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.

HTML result view exported from: https://openbenchmarking.org/result/2401208-NE-SYSTEM76T58&sgm=1&swl=1&grt&sor.

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

System76 Thelio Kernelscompress-7zip: Compression Ratingcompress-7zip: Decompression Ratingblender: BMW27 - CPU-Onlyblender: Barbershop - CPU-Onlyencode-flac: WAV To FLAClczero: Eigenopenvino: Person Detection FP16 - CPUopenvino: Person Detection FP16 - CPUopenvino: Face Detection FP16-INT8 - CPUopenvino: Face Detection FP16-INT8 - CPUopenvino: Vehicle Detection FP16-INT8 - CPUopenvino: Vehicle Detection FP16-INT8 - CPUopenvino: Face Detection Retail FP16-INT8 - CPUopenvino: Face Detection Retail FP16-INT8 - CPUopenvino: Road Segmentation ADAS FP16-INT8 - CPUopenvino: Road Segmentation ADAS FP16-INT8 - CPUopenvino: Machine Translation EN To DE FP16 - CPUopenvino: Machine Translation EN To DE FP16 - CPUopenvino: Weld Porosity Detection FP16-INT8 - CPUopenvino: Weld Porosity Detection FP16-INT8 - CPUopenvino: Person Vehicle Bike Detection FP16 - CPUopenvino: Person Vehicle Bike Detection FP16 - CPUopenvino: Handwritten English Recognition FP16-INT8 - CPUopenvino: Handwritten English Recognition FP16-INT8 - CPUopenvino: Age Gender Recognition Retail 0013 FP16-INT8 - CPUopenvino: Age Gender Recognition Retail 0013 FP16-INT8 - CPUpgbench: 100 - 1000 - Read Onlypgbench: 100 - 1000 - Read Only - Average Latencypgbench: 100 - 1000 - Read Writepgbench: 100 - 1000 - Read Write - Average Latencypytorch: CPU - 1 - ResNet-50pytorch: CPU - 16 - ResNet-50pytorch: CPU - 512 - ResNet-50quantlib: Multi-Threadedquantlib: Single-Threadedquicksilver: CTS2quicksilver: CORAL2 P1quicksilver: CORAL2 P2rav1e: 1rav1e: 5rav1e: 6rav1e: 10speedb: Rand Readspeedb: Update Randspeedb: Read While Writingspeedb: Read Rand Write Randstress-ng: Hashstress-ng: MMAPstress-ng: NUMAstress-ng: Pipestress-ng: Pollstress-ng: Zlibstress-ng: Futexstress-ng: MEMFDstress-ng: Mutexstress-ng: Atomicstress-ng: Cryptostress-ng: Mallocstress-ng: Cloningstress-ng: Forkingstress-ng: Pthreadstress-ng: AVL Treestress-ng: IO_uringstress-ng: SENDFILEstress-ng: CPU Cachestress-ng: CPU Stressstress-ng: Semaphoresstress-ng: Matrix Mathstress-ng: Vector Mathstress-ng: AVX-512 VNNIstress-ng: Function Callstress-ng: x86_64 RdRandstress-ng: Floating Pointstress-ng: Matrix 3D Mathstress-ng: Memory Copyingstress-ng: Vector Shufflestress-ng: Mixed Schedulerstress-ng: Wide Vector Mathstress-ng: Context Switchingstress-ng: Fused Multiply-Addstress-ng: Vector Floating Pointstress-ng: Glibc C String Functionsstress-ng: Glibc Qsort Data Sortingstress-ng: System V Message Passingsvt-av1: Preset 4 - Bosphorus 4Ksvt-av1: Preset 8 - Bosphorus 4Ksvt-av1: Preset 12 - Bosphorus 4Ksvt-av1: Preset 13 - Bosphorus 4Ktensorflow: CPU - 1 - ResNet-50tensorflow: CPU - 512 - ResNet-50build-linux-kernel: defconfigbuild-linux-kernel: allmodconfigbuild-llvm: Ninjabuild-llvm: Unix Makefilesbuild-nodejs: Time To Compilebuild-php: Time To Compiley-cruncher: 1By-cruncher: 500Mv6.6.6 Stockv6.735639555676117.76163.3812.524365128.73249.9883.26383.154926.836.3713960.224.361271.0425.08206.02154.917959.977.693740.508.411728.8836.90113672.150.3938869750.2572935634.68957.3246.8646.38266288.44354.92332666727280000220700001.3695.6207.37017.60145305982244465013467254310107717033307.631037.831036.7727118341.217394187.647881.103008388.98730.6223109393.80319.94183183.99150760521.225992.4557664.20125130.59432.831486513.95816781.541268835.49185200.3893013794.86385258.18485001.348158371.9459193.7811327.0626744.362308.9824004.5355853.5453828.663230461.5020153249.5670244822.75228832.1373865789.561894.2826211336.699.08188.830183.372188.7167.1948.2723.905250.165162.961181.646121.21427.12111.0235.46336339757088317.38157.3712.369358188.83169.1585.22374.515045.516.2114310.254.251561.1720.42354.5490.028161.267.504254.677.361828.7734.87117409.530.3840047400.2503189931.96952.6943.2943.19269955.54410.42387666728040000220366671.3845.6727.39817.56346812362746291713040244334863217551780.141042.841068.0928997709.977499767.918041.123014245.49733.7024181954.44319.64188548.45154494959.666798.1074065.57125537.87635.152249186.661002168.851271089.94194017.28100143123.74396041.26499009.498282501.9261613.7611326.1227569.664379.7824695.6457494.6555946.693320137.0221313434.9072100478.14234027.6475382089.041953.7126702772.599.20890.360186.249192.3057.1290.5723.605213.968128.920180.187118.04826.69411.0565.480OpenBenchmarking.org

7-Zip Compression

Test: Compression Rating

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

7-Zip Compression

Test: Decompression Rating

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

Blender

Blend File: BMW27 - Compute: CPU-Only

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

Blender

Blend File: Barbershop - Compute: CPU-Only

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

FLAC Audio Encoding

WAV To FLAC

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

LeelaChessZero

Backend: Eigen

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

OpenVINO

Model: Person Detection FP16 - Device: CPU

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

OpenVINO

Model: Person Detection FP16 - Device: CPU

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

OpenVINO

Model: Face Detection FP16-INT8 - Device: CPU

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

OpenVINO

Model: Face Detection FP16-INT8 - Device: CPU

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

OpenVINO

Model: Vehicle Detection FP16-INT8 - Device: CPU

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

OpenVINO

Model: Vehicle Detection FP16-INT8 - Device: CPU

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

OpenVINO

Model: Face Detection Retail FP16-INT8 - Device: CPU

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

OpenVINO

Model: Face Detection Retail FP16-INT8 - Device: CPU

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

OpenVINO

Model: Road Segmentation ADAS FP16-INT8 - Device: CPU

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

OpenVINO

Model: Road Segmentation ADAS FP16-INT8 - Device: CPU

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

OpenVINO

Model: Machine Translation EN To DE FP16 - Device: CPU

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

OpenVINO

Model: Machine Translation EN To DE FP16 - Device: CPU

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

OpenVINO

Model: Weld Porosity Detection FP16-INT8 - Device: CPU

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

OpenVINO

Model: Weld Porosity Detection FP16-INT8 - Device: CPU

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

OpenVINO

Model: Person Vehicle Bike Detection FP16 - Device: CPU

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

OpenVINO

Model: Person Vehicle Bike Detection FP16 - Device: CPU

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

OpenVINO

Model: Handwritten English Recognition FP16-INT8 - Device: CPU

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

OpenVINO

Model: Handwritten English Recognition FP16-INT8 - Device: CPU

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

OpenVINO

Model: Age Gender Recognition Retail 0013 FP16-INT8 - Device: CPU

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

OpenVINO

Model: Age Gender Recognition Retail 0013 FP16-INT8 - Device: CPU

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

PostgreSQL

Scaling Factor: 100 - Clients: 1000 - Mode: Read Only

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

PostgreSQL

Scaling Factor: 100 - Clients: 1000 - Mode: Read Only - Average Latency

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

PostgreSQL

Scaling Factor: 100 - Clients: 1000 - Mode: Read Write

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

PostgreSQL

Scaling Factor: 100 - Clients: 1000 - Mode: Read Write - Average Latency

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

PyTorch

Device: CPU - Batch Size: 1 - Model: ResNet-50

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

PyTorch

Device: CPU - Batch Size: 16 - Model: ResNet-50

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

PyTorch

Device: CPU - Batch Size: 512 - Model: ResNet-50

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

QuantLib

Configuration: Multi-Threaded

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

QuantLib

Configuration: Single-Threaded

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

Quicksilver

Input: CTS2

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

Quicksilver

Input: CORAL2 P1

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

Quicksilver

Input: CORAL2 P2

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

rav1e

Speed: 1

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

rav1e

Speed: 5

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

rav1e

Speed: 6

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

rav1e

Speed: 10

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

Speedb

Test: Random Read

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

Speedb

Test: Update Random

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

Speedb

Test: Read While Writing

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

Speedb

Test: Read Random Write Random

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

Test: Hash

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

Stress-NG

Test: MMAP

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

Stress-NG

Test: NUMA

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

Stress-NG

Test: Pipe

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

Stress-NG

Test: Poll

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

Stress-NG

Test: Zlib

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

Stress-NG

Test: Futex

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

Stress-NG

Test: MEMFD

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

Stress-NG

Test: Mutex

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

Stress-NG

Test: Atomic

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

Stress-NG

Test: Crypto

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

Stress-NG

Test: Malloc

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

Stress-NG

Test: Cloning

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

Stress-NG

Test: Forking

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

Stress-NG

Test: Pthread

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

Stress-NG

Test: AVL Tree

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

Stress-NG

Test: IO_uring

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

Stress-NG

Test: SENDFILE

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

Stress-NG

Test: CPU Cache

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

Stress-NG

Test: CPU Stress

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

Stress-NG

Test: Semaphores

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

Stress-NG

Test: Matrix Math

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

Stress-NG

Test: Vector Math

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

Stress-NG

Test: AVX-512 VNNI

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

Stress-NG

Test: Function Call

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

Stress-NG

Test: x86_64 RdRand

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

Stress-NG

Test: Floating Point

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

Stress-NG

Test: Matrix 3D Math

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

Stress-NG

Test: Memory Copying

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

Stress-NG

Test: Vector Shuffle

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

Stress-NG

Test: Mixed Scheduler

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

Stress-NG

Test: Wide Vector Math

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

Stress-NG

Test: Context Switching

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

Stress-NG

Test: Fused Multiply-Add

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

Stress-NG

Test: Vector Floating Point

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

Stress-NG

Test: Glibc C String Functions

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

Stress-NG

Test: Glibc Qsort Data Sorting

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

Stress-NG

Test: System V Message Passing

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

Encoder Mode: Preset 4 - Input: Bosphorus 4K

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

SVT-AV1

Encoder Mode: Preset 8 - Input: Bosphorus 4K

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

SVT-AV1

Encoder Mode: Preset 12 - Input: Bosphorus 4K

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

SVT-AV1

Encoder Mode: Preset 13 - Input: Bosphorus 4K

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

TensorFlow

Device: CPU - Batch Size: 1 - Model: ResNet-50

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

TensorFlow

Device: CPU - Batch Size: 512 - Model: ResNet-50

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

Timed Linux Kernel Compilation

Build: defconfig

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

Timed Linux Kernel Compilation

Build: allmodconfig

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

Timed LLVM Compilation

Build System: Ninja

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

Timed LLVM Compilation

Build System: Unix Makefiles

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

Timed Node.js Compilation

Time To Compile

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

Timed PHP Compilation

Time To Compile

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

Y-Cruncher

Pi Digits To Calculate: 1B

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

Y-Cruncher

Pi Digits To Calculate: 500M

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

Geometric Mean Of All Test Results

Result Composite - System76 Thelio Kernels

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

Wins - 98 Tests

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

Number Of Last Place Finishes

Losses - 98 Tests

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

Phoronix Test Suite v10.8.5