE +/- 0.18, N = 311327.0611326.121. (CXX) g++ options: -lm -lapparmor -latomic -lc -lcrypt -ldl -ljpeg -lpthread -lrt -lz

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 2023.2.devModel: Person Detection FP16 - Device: CPUv6.7v6.6.6 Stock50100150200250SE +/- 0.26, N = 3SE +/- 6.32, N = 15169.15249.98MIN: 69.93 / MAX: 221.3MIN: 40.51 / MAX: 811.651. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -pie

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2023.2.devModel: Person Detection FP16 - Device: CPUv6.7v6.6.6 Stock4080120160200SE +/- 0.29, N = 3SE +/- 2.69, N = 15188.83128.731. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -pie

Stress-NG

Stress-NG is a Linux stress tool developed by Colin Ian King. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.16.04Test: Matrix 3D Mathv6.7v6.6.6 Stock9001800270036004500SE +/- 46.41, N = 13SE +/- 161.28, N = 154379.782308.981. (CXX) g++ options: -lm -lapparmor -latomic -lc -lcrypt -ldl -ljpeg -lpthread -lrt -lz

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.16.04Test: CPU Cachev6.7v6.6.6 Stock300K600K900K1200K1500KSE +/- 23675.00, N = 12SE +/- 16798.31, N = 31271089.941268835.491. (CXX) g++ options: -lm -lapparmor -latomic -lc -lcrypt -ldl -ljpeg -lpthread -lrt -lz

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.16.04Test: IO_uringv6.7v6.6.6 Stock500K1000K1500K2000K2500KSE +/- 27934.77, N = 3SE +/- 109628.32, N = 122249186.661486513.951. (CXX) g++ options: -lm -lapparmor -latomic -lc -lcrypt -ldl -ljpeg -lpthread -lrt -lz

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.16.04Test: AVL Treev6.7v6.6.6 Stock140280420560700SE +/- 0.67, N = 3SE +/- 9.75, N = 14635.15432.831. (CXX) g++ options: -lm -lapparmor -latomic -lc -lcrypt -ldl -ljpeg -lpthread -lrt -lz

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.16.04Test: Futexv6.7v6.6.6 Stock600K1200K1800K2400K3000KSE +/- 51913.47, N = 15SE +/- 38705.18, N = 123014245.493008388.981. (CXX) g++ options: -lm -lapparmor -latomic -lc -lcrypt -ldl -ljpeg -lpthread -lrt -lz

PostgreSQL

This is a benchmark of PostgreSQL using the integrated pgbench for facilitating the database benchmarks. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgms, Fewer Is BetterPostgreSQL 16Scaling Factor: 100 - Clients: 1000 - Mode: Read Write - Average Latencyv6.7v6.6.6 Stock816243240SE +/- 1.45, N = 12SE +/- 1.47, N = 1231.9734.691. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lm

OpenBenchmarking.orgTPS, More Is BetterPostgreSQL 16Scaling Factor: 100 - Clients: 1000 - Mode: Read Writev6.7v6.6.6 Stock7K14K21K28K35KSE +/- 1238.01, N = 12SE +/- 1131.34, N = 1231899293561. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lm

98 Results Shown

TensorFlow
OpenVINO:
  Machine Translation EN To DE FP16 - CPU:
    FPS
    ms
Stress-NG
Timed LLVM Compilation
OpenVINO:
  Road Segmentation ADAS FP16-INT8 - CPU:
    FPS
    ms
Stress-NG
Timed Linux Kernel Compilation
OpenVINO:
  Person Vehicle Bike Detection FP16 - CPU:
    ms
    FPS
Stress-NG
PyTorch:
  CPU - 1 - ResNet-50
  CPU - 16 - ResNet-50
Speedb
Stress-NG
PyTorch
Stress-NG
OpenVINO:
  Handwritten English Recognition FP16-INT8 - CPU:
    ms
    FPS
Stress-NG:
  Context Switching
  CPU Stress
  Mutex
Speedb
Stress-NG:
  Function Call
  Mixed Scheduler
Blender
Speedb
OpenVINO
Speedb
Stress-NG:
  Glibc Qsort Data Sorting
  Floating Point
  Hash
PostgreSQL
Stress-NG:
  NUMA
  Vector Shuffle
  Crypto
  Vector Math
  Memory Copying
PostgreSQL
Stress-NG
Quicksilver
Stress-NG
Timed Node.js Compilation
Stress-NG
OpenVINO:
  Age Gender Recognition Retail 0013 FP16-INT8 - CPU
  Face Detection Retail FP16-INT8 - CPU
  Vehicle Detection FP16-INT8 - CPU
7-Zip Compression
OpenVINO:
  Weld Porosity Detection FP16-INT8 - CPU:
    ms
    FPS
  Face Detection Retail FP16-INT8 - CPU:
    FPS
Stress-NG
OpenVINO
Quicksilver
OpenVINO:
  Face Detection FP16-INT8 - CPU:
    FPS
    ms
Stress-NG
Blender
Stress-NG:
  Glibc C String Functions
  Zlib
7-Zip Compression
LeelaChessZero
SVT-AV1
Stress-NG
SVT-AV1
Timed PHP Compilation
SVT-AV1
Stress-NG:
  AVX-512 VNNI
  Poll
SVT-AV1
QuantLib:
  Multi-Threaded
  Single-Threaded
Timed Linux Kernel Compilation
FLAC Audio Encoding
rav1e
TensorFlow
rav1e
Timed LLVM Compilation
Stress-NG:
  MMAP
  MEMFD
rav1e
Stress-NG
Y-Cruncher:
  500M
  1B
rav1e
Quicksilver
Stress-NG:
  Atomic
  x86_64 RdRand
OpenVINO:
  Person Detection FP16 - CPU:
    ms
    FPS
Stress-NG:
  Matrix 3D Math
  CPU Cache
  IO_uring
  AVL Tree
  Futex
PostgreSQL:
  100 - 1000 - Read Write - Average Latency
  100 - 1000 - Read Write