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
Invert Behavior (Only Show Selected Data)
  7 Hours, 26 Minutes
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v6.6.6 Stock

Processor: AMD Ryzen Threadripper 7980X 64-Cores @ 7.79GHz (64 Cores / 128 Threads), Motherboard: System76 Thelio Major (FA Z5 BIOS), Chipset: AMD Device 14a4, Memory: 4 x 32 GB DRAM-4800MT/s Micron MTC20F1045S1RC48BA2, Disk: 1000GB CT1000T700SSD5, Graphics: NAVI31 45GB (1760/1124MHz), Audio: AMD Device 14cc, Monitor: ASUS VP28U, Network: Aquantia Device 14c0 + Realtek RTL8125 2.5GbE + Intel Wi-Fi 6 AX210/AX211/AX411

OS: Pop 22.04, Kernel: 6.6.6-76060606-generic (x86_64), Desktop: GNOME Shell 42.5, Display Server: X Server 1.21.1.4, OpenGL: 4.6 Mesa 23.3.2-1pop0~1704238321~22.04~36f1d0e (LLVM 15.0.7 DRM 3.54), Vulkan: 1.3.267, Compiler: GCC 11.4.0, File-System: ext4, Screen Resolution: 3840x2160

Kernel Notes: Transparent Huge Pages: madvise
Compiler Notes: --build=x86_64-linux-gnu --disable-vtable-verify --disable-werror --enable-bootstrap --enable-cet --enable-checking=release --enable-clocale=gnu --enable-default-pie --enable-gnu-unique-object --enable-languages=c,ada,c++,go,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 Notes: Scaling Governor: amd-pstate-epp powersave (EPP: balance_performance) - CPU Microcode: 0xa108105
Python Notes: Python 3.10.12
Security Notes: gather_data_sampling: Not affected + itlb_multihit: Not affected + l1tf: Not affected + mds: Not affected + meltdown: Not affected + mmio_stale_data: Not affected + 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

v6.7

OS: Pop 22.04, Kernel: 6.7.0-060700-generic (x86_64), Desktop: GNOME Shell 42.5, Display Server: X Server 1.21.1.4, OpenGL: 4.6 Mesa 23.3.2-1pop0~1704238321~22.04~36f1d0e (LLVM 15.0.7 DRM 3.56), Vulkan: 1.3.267, Compiler: GCC 11.4.0, File-System: ext4, Screen Resolution: 3840x2160

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-50pgbench: 100 - 1000 - Read Write - Average Latencypgbench: 100 - 1000 - Read Writebuild-linux-kernel: allmodconfiglczero: Eigenquicksilver: CTS2quicksilver: CORAL2 P2openvino: Person Detection FP16 - CPUopenvino: Person Detection FP16 - CPUopenvino: Person Vehicle Bike Detection FP16 - CPUopenvino: Person Vehicle Bike Detection FP16 - CPUopenvino: Road Segmentation ADAS FP16-INT8 - CPUopenvino: Road Segmentation ADAS FP16-INT8 - CPUbuild-llvm: Unix Makefilesblender: Barbershop - CPU-Onlystress-ng: Context Switchingbuild-llvm: Ninjastress-ng: Matrix 3D Mathpgbench: 100 - 1000 - Read Only - Average Latencypgbench: 100 - 1000 - Read Onlystress-ng: Futexbuild-nodejs: Time To Compilespeedb: Read While Writingstress-ng: Cloningstress-ng: IO_uringstress-ng: Forkingstress-ng: AVL Treestress-ng: CPU Cacheopenvino: Face Detection FP16-INT8 - CPUopenvino: Face Detection FP16-INT8 - CPUopenvino: Machine Translation EN To DE FP16 - CPUopenvino: Machine Translation EN To DE FP16 - CPUopenvino: Face Detection Retail FP16-INT8 - CPUopenvino: Face Detection Retail FP16-INT8 - CPUopenvino: Age Gender Recognition Retail 0013 FP16-INT8 - CPUopenvino: Age Gender Recognition Retail 0013 FP16-INT8 - CPUopenvino: Handwritten English Recognition FP16-INT8 - CPUopenvino: Handwritten English Recognition FP16-INT8 - CPUopenvino: Vehicle Detection FP16-INT8 - CPUopenvino: Vehicle Detection FP16-INT8 - CPUopenvino: Weld Porosity Detection FP16-INT8 - CPUopenvino: Weld Porosity Detection FP16-INT8 - CPUspeedb: Update Randspeedb: Read Rand Write Randspeedb: Rand Readrav1e: 1quantlib: Multi-Threadedpytorch: CPU - 512 - ResNet-50pytorch: CPU - 16 - ResNet-50quicksilver: CORAL2 P1stress-ng: AVX-512 VNNIstress-ng: Pipebuild-linux-kernel: defconfigrav1e: 5rav1e: 10compress-7zip: Decompression Ratingcompress-7zip: Compression Ratingstress-ng: Atomicstress-ng: Mallocstress-ng: MMAPstress-ng: MEMFDstress-ng: x86_64 RdRandstress-ng: Pthreadstress-ng: Zlibstress-ng: Wide Vector Mathstress-ng: NUMAstress-ng: SENDFILEstress-ng: Vector Shufflestress-ng: Mixed Schedulerstress-ng: Function Callstress-ng: Hashstress-ng: System V Message Passingstress-ng: Fused Multiply-Addstress-ng: Glibc Qsort Data Sortingstress-ng: Pollstress-ng: Memory Copyingstress-ng: Semaphoresstress-ng: Glibc C String Functionsstress-ng: Vector Floating Pointstress-ng: Vector Mathstress-ng: Cryptostress-ng: Floating Pointstress-ng: Mutexstress-ng: Matrix Mathstress-ng: CPU Stressrav1e: 6build-php: Time To Compilepytorch: CPU - 1 - ResNet-50encode-flac: WAV To FLACsvt-av1: Preset 4 - Bosphorus 4Kquantlib: Single-Threadedtensorflow: CPU - 1 - ResNet-50blender: BMW27 - CPU-Onlyy-cruncher: 1Bsvt-av1: Preset 8 - Bosphorus 4Ky-cruncher: 500Msvt-av1: Preset 12 - Bosphorus 4Ksvt-av1: Preset 13 - Bosphorus 4Kv6.6.6 Stockv6.748.2734.68929356250.1653652332666722070000249.98128.738.413740.5025.081271.04181.646163.3820153249.56162.9612308.980.25738869753008388.98121.214134672545992.451486513.9557664.20432.831268835.49383.1583.26154.91206.024.3613960.220.39113672.1536.901728.886.374926.837.697959.9744465031010774530598221.369266288.446.3846.86272800008158371.9427118341.2123.9055.62017.601556761356395319.94150760521.221037.83730.6211327.06125130.597881.103230461.501036.77816781.5455853.5453828.6659193.7817033307.6326211336.6970244822.751894.287394187.6424004.5393013794.8673865789.56228832.13485001.34183183.9926744.3623109393.80385258.18185200.387.37027.12157.3212.5249.0814354.97.1917.7611.02388.8305.463183.372188.71690.5731.96931899213.9683582387666722036667169.15188.837.364254.6720.421561.17180.187157.3721313434.90128.9204379.780.25040047403014245.49118.048130402446798.102249186.6674065.57635.151271089.94374.5185.2290.02354.544.2514310.250.38117409.5334.871828.776.215045.517.508161.2646291733486324681236271.384269955.543.1943.29280400008282501.9228997709.9723.6055.67217.563570883363397319.64154494959.661042.84733.7011326.12125537.878041.123320137.021068.091002168.8557494.6555946.6961613.7617551780.1426702772.5972100478.141953.717499767.9124695.64100143123.7475382089.04234027.64499009.49188548.4527569.6624181954.44396041.26194017.287.39826.69452.6912.3699.2084410.47.1217.3811.05690.3605.480186.249192.305OpenBenchmarking.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

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

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

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: Eigenv6.7v6.6.6 Stock80160240320400SE +/- 4.26, N = 4SE +/- 2.67, N = 33583651. (CXX) g++ options: -flto -pthread

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

OpenBenchmarking.orgFigure Of Merit, More Is BetterQuicksilver 20230818Input: CORAL2 P2v6.7v6.6.6 Stock5M10M15M20M25MSE +/- 14529.66, N = 3SE +/- 34641.02, N = 322036667220700001. (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.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

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

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

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

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

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

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

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

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

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

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: 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

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

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 Writingv6.7v6.6.6 Stock3M6M9M12M15MSE +/- 144991.37, N = 4SE +/- 134947.32, N = 613040244134672541. (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: 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

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: 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

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: 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

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: 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

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: 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

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: 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.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

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.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

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

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

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

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

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

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

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

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

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

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-50v6.7v6.6.6 Stock1122334455SE +/- 0.06, N = 3SE +/- 0.21, N = 343.1946.38MIN: 40.2 / MAX: 44.13MIN: 43.06 / MAX: 47.63

OpenBenchmarking.orgbatches/sec, More Is BetterPyTorch 2.1Device: CPU - Batch Size: 16 - Model: ResNet-50v6.7v6.6.6 Stock1122334455SE +/- 0.20, N = 3SE +/- 0.23, N = 343.2946.86MIN: 40.69 / MAX: 44.45MIN: 43.35 / MAX: 48.24

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: 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: 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

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

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

OpenBenchmarking.orgFrames Per Second, More Is Betterrav1e 0.7Speed: 10v6.7v6.6.6 Stock48121620SE +/- 0.03, N = 3SE +/- 0.02, N = 317.5617.60

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

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

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: Atomicv6.7v6.6.6 Stock70140210280350SE +/- 0.17, N = 3SE +/- 0.15, N = 3319.64319.941. (CXX) g++ options: -lm -lapparmor -latomic -lc -lcrypt -ldl -ljpeg -lpthread -lrt -lz

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.16.04Test: 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

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

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.16.04Test: x86_64 RdRandv6.7v6.6.6 Stock2K4K6K8K10KSE +/- 0.18, N = 3SE +/- 0.34, N = 311326.1211327.061. (CXX) g++ options: -lm -lapparmor -latomic -lc -lcrypt -ldl -ljpeg -lpthread -lrt -lz

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

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

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

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: 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

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: 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

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: 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

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

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

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: 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

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

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

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: 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

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: 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: 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: 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

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

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

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

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

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-50v6.7v6.6.6 Stock1326395265SE +/- 0.25, N = 3SE +/- 0.26, N = 352.6957.32MIN: 48.03 / MAX: 54.61MIN: 52.6 / MAX: 59.56

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

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

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-50v6.7v6.6.6 Stock246810SE +/- 0.01, N = 3SE +/- 0.02, N = 37.127.19

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

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: 1Bv6.7v6.6.6 Stock3691215SE +/- 0.01, N = 3SE +/- 0.01, N = 311.0611.02

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

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: 500Mv6.7v6.6.6 Stock1.2332.4663.6994.9326.165SE +/- 0.004, N = 3SE +/- 0.006, N = 35.4805.463

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

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

Geometric Mean Of All Test Results

OpenBenchmarking.orgGeometric Mean, More Is BetterGeometric Mean Of All Test ResultsResult Composite - System76 Thelio Kernelsv6.7v6.6.6 Stock100020003000400050004532.604212.22

Number Of First Place Finishes

v6.786 [87.8%]v6.6.6 Stock12 [12.2%]Number Of First Place FinishesWins - 98 TestsOpenBenchmarking.org

Number Of Last Place Finishes

v6.712 [12.2%]v6.6.6 Stock86 [87.8%]Number Of Last Place FinishesLosses - 98 TestsOpenBenchmarking.org

101 Results Shown

TensorFlow
PostgreSQL:
  100 - 1000 - Read Write - Average Latency
  100 - 1000 - Read Write
Timed Linux Kernel Compilation
LeelaChessZero
Quicksilver:
  CTS2
  CORAL2 P2
OpenVINO:
  Person Detection FP16 - CPU:
    ms
    FPS
  Person Vehicle Bike Detection FP16 - CPU:
    ms
    FPS
  Road Segmentation ADAS FP16-INT8 - CPU:
    ms
    FPS
Timed LLVM Compilation
Blender
Stress-NG
Timed LLVM Compilation
Stress-NG
PostgreSQL:
  100 - 1000 - Read Only - Average Latency
  100 - 1000 - Read Only
Stress-NG
Timed Node.js Compilation
Speedb
Stress-NG:
  Cloning
  IO_uring
  Forking
  AVL Tree
  CPU Cache
OpenVINO:
  Face Detection FP16-INT8 - CPU:
    ms
    FPS
  Machine Translation EN To DE FP16 - CPU:
    ms
    FPS
  Face Detection Retail FP16-INT8 - CPU:
    ms
    FPS
  Age Gender Recognition Retail 0013 FP16-INT8 - CPU:
    ms
    FPS
  Handwritten English Recognition FP16-INT8 - CPU:
    ms
    FPS
  Vehicle Detection FP16-INT8 - CPU:
    ms
    FPS
  Weld Porosity Detection FP16-INT8 - CPU:
    ms
    FPS
Speedb:
  Update Rand
  Read Rand Write Rand
  Rand Read
rav1e
QuantLib
PyTorch:
  CPU - 512 - ResNet-50
  CPU - 16 - ResNet-50
Quicksilver
Stress-NG:
  AVX-512 VNNI
  Pipe
Timed Linux Kernel Compilation
rav1e:
  5
  10
7-Zip Compression:
  Decompression Rating
  Compression Rating
Stress-NG:
  Atomic
  Malloc
  MMAP
  MEMFD
  x86_64 RdRand
  Pthread
  Zlib
  Wide Vector Math
  NUMA
  SENDFILE
  Vector Shuffle
  Mixed Scheduler
  Function Call
  Hash
  System V Message Passing
  Fused Multiply-Add
  Glibc Qsort Data Sorting
  Poll
  Memory Copying
  Semaphores
  Glibc C String Functions
  Vector Floating Point
  Vector Math
  Crypto
  Floating Point
  Mutex
  Matrix Math
  CPU Stress
rav1e
Timed PHP Compilation
PyTorch
FLAC Audio Encoding
SVT-AV1
QuantLib
TensorFlow
Blender
Y-Cruncher
SVT-AV1
Y-Cruncher
SVT-AV1:
  Preset 12 - Bosphorus 4K
  Preset 13 - Bosphorus 4K
Geometric Mean Of All Test Results:
  Result Composite - System76 Thelio Kernels
  Wins - 98 Tests
  Losses - 98 Tests

v6.6.6 Stock

Processor: AMD Ryzen Threadripper 7980X 64-Cores @ 7.79GHz (64 Cores / 128 Threads), Motherboard: System76 Thelio Major (FA Z5 BIOS), Chipset: AMD Device 14a4, Memory: 4 x 32 GB DRAM-4800MT/s Micron MTC20F1045S1RC48BA2, Disk: 1000GB CT1000T700SSD5, Graphics: NAVI31 45GB (1760/1124MHz), Audio: AMD Device 14cc, Monitor: ASUS VP28U, Network: Aquantia Device 14c0 + Realtek RTL8125 2.5GbE + Intel Wi-Fi 6 AX210/AX211/AX411

OS: Pop 22.04, Kernel: 6.6.6-76060606-generic (x86_64), Desktop: GNOME Shell 42.5, Display Server: X Server 1.21.1.4, OpenGL: 4.6 Mesa 23.3.2-1pop0~1704238321~22.04~36f1d0e (LLVM 15.0.7 DRM 3.54), Vulkan: 1.3.267, Compiler: GCC 11.4.0, File-System: ext4, Screen Resolution: 3840x2160

Kernel Notes: Transparent Huge Pages: madvise
Compiler Notes: --build=x86_64-linux-gnu --disable-vtable-verify --disable-werror --enable-bootstrap --enable-cet --enable-checking=release --enable-clocale=gnu --enable-default-pie --enable-gnu-unique-object --enable-languages=c,ada,c++,go,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 Notes: Scaling Governor: amd-pstate-epp powersave (EPP: balance_performance) - CPU Microcode: 0xa108105
Python Notes: Python 3.10.12
Security Notes: gather_data_sampling: Not affected + itlb_multihit: Not affected + l1tf: Not affected + mds: Not affected + meltdown: Not affected + mmio_stale_data: Not affected + 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

Testing initiated at 18 January 2024 11:40 by user system76.

v6.7

Processor: AMD Ryzen Threadripper 7980X 64-Cores @ 7.79GHz (64 Cores / 128 Threads), Motherboard: System76 Thelio Major (FA Z5 BIOS), Chipset: AMD Device 14a4, Memory: 4 x 32 GB DRAM-4800MT/s Micron MTC20F1045S1RC48BA2, Disk: 1000GB CT1000T700SSD5, Graphics: NAVI31 45GB (1760/1124MHz), Audio: AMD Device 14cc, Monitor: ASUS VP28U, Network: Aquantia Device 14c0 + Realtek RTL8125 2.5GbE + Intel Wi-Fi 6 AX210/AX211/AX411

OS: Pop 22.04, Kernel: 6.7.0-060700-generic (x86_64), Desktop: GNOME Shell 42.5, Display Server: X Server 1.21.1.4, OpenGL: 4.6 Mesa 23.3.2-1pop0~1704238321~22.04~36f1d0e (LLVM 15.0.7 DRM 3.56), Vulkan: 1.3.267, Compiler: GCC 11.4.0, File-System: ext4, Screen Resolution: 3840x2160

Kernel Notes: Transparent Huge Pages: madvise
Compiler Notes: --build=x86_64-linux-gnu --disable-vtable-verify --disable-werror --enable-bootstrap --enable-cet --enable-checking=release --enable-clocale=gnu --enable-default-pie --enable-gnu-unique-object --enable-languages=c,ada,c++,go,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 Notes: Scaling Governor: amd-pstate-epp powersave (EPP: balance_performance) - CPU Microcode: 0xa108105
Python Notes: Python 3.10.12
Security Notes: gather_data_sampling: Not affected + itlb_multihit: Not affected + l1tf: Not affected + mds: Not affected + meltdown: Not affected + mmio_stale_data: Not affected + 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

Testing initiated at 19 January 2024 04:47 by user system76.