dddxxx Tests for a future article. Intel Core i7-8565U testing with a Dell 0KTW76 (1.17.0 BIOS) and Intel UHD 620 WHL GT2 15GB on Ubuntu 22.04 via the Phoronix Test Suite.
HTML result view exported from: https://openbenchmarking.org/result/2308061-NE-DDDXXX46317&sro&grr .
dddxxx Processor Motherboard Chipset Memory Disk Graphics Audio Network OS Kernel Desktop Display Server OpenGL OpenCL Vulkan Compiler File-System Screen Resolution a b Intel Core i7-8565U @ 4.60GHz (4 Cores / 8 Threads) Dell 0KTW76 (1.17.0 BIOS) Intel Cannon Point-LP 16GB SK hynix PC401 NVMe 256GB Intel UHD 620 WHL GT2 15GB (1150MHz) Realtek ALC3271 Qualcomm Atheros QCA6174 802.11ac Ubuntu 22.04 5.19.0-rc6-phx-retbleed (x86_64) GNOME Shell 42.2 X Server + Wayland 4.6 Mesa 22.0.1 OpenCL 3.0 1.3.204 GCC 11.3.0 ext4 1920x1080 GCC 11.4.0 OpenBenchmarking.org Kernel Details - Transparent Huge Pages: madvise Compiler Details - a: --build=x86_64-linux-gnu --disable-vtable-verify --disable-werror --enable-bootstrap --enable-cet --enable-checking=release --enable-clocale=gnu --enable-default-pie --enable-gnu-unique-object --enable-languages=c,ada,c++,go,brig,d,fortran,objc,obj-c++,m2 --enable-libphobos-checking=release --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-link-serialization=2 --enable-multiarch --enable-multilib --enable-nls --enable-objc-gc=auto --enable-offload-targets=nvptx-none=/build/gcc-11-xKiWfi/gcc-11-11.3.0/debian/tmp-nvptx/usr,amdgcn-amdhsa=/build/gcc-11-xKiWfi/gcc-11-11.3.0/debian/tmp-gcn/usr --enable-plugin --enable-shared --enable-threads=posix --host=x86_64-linux-gnu --program-prefix=x86_64-linux-gnu- --target=x86_64-linux-gnu --with-abi=m64 --with-arch-32=i686 --with-build-config=bootstrap-lto-lean --with-default-libstdcxx-abi=new --with-gcc-major-version-only --with-multilib-list=m32,m64,mx32 --with-target-system-zlib=auto --with-tune=generic --without-cuda-driver -v - b: --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 Disk Details - NONE / errors=remount-ro,relatime,rw / Block Size: 4096 Processor Details - Scaling Governor: intel_pstate powersave (EPP: balance_performance) - CPU Microcode: 0xf0 - Thermald 2.4.9 Java Details - a: OpenJDK Runtime Environment (build 11.0.18+10-post-Ubuntu-0ubuntu122.04) - b: OpenJDK Runtime Environment (build 11.0.20+8-post-Ubuntu-1ubuntu122.04) Python Details - a: Python 3.10.6 - b: Python 3.10.12 Security Details - itlb_multihit: KVM: Mitigation of VMX disabled + l1tf: Not affected + mds: Mitigation of Clear buffers; SMT vulnerable + meltdown: Not affected + mmio_stale_data: Mitigation of Clear buffers; SMT vulnerable + retbleed: Mitigation of IBRS + spec_store_bypass: Mitigation of SSB disabled via prctl + spectre_v1: Mitigation of usercopy/swapgs barriers and __user pointer sanitization + spectre_v2: Mitigation of IBRS IBPB: conditional RSB filling + srbds: Mitigation of Microcode + tsx_async_abort: Not affected
dddxxx build-llvm: Unix Makefiles build-llvm: Ninja build-godot: Time To Compile apache-iotdb: 500 - 100 - 500 apache-iotdb: 500 - 100 - 500 xonotic: 1920 x 1080 - Ultimate build2: Time To Compile vvenc: Bosphorus 4K - Fast xonotic: 1920 x 1080 - Ultra xonotic: 1920 x 1080 - High oidn: RTLightmap.hdr.4096x4096 - CPU-Only libxsmm: 128 vvenc: Bosphorus 4K - Faster embree: Pathtracer - Crown embree: Pathtracer - Asian Dragon Obj apache-iotdb: 500 - 100 - 200 apache-iotdb: 500 - 100 - 200 embree: Pathtracer ISPC - Crown xonotic: 1920 x 1080 - Low apache-iotdb: 200 - 100 - 500 apache-iotdb: 200 - 100 - 500 ospray: particle_volume/pathtracer/real_time embree: Pathtracer ISPC - Asian Dragon Obj oidn: RT.hdr_alb_nrm.3840x2160 - CPU-Only oidn: RT.ldr_alb_nrm.3840x2160 - CPU-Only ncnn: Vulkan GPU - FastestDet ncnn: Vulkan GPU - vision_transformer ncnn: Vulkan GPU - regnety_400m ncnn: Vulkan GPU - squeezenet_ssd ncnn: Vulkan GPU - yolov4-tiny ncnn: Vulkan GPU - resnet50 ncnn: Vulkan GPU - alexnet ncnn: Vulkan GPU - resnet18 ncnn: Vulkan GPU - vgg16 ncnn: Vulkan GPU - googlenet ncnn: Vulkan GPU - blazeface ncnn: Vulkan GPU - efficientnet-b0 ncnn: Vulkan GPU - mnasnet ncnn: Vulkan GPU - shufflenet-v2 ncnn: Vulkan GPU-v3-v3 - mobilenet-v3 ncnn: Vulkan GPU-v2-v2 - mobilenet-v2 ncnn: Vulkan GPU - mobilenet ospray: particle_volume/scivis/real_time ncnn: CPU - FastestDet ncnn: CPU - vision_transformer ncnn: CPU - regnety_400m ncnn: CPU - squeezenet_ssd ncnn: CPU - yolov4-tiny ncnn: CPU - resnet50 ncnn: CPU - alexnet ncnn: CPU - resnet18 ncnn: CPU - vgg16 ncnn: CPU - googlenet ncnn: CPU - blazeface ncnn: CPU - efficientnet-b0 ncnn: CPU - mnasnet ncnn: CPU - shufflenet-v2 ncnn: CPU-v3-v3 - mobilenet-v3 ncnn: CPU-v2-v2 - mobilenet-v2 ncnn: CPU - mobilenet embree: Pathtracer - Asian Dragon svt-av1: Preset 4 - Bosphorus 4K vvenc: Bosphorus 1080p - Fast sqlite: 4 sqlite: 2 embree: Pathtracer ISPC - Asian Dragon deepsparse: BERT-Large, NLP Question Answering - Asynchronous Multi-Stream deepsparse: BERT-Large, NLP Question Answering - Asynchronous Multi-Stream libxsmm: 64 cassandra: Writes z3: 2.smt2 libxsmm: 32 ospray: particle_volume/ao/real_time deepsparse: BERT-Large, NLP Question Answering, Sparse INT8 - Asynchronous Multi-Stream deepsparse: BERT-Large, NLP Question Answering, Sparse INT8 - Asynchronous Multi-Stream apache-iotdb: 500 - 1 - 500 apache-iotdb: 500 - 1 - 500 ospray: gravity_spheres_volume/dim_512/scivis/real_time apache-iotdb: 100 - 100 - 500 apache-iotdb: 100 - 100 - 500 memtier-benchmark: Redis - 500 - 1:10 memtier-benchmark: Redis - 500 - 1:5 memcached: 1:5 memtier-benchmark: Redis - 50 - 1:10 memtier-benchmark: Redis - 100 - 1:10 memtier-benchmark: Redis - 100 - 1:5 memtier-benchmark: Redis - 50 - 1:5 memcached: 1:10 memcached: 1:100 ospray: gravity_spheres_volume/dim_512/ao/real_time svt-av1: Preset 8 - Bosphorus 4K deepsparse: NLP Text Classification, BERT base uncased SST2, Sparse INT8 - Asynchronous Multi-Stream deepsparse: NLP Text Classification, BERT base uncased SST2, Sparse INT8 - Asynchronous Multi-Stream vvenc: Bosphorus 1080p - Faster deepsparse: NLP Text Classification, BERT base uncased SST2 - Asynchronous Multi-Stream deepsparse: NLP Text Classification, BERT base uncased SST2 - Asynchronous Multi-Stream ospray: gravity_spheres_volume/dim_512/pathtracer/real_time sqlite: 1 apache-iotdb: 200 - 100 - 200 apache-iotdb: 200 - 100 - 200 deepsparse: CV Segmentation, 90% Pruned YOLACT Pruned - Asynchronous Multi-Stream deepsparse: CV Segmentation, 90% Pruned YOLACT Pruned - Asynchronous Multi-Stream deepsparse: NLP Token Classification, BERT base uncased conll2003 - Asynchronous Multi-Stream deepsparse: NLP Token Classification, BERT base uncased conll2003 - Asynchronous Multi-Stream deepsparse: NLP Question Answering, BERT base uncased SQuaD 12layer Pruned90 - Asynchronous Multi-Stream deepsparse: NLP Question Answering, BERT base uncased SQuaD 12layer Pruned90 - Asynchronous Multi-Stream deepsparse: NLP Sentiment Analysis, 80% Pruned Quantized BERT Base Uncased - Asynchronous Multi-Stream deepsparse: NLP Sentiment Analysis, 80% Pruned Quantized BERT Base Uncased - Asynchronous Multi-Stream dav1d: Summer Nature 4K deepsparse: NLP Document Classification, oBERT base uncased on IMDB - Asynchronous Multi-Stream deepsparse: NLP Document Classification, oBERT base uncased on IMDB - Asynchronous Multi-Stream dav1d: Chimera 1080p 10-bit z3: 1.smt2 deepsparse: NLP Text Classification, DistilBERT mnli - Asynchronous Multi-Stream deepsparse: NLP Text Classification, DistilBERT mnli - Asynchronous Multi-Stream deepsparse: CV Detection, YOLOv5s COCO, Sparse INT8 - Asynchronous Multi-Stream deepsparse: CV Detection, YOLOv5s COCO, Sparse INT8 - Asynchronous Multi-Stream deepsparse: CV Detection, YOLOv5s COCO - Asynchronous Multi-Stream deepsparse: CV Detection, YOLOv5s COCO - Asynchronous Multi-Stream deepsparse: ResNet-50, Baseline - Asynchronous Multi-Stream deepsparse: ResNet-50, Baseline - Asynchronous Multi-Stream deepsparse: CV Classification, ResNet-50 ImageNet - Asynchronous Multi-Stream deepsparse: CV Classification, ResNet-50 ImageNet - Asynchronous Multi-Stream deepsparse: ResNet-50, Sparse INT8 - Asynchronous Multi-Stream deepsparse: ResNet-50, Sparse INT8 - Asynchronous Multi-Stream svt-av1: Preset 4 - Bosphorus 1080p dav1d: Chimera 1080p encode-opus: WAV To Opus Encode apache-iotdb: 100 - 100 - 200 apache-iotdb: 100 - 100 - 200 quantlib: stress-ng: IO_uring apache-iotdb: 500 - 1 - 200 apache-iotdb: 500 - 1 - 200 stress-ng: Malloc stress-ng: Cloning stress-ng: MMAP stress-ng: MEMFD stress-ng: Zlib stress-ng: Pipe stress-ng: Atomic stress-ng: NUMA stress-ng: Pthread stress-ng: x86_64 RdRand stress-ng: Function Call stress-ng: System V Message Passing stress-ng: Socket Activity stress-ng: Matrix 3D Math liquid-dsp: 8 - 256 - 512 stress-ng: Vector Floating Point liquid-dsp: 4 - 256 - 512 liquid-dsp: 2 - 256 - 512 liquid-dsp: 1 - 256 - 32 stress-ng: AVL Tree stress-ng: Floating Point stress-ng: Hash liquid-dsp: 1 - 256 - 512 liquid-dsp: 2 - 256 - 57 liquid-dsp: 2 - 256 - 32 liquid-dsp: 1 - 256 - 57 stress-ng: Memory Copying liquid-dsp: 8 - 256 - 32 stress-ng: Vector Shuffle stress-ng: CPU Cache liquid-dsp: 8 - 256 - 57 liquid-dsp: 4 - 256 - 57 liquid-dsp: 4 - 256 - 32 stress-ng: Forking stress-ng: Mutex stress-ng: Glibc Qsort Data Sorting stress-ng: Matrix Math stress-ng: CPU Stress stress-ng: SENDFILE stress-ng: Crypto stress-ng: Wide Vector Math stress-ng: Poll stress-ng: Glibc C String Functions stress-ng: Fused Multiply-Add stress-ng: Context Switching stress-ng: Vector Math stress-ng: Semaphores stress-ng: Futex apache-iotdb: 200 - 1 - 500 apache-iotdb: 200 - 1 - 500 apache-iotdb: 200 - 1 - 200 apache-iotdb: 200 - 1 - 200 apache-iotdb: 100 - 1 - 500 apache-iotdb: 100 - 1 - 500 svt-av1: Preset 12 - Bosphorus 4K svt-av1: Preset 13 - Bosphorus 4K svt-av1: Preset 8 - Bosphorus 1080p apache-iotdb: 100 - 1 - 200 apache-iotdb: 100 - 1 - 200 dav1d: Summer Nature 1080p vkpeak: fp32-scalar svt-av1: Preset 12 - Bosphorus 1080p svt-av1: Preset 13 - Bosphorus 1080p a b 2967.528 2892.088 1372.604 984.7 4948660.19 59.1708882 555.936 1.180 77.9338736 91.1145989 0.06 79.9 2.693 3.5218 3.8229 212.43 8900311.03 3.7369 205.6062326 550.47 8609112.97 52.5904 4.1670 0.12 0.12 5.66 240.03 9.82 15.97 39.39 33.18 11.67 12.73 97.70 16.29 0.94 9.22 5.23 3.66 5.11 6.67 28.15 1.37399 5.39 233.96 10.03 16.55 38.37 36.02 11.68 12.61 97.42 16.23 0.91 9.78 6.04 4.29 5.14 6.69 25.93 4.2183 1.092 3.905 125.830 123.465 4.7883 764.2676 2.6677 90.9 26422 130.941 47.7 1.49334 93.8482 21.2985 75.4 611157.73 0.622182 342.21 13467917.31 914462.02 890374.23 525368.39 1109812.44 1028641.19 1016703.27 1039311.12 502050.43 496309.76 0.745146 9.490 30.5398 65.4250 9.882 211.9830 9.4553 1.06164 30.327 144.53 12613348.93 669.1809 2.9815 979.1797 2.0309 244.5617 8.3009 69.5593 28.9185 67.01 855.6769 2.3527 191.30 43.973 116.2683 17.5124 162.1647 12.5441 137.9489 14.6720 65.9517 30.5673 68.0491 29.6585 10.2465 196.7843 4.260 244.12 35.396 107.84 15017343.49 2379.8 170492.16 15.75 1036429.93 375933.99 669.41 20.86 56.59 273.05 1422109.84 224.51 53.95 34974.26 3267.31 2058.70 2652462.62 2495.57 383.49 35719000 7289.32 25830500 15179500 46516500 16.41 743.83 523699.70 7721800 73795500 85550500 43429000 1078.73 177945000 2431.22 929178.43 140345000 119590000 140280000 9551.79 604156.72 69.13 17318.7 7310.05 36779.86 4590.53 147314.85 284300.80 2485856.07 2978232.73 705297.96 12666.19 3218725.51 486078.68 29.65 1333775.59 17.34 816344.2 34.81 996242.81 35.497 34.049 35.739 22.62 529599 273.35 268.33 154.597 202.852 2929.911 2908.878 1384.766 1026.93 4629287.79 58.9499391 569.609 1.170 77.5195887 90.9080095 0.06 83.7 2.672 3.4542 3.8503 198.41 9246224.42 3.6962 205.4486260 485.93 9394851.37 50.0829 3.9923 0.12 0.12 5.47 235.51 10.41 15.48 39.17 33.60 11.69 12.56 96.26 16.19 0.96 9.34 5.26 3.67 5.11 6.67 27.38 1.34467 5.55 232.17 10.12 15.80 39.31 34.33 11.64 12.62 98.75 16.19 0.93 9.43 4.49 3.02 4.31 6.15 27.68 4.1998 0.948 3.790 173.045 170.014 4.7636 614.6793 3.2461 90.8 26438 131.405 48.0 1.3692 58.2368 34.3231 70.46 637041.62 0.709986 387.15 12006039.14 1253523.69 1248610.70 518308.20 1455171.86 1377833.48 1372033.18 1398883.01 486807.49 485922.63 0.734783 9.436 30.5664 65.3564 9.868 179.0772 11.1719 1.012953 88.585 143.24 12464073 628.3639 3.2320 835.8517 2.3883 245.6430 8.2832 70.8213 28.4640 66.38 864.9932 2.3352 190.87 43.419 98.7143 20.7264 154.2586 12.9502 139.0475 14.6069 68.0003 29.7603 69.6181 28.9622 10.336 195.4858 4.773 249.62 35.426 104.43 15526243.84 2404.8 182936.68 15.11 1040683.13 434156.10 715.58 28.46 43.09 335.91 1533355.11 249.99 60.49 42229.61 3134.04 2164.20 2519916.10 2508.63 396.03 36523000 7877.70 25812500 15023500 46825000 19.3 762.86 638650.51 7710850 73620500 85664000 43427500 1088.75 185540000 2431.01 1153192.75 132830000 112205000 139950000 12140.60 694562.47 74.13 17116.79 7866.4 43752.37 5684.53 148388.79 318466.50 2360589.10 2737483.30 733269.79 12444.33 3241408.21 624014.17 29.75 1298988.31 16.68 812170.86 34.48 1009840.28 28.978 30.975 31.014 22.93 524660.18 310.94 268.33 157.692 206.769 OpenBenchmarking.org
Timed LLVM Compilation Build System: Unix Makefiles OpenBenchmarking.org Seconds, Fewer Is Better Timed LLVM Compilation 16.0 Build System: Unix Makefiles a b 600 1200 1800 2400 3000 SE +/- 45.61, N = 2 SE +/- 7.61, N = 2 2967.53 2929.91
Timed LLVM Compilation Build System: Ninja OpenBenchmarking.org Seconds, Fewer Is Better Timed LLVM Compilation 16.0 Build System: Ninja a b 600 1200 1800 2400 3000 SE +/- 4.75, N = 2 SE +/- 4.95, N = 2 2892.09 2908.88
Timed Godot Game Engine Compilation Time To Compile OpenBenchmarking.org Seconds, Fewer Is Better Timed Godot Game Engine Compilation 4.0 Time To Compile a b 300 600 900 1200 1500 SE +/- 0.29, N = 2 SE +/- 12.96, N = 2 1372.60 1384.77
Apache IoTDB Device Count: 500 - Batch Size Per Write: 100 - Sensor Count: 500 OpenBenchmarking.org Average Latency, More Is Better Apache IoTDB 1.1.2 Device Count: 500 - Batch Size Per Write: 100 - Sensor Count: 500 a b 200 400 600 800 1000 984.70 1026.93 MAX: 4944.15 MAX: 6211.26
Apache IoTDB Device Count: 500 - Batch Size Per Write: 100 - Sensor Count: 500 OpenBenchmarking.org point/sec, More Is Better Apache IoTDB 1.1.2 Device Count: 500 - Batch Size Per Write: 100 - Sensor Count: 500 a b 1.1M 2.2M 3.3M 4.4M 5.5M 4948660.19 4629287.79
Xonotic Resolution: 1920 x 1080 - Effects Quality: Ultimate OpenBenchmarking.org Frames Per Second, More Is Better Xonotic 0.8.6 Resolution: 1920 x 1080 - Effects Quality: Ultimate a b 13 26 39 52 65 SE +/- 0.07, N = 2 SE +/- 0.06, N = 2 59.17 58.95 MIN: 24 / MAX: 94 MIN: 24 / MAX: 94
Build2 Time To Compile OpenBenchmarking.org Seconds, Fewer Is Better Build2 0.15 Time To Compile a b 120 240 360 480 600 SE +/- 1.14, N = 2 SE +/- 4.22, N = 2 555.94 569.61
VVenC Video Input: Bosphorus 4K - Video Preset: Fast OpenBenchmarking.org Frames Per Second, More Is Better VVenC 1.9 Video Input: Bosphorus 4K - Video Preset: Fast a b 0.2655 0.531 0.7965 1.062 1.3275 SE +/- 0.013, N = 2 SE +/- 0.013, N = 2 1.180 1.170 1. (CXX) g++ options: -O3 -flto -fno-fat-lto-objects -flto=auto
Xonotic Resolution: 1920 x 1080 - Effects Quality: Ultra OpenBenchmarking.org Frames Per Second, More Is Better Xonotic 0.8.6 Resolution: 1920 x 1080 - Effects Quality: Ultra a b 20 40 60 80 100 SE +/- 0.16, N = 2 SE +/- 0.41, N = 2 77.93 77.52 MIN: 34 / MAX: 120 MIN: 32 / MAX: 120
Xonotic Resolution: 1920 x 1080 - Effects Quality: High OpenBenchmarking.org Frames Per Second, More Is Better Xonotic 0.8.6 Resolution: 1920 x 1080 - Effects Quality: High a b 20 40 60 80 100 SE +/- 0.04, N = 2 SE +/- 0.32, N = 2 91.11 90.91 MIN: 39 / MAX: 130 MIN: 38 / MAX: 130
Intel Open Image Denoise Run: RTLightmap.hdr.4096x4096 - Device: CPU-Only OpenBenchmarking.org Images / Sec, More Is Better Intel Open Image Denoise 2.0 Run: RTLightmap.hdr.4096x4096 - Device: CPU-Only a b 0.0135 0.027 0.0405 0.054 0.0675 SE +/- 0.00, N = 2 SE +/- 0.00, N = 2 0.06 0.06
libxsmm M N K: 128 OpenBenchmarking.org GFLOPS/s, More Is Better libxsmm 2-1.17-3645 M N K: 128 a b 20 40 60 80 100 SE +/- 4.60, N = 2 SE +/- 4.10, N = 2 79.9 83.7 1. (CXX) g++ options: -dynamic -Bstatic -static-libgcc -lgomp -lm -lrt -ldl -lquadmath -lstdc++ -pthread -fPIC -std=c++14 -O2 -fopenmp-simd -funroll-loops -ftree-vectorize -fdata-sections -ffunction-sections -fvisibility=hidden -march=core-avx2
VVenC Video Input: Bosphorus 4K - Video Preset: Faster OpenBenchmarking.org Frames Per Second, More Is Better VVenC 1.9 Video Input: Bosphorus 4K - Video Preset: Faster a b 0.6059 1.2118 1.8177 2.4236 3.0295 SE +/- 0.052, N = 2 SE +/- 0.045, N = 2 2.693 2.672 1. (CXX) g++ options: -O3 -flto -fno-fat-lto-objects -flto=auto
Embree Binary: Pathtracer - Model: Crown OpenBenchmarking.org Frames Per Second, More Is Better Embree 4.1 Binary: Pathtracer - Model: Crown a b 0.7924 1.5848 2.3772 3.1696 3.962 SE +/- 0.0068, N = 2 SE +/- 0.0668, N = 2 3.5218 3.4542 MIN: 2.81 / MAX: 4.3 MIN: 2.82 / MAX: 4.4
Embree Binary: Pathtracer - Model: Asian Dragon Obj OpenBenchmarking.org Frames Per Second, More Is Better Embree 4.1 Binary: Pathtracer - Model: Asian Dragon Obj a b 0.8663 1.7326 2.5989 3.4652 4.3315 SE +/- 0.0521, N = 2 SE +/- 0.0122, N = 2 3.8229 3.8503 MIN: 3.19 / MAX: 4.76 MIN: 3.22 / MAX: 4.83
Apache IoTDB Device Count: 500 - Batch Size Per Write: 100 - Sensor Count: 200 OpenBenchmarking.org Average Latency, More Is Better Apache IoTDB 1.1.2 Device Count: 500 - Batch Size Per Write: 100 - Sensor Count: 200 a b 50 100 150 200 250 212.43 198.41 MAX: 2080.14 MAX: 2427.81
Apache IoTDB Device Count: 500 - Batch Size Per Write: 100 - Sensor Count: 200 OpenBenchmarking.org point/sec, More Is Better Apache IoTDB 1.1.2 Device Count: 500 - Batch Size Per Write: 100 - Sensor Count: 200 a b 2M 4M 6M 8M 10M 8900311.03 9246224.42
Embree Binary: Pathtracer ISPC - Model: Crown OpenBenchmarking.org Frames Per Second, More Is Better Embree 4.1 Binary: Pathtracer ISPC - Model: Crown a b 0.8408 1.6816 2.5224 3.3632 4.204 SE +/- 0.0660, N = 2 SE +/- 0.1040, N = 2 3.7369 3.6962 MIN: 3.08 / MAX: 4.7 MIN: 3.06 / MAX: 4.78
Xonotic Resolution: 1920 x 1080 - Effects Quality: Low OpenBenchmarking.org Frames Per Second, More Is Better Xonotic 0.8.6 Resolution: 1920 x 1080 - Effects Quality: Low a b 50 100 150 200 250 SE +/- 0.72, N = 2 SE +/- 0.60, N = 2 205.61 205.45 MIN: 99 / MAX: 336 MIN: 95 / MAX: 334
Apache IoTDB Device Count: 200 - Batch Size Per Write: 100 - Sensor Count: 500 OpenBenchmarking.org Average Latency, More Is Better Apache IoTDB 1.1.2 Device Count: 200 - Batch Size Per Write: 100 - Sensor Count: 500 a b 120 240 360 480 600 550.47 485.93 MAX: 3020.53 MAX: 2859.52
Apache IoTDB Device Count: 200 - Batch Size Per Write: 100 - Sensor Count: 500 OpenBenchmarking.org point/sec, More Is Better Apache IoTDB 1.1.2 Device Count: 200 - Batch Size Per Write: 100 - Sensor Count: 500 a b 2M 4M 6M 8M 10M 8609112.97 9394851.37
OSPRay Benchmark: particle_volume/pathtracer/real_time OpenBenchmarking.org Items Per Second, More Is Better OSPRay 2.12 Benchmark: particle_volume/pathtracer/real_time a b 12 24 36 48 60 SE +/- 0.59, N = 2 SE +/- 0.02, N = 2 52.59 50.08
Embree Binary: Pathtracer ISPC - Model: Asian Dragon Obj OpenBenchmarking.org Frames Per Second, More Is Better Embree 4.1 Binary: Pathtracer ISPC - Model: Asian Dragon Obj a b 0.9376 1.8752 2.8128 3.7504 4.688 SE +/- 0.0272, N = 2 SE +/- 0.1882, N = 2 4.1670 3.9923 MIN: 3.5 / MAX: 5.07 MIN: 3.51 / MAX: 5.03
Intel Open Image Denoise Run: RT.hdr_alb_nrm.3840x2160 - Device: CPU-Only OpenBenchmarking.org Images / Sec, More Is Better Intel Open Image Denoise 2.0 Run: RT.hdr_alb_nrm.3840x2160 - Device: CPU-Only a b 0.027 0.054 0.081 0.108 0.135 SE +/- 0.00, N = 2 SE +/- 0.00, N = 2 0.12 0.12
Intel Open Image Denoise Run: RT.ldr_alb_nrm.3840x2160 - Device: CPU-Only OpenBenchmarking.org Images / Sec, More Is Better Intel Open Image Denoise 2.0 Run: RT.ldr_alb_nrm.3840x2160 - Device: CPU-Only a b 0.027 0.054 0.081 0.108 0.135 SE +/- 0.00, N = 2 SE +/- 0.00, N = 2 0.12 0.12
NCNN Target: Vulkan GPU - Model: FastestDet OpenBenchmarking.org ms, Fewer Is Better NCNN 20230517 Target: Vulkan GPU - Model: FastestDet a b 1.2735 2.547 3.8205 5.094 6.3675 SE +/- 0.20, N = 2 SE +/- 0.04, N = 2 5.66 5.47 MIN: 5.23 / MAX: 24.86 MIN: 5.21 / MAX: 24.93 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
NCNN Target: Vulkan GPU - Model: vision_transformer OpenBenchmarking.org ms, Fewer Is Better NCNN 20230517 Target: Vulkan GPU - Model: vision_transformer a b 50 100 150 200 250 SE +/- 3.20, N = 2 SE +/- 3.18, N = 2 240.03 235.51 MIN: 196.33 / MAX: 300.62 MIN: 187.15 / MAX: 291.28 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
NCNN Target: Vulkan GPU - Model: regnety_400m OpenBenchmarking.org ms, Fewer Is Better NCNN 20230517 Target: Vulkan GPU - Model: regnety_400m a b 3 6 9 12 15 SE +/- 0.01, N = 2 SE +/- 0.07, N = 2 9.82 10.41 MIN: 9.26 / MAX: 25.33 MIN: 9.74 / MAX: 26.42 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
NCNN Target: Vulkan GPU - Model: squeezenet_ssd OpenBenchmarking.org ms, Fewer Is Better NCNN 20230517 Target: Vulkan GPU - Model: squeezenet_ssd a b 4 8 12 16 20 SE +/- 0.47, N = 2 SE +/- 0.84, N = 2 15.97 15.48 MIN: 13.93 / MAX: 35.68 MIN: 13.66 / MAX: 36.39 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
NCNN Target: Vulkan GPU - Model: yolov4-tiny OpenBenchmarking.org ms, Fewer Is Better NCNN 20230517 Target: Vulkan GPU - Model: yolov4-tiny a b 9 18 27 36 45 SE +/- 1.02, N = 2 SE +/- 1.11, N = 2 39.39 39.17 MIN: 36.4 / MAX: 60.27 MIN: 36.39 / MAX: 59.83 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
NCNN Target: Vulkan GPU - Model: resnet50 OpenBenchmarking.org ms, Fewer Is Better NCNN 20230517 Target: Vulkan GPU - Model: resnet50 a b 8 16 24 32 40 SE +/- 0.55, N = 2 SE +/- 1.36, N = 2 33.18 33.60 MIN: 31.12 / MAX: 58.5 MIN: 30.7 / MAX: 59.9 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
NCNN Target: Vulkan GPU - Model: alexnet OpenBenchmarking.org ms, Fewer Is Better NCNN 20230517 Target: Vulkan GPU - Model: alexnet a b 3 6 9 12 15 SE +/- 0.03, N = 2 SE +/- 0.04, N = 2 11.67 11.69 MIN: 11.06 / MAX: 27.75 MIN: 10.95 / MAX: 28.31 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
NCNN Target: Vulkan GPU - Model: resnet18 OpenBenchmarking.org ms, Fewer Is Better NCNN 20230517 Target: Vulkan GPU - Model: resnet18 a b 3 6 9 12 15 SE +/- 0.04, N = 2 SE +/- 0.04, N = 2 12.73 12.56 MIN: 11.94 / MAX: 28.78 MIN: 11.83 / MAX: 29.03 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
NCNN Target: Vulkan GPU - Model: vgg16 OpenBenchmarking.org ms, Fewer Is Better NCNN 20230517 Target: Vulkan GPU - Model: vgg16 a b 20 40 60 80 100 SE +/- 0.23, N = 2 SE +/- 0.11, N = 2 97.70 96.26 MIN: 94.39 / MAX: 117.31 MIN: 93.43 / MAX: 114.68 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
NCNN Target: Vulkan GPU - Model: googlenet OpenBenchmarking.org ms, Fewer Is Better NCNN 20230517 Target: Vulkan GPU - Model: googlenet a b 4 8 12 16 20 SE +/- 0.00, N = 2 SE +/- 0.01, N = 2 16.29 16.19 MIN: 14.94 / MAX: 33.61 MIN: 14.91 / MAX: 32.9 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
NCNN Target: Vulkan GPU - Model: blazeface OpenBenchmarking.org ms, Fewer Is Better NCNN 20230517 Target: Vulkan GPU - Model: blazeface a b 0.216 0.432 0.648 0.864 1.08 SE +/- 0.00, N = 2 SE +/- 0.01, N = 2 0.94 0.96 MIN: 0.86 / MAX: 3.07 MIN: 0.8 / MAX: 3.11 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
NCNN Target: Vulkan GPU - Model: efficientnet-b0 OpenBenchmarking.org ms, Fewer Is Better NCNN 20230517 Target: Vulkan GPU - Model: efficientnet-b0 a b 3 6 9 12 15 SE +/- 0.07, N = 2 SE +/- 0.02, N = 2 9.22 9.34 MIN: 8.52 / MAX: 24.96 MIN: 8.61 / MAX: 25.62 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
NCNN Target: Vulkan GPU - Model: mnasnet OpenBenchmarking.org ms, Fewer Is Better NCNN 20230517 Target: Vulkan GPU - Model: mnasnet a b 1.1835 2.367 3.5505 4.734 5.9175 SE +/- 0.81, N = 2 SE +/- 0.78, N = 2 5.23 5.26 MIN: 4.05 / MAX: 26.68 MIN: 4.06 / MAX: 22.06 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
NCNN Target: Vulkan GPU - Model: shufflenet-v2 OpenBenchmarking.org ms, Fewer Is Better NCNN 20230517 Target: Vulkan GPU - Model: shufflenet-v2 a b 0.8258 1.6516 2.4774 3.3032 4.129 SE +/- 0.63, N = 2 SE +/- 0.62, N = 2 3.66 3.67 MIN: 2.74 / MAX: 16.28 MIN: 2.75 / MAX: 19.08 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
NCNN Target: Vulkan GPU-v3-v3 - Model: mobilenet-v3 OpenBenchmarking.org ms, Fewer Is Better NCNN 20230517 Target: Vulkan GPU-v3-v3 - Model: mobilenet-v3 a b 1.1498 2.2996 3.4494 4.5992 5.749 SE +/- 0.77, N = 2 SE +/- 0.80, N = 2 5.11 5.11 MIN: 4.07 / MAX: 20.14 MIN: 4.05 / MAX: 26.7 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
NCNN Target: Vulkan GPU-v2-v2 - Model: mobilenet-v2 OpenBenchmarking.org ms, Fewer Is Better NCNN 20230517 Target: Vulkan GPU-v2-v2 - Model: mobilenet-v2 a b 2 4 6 8 10 SE +/- 0.67, N = 2 SE +/- 0.65, N = 2 6.67 6.67 MIN: 5.54 / MAX: 27.83 MIN: 5.58 / MAX: 27.94 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
NCNN Target: Vulkan GPU - Model: mobilenet OpenBenchmarking.org ms, Fewer Is Better NCNN 20230517 Target: Vulkan GPU - Model: mobilenet a b 7 14 21 28 35 SE +/- 0.19, N = 2 SE +/- 0.57, N = 2 28.15 27.38 MIN: 26.87 / MAX: 48.42 MIN: 24.23 / MAX: 47.57 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OSPRay Benchmark: particle_volume/scivis/real_time OpenBenchmarking.org Items Per Second, More Is Better OSPRay 2.12 Benchmark: particle_volume/scivis/real_time a b 0.3091 0.6182 0.9273 1.2364 1.5455 SE +/- 0.00084, N = 2 SE +/- 0.00287, N = 2 1.37399 1.34467
NCNN Target: CPU - Model: FastestDet OpenBenchmarking.org ms, Fewer Is Better NCNN 20230517 Target: CPU - Model: FastestDet a b 1.2488 2.4976 3.7464 4.9952 6.244 SE +/- 0.04, N = 2 SE +/- 0.16, N = 2 5.39 5.55 MIN: 5.09 / MAX: 24.31 MIN: 5.23 / MAX: 25.23 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
NCNN Target: CPU - Model: vision_transformer OpenBenchmarking.org ms, Fewer Is Better NCNN 20230517 Target: CPU - Model: vision_transformer a b 50 100 150 200 250 SE +/- 0.17, N = 2 SE +/- 5.04, N = 2 233.96 232.17 MIN: 196.52 / MAX: 292.9 MIN: 187.55 / MAX: 291.61 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
NCNN Target: CPU - Model: regnety_400m OpenBenchmarking.org ms, Fewer Is Better NCNN 20230517 Target: CPU - Model: regnety_400m a b 3 6 9 12 15 SE +/- 0.14, N = 2 SE +/- 0.04, N = 2 10.03 10.12 MIN: 8.93 / MAX: 25.51 MIN: 9.48 / MAX: 25.78 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
NCNN Target: CPU - Model: squeezenet_ssd OpenBenchmarking.org ms, Fewer Is Better NCNN 20230517 Target: CPU - Model: squeezenet_ssd a b 4 8 12 16 20 SE +/- 0.30, N = 2 SE +/- 0.37, N = 2 16.55 15.80 MIN: 15.48 / MAX: 37.44 MIN: 13.81 / MAX: 36.58 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
NCNN Target: CPU - Model: yolov4-tiny OpenBenchmarking.org ms, Fewer Is Better NCNN 20230517 Target: CPU - Model: yolov4-tiny a b 9 18 27 36 45 SE +/- 0.08, N = 2 SE +/- 0.83, N = 2 38.37 39.31 MIN: 36.54 / MAX: 54.65 MIN: 36.44 / MAX: 59.39 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
NCNN Target: CPU - Model: resnet50 OpenBenchmarking.org ms, Fewer Is Better NCNN 20230517 Target: CPU - Model: resnet50 a b 8 16 24 32 40 SE +/- 0.05, N = 2 SE +/- 1.96, N = 2 36.02 34.33 MIN: 31.18 / MAX: 61.6 MIN: 30.77 / MAX: 59.68 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
NCNN Target: CPU - Model: alexnet OpenBenchmarking.org ms, Fewer Is Better NCNN 20230517 Target: CPU - Model: alexnet a b 3 6 9 12 15 SE +/- 0.06, N = 2 SE +/- 0.07, N = 2 11.68 11.64 MIN: 10.92 / MAX: 27.91 MIN: 10.99 / MAX: 27.75 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
NCNN Target: CPU - Model: resnet18 OpenBenchmarking.org ms, Fewer Is Better NCNN 20230517 Target: CPU - Model: resnet18 a b 3 6 9 12 15 SE +/- 0.04, N = 2 SE +/- 0.11, N = 2 12.61 12.62 MIN: 11.89 / MAX: 29.06 MIN: 11.83 / MAX: 28.8 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
NCNN Target: CPU - Model: vgg16 OpenBenchmarking.org ms, Fewer Is Better NCNN 20230517 Target: CPU - Model: vgg16 a b 20 40 60 80 100 SE +/- 0.26, N = 2 SE +/- 2.34, N = 2 97.42 98.75 MIN: 94.57 / MAX: 115.91 MIN: 90.66 / MAX: 1242.52 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
NCNN Target: CPU - Model: googlenet OpenBenchmarking.org ms, Fewer Is Better NCNN 20230517 Target: CPU - Model: googlenet a b 4 8 12 16 20 SE +/- 0.08, N = 2 SE +/- 0.10, N = 2 16.23 16.19 MIN: 15.01 / MAX: 32.85 MIN: 14.97 / MAX: 32.25 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
NCNN Target: CPU - Model: blazeface OpenBenchmarking.org ms, Fewer Is Better NCNN 20230517 Target: CPU - Model: blazeface a b 0.2093 0.4186 0.6279 0.8372 1.0465 SE +/- 0.01, N = 2 SE +/- 0.00, N = 2 0.91 0.93 MIN: 0.78 / MAX: 3.03 MIN: 0.8 / MAX: 3.09 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
NCNN Target: CPU - Model: efficientnet-b0 OpenBenchmarking.org ms, Fewer Is Better NCNN 20230517 Target: CPU - Model: efficientnet-b0 a b 3 6 9 12 15 SE +/- 0.65, N = 2 SE +/- 0.02, N = 2 9.78 9.43 MIN: 8.38 / MAX: 32.56 MIN: 8.62 / MAX: 26.5 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
NCNN Target: CPU - Model: mnasnet OpenBenchmarking.org ms, Fewer Is Better NCNN 20230517 Target: CPU - Model: mnasnet a b 2 4 6 8 10 SE +/- 0.02, N = 2 SE +/- 0.02, N = 2 6.04 4.49 MIN: 5.41 / MAX: 26.6 MIN: 4.03 / MAX: 20.38 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
NCNN Target: CPU - Model: shufflenet-v2 OpenBenchmarking.org ms, Fewer Is Better NCNN 20230517 Target: CPU - Model: shufflenet-v2 a b 0.9653 1.9306 2.8959 3.8612 4.8265 SE +/- 0.02, N = 2 SE +/- 0.01, N = 2 4.29 3.02 MIN: 3.99 / MAX: 24.93 MIN: 2.73 / MAX: 18.89 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
NCNN Target: CPU-v3-v3 - Model: mobilenet-v3 OpenBenchmarking.org ms, Fewer Is Better NCNN 20230517 Target: CPU-v3-v3 - Model: mobilenet-v3 a b 1.1565 2.313 3.4695 4.626 5.7825 SE +/- 0.80, N = 2 SE +/- 0.04, N = 2 5.14 4.31 MIN: 4.05 / MAX: 26.81 MIN: 4.05 / MAX: 20.17 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
NCNN Target: CPU-v2-v2 - Model: mobilenet-v2 OpenBenchmarking.org ms, Fewer Is Better NCNN 20230517 Target: CPU-v2-v2 - Model: mobilenet-v2 a b 2 4 6 8 10 SE +/- 0.70, N = 2 SE +/- 0.07, N = 2 6.69 6.15 MIN: 5.6 / MAX: 28.58 MIN: 5.65 / MAX: 26.38 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
NCNN Target: CPU - Model: mobilenet OpenBenchmarking.org ms, Fewer Is Better NCNN 20230517 Target: CPU - Model: mobilenet a b 7 14 21 28 35 SE +/- 0.19, N = 2 SE +/- 0.03, N = 2 25.93 27.68 MIN: 23.82 / MAX: 45.07 MIN: 24.92 / MAX: 47.55 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
Embree Binary: Pathtracer - Model: Asian Dragon OpenBenchmarking.org Frames Per Second, More Is Better Embree 4.1 Binary: Pathtracer - Model: Asian Dragon a b 0.9491 1.8982 2.8473 3.7964 4.7455 SE +/- 0.0414, N = 2 SE +/- 0.0239, N = 2 4.2183 4.1998 MIN: 3.54 / MAX: 5.31 MIN: 3.54 / MAX: 5.43
SVT-AV1 Encoder Mode: Preset 4 - Input: Bosphorus 4K OpenBenchmarking.org Frames Per Second, More Is Better SVT-AV1 1.6 Encoder Mode: Preset 4 - Input: Bosphorus 4K a b 0.2457 0.4914 0.7371 0.9828 1.2285 SE +/- 0.023, N = 2 SE +/- 0.003, N = 2 1.092 0.948 1. (CXX) g++ options: -march=native -mno-avx -mavx2 -mavx512f -mavx512bw -mavx512dq
VVenC Video Input: Bosphorus 1080p - Video Preset: Fast OpenBenchmarking.org Frames Per Second, More Is Better VVenC 1.9 Video Input: Bosphorus 1080p - Video Preset: Fast a b 0.8786 1.7572 2.6358 3.5144 4.393 SE +/- 0.015, N = 2 SE +/- 0.042, N = 2 3.905 3.790 1. (CXX) g++ options: -O3 -flto -fno-fat-lto-objects -flto=auto
SQLite Threads / Copies: 4 OpenBenchmarking.org Seconds, Fewer Is Better SQLite 3.41.2 Threads / Copies: 4 a b 40 80 120 160 200 SE +/- 17.49, N = 2 SE +/- 0.50, N = 2 125.83 173.05 1. (CC) gcc options: -O2 -lreadline -ltermcap -lz -lm
SQLite Threads / Copies: 2 OpenBenchmarking.org Seconds, Fewer Is Better SQLite 3.41.2 Threads / Copies: 2 a b 40 80 120 160 200 SE +/- 24.93, N = 2 SE +/- 1.42, N = 2 123.47 170.01 1. (CC) gcc options: -O2 -lreadline -ltermcap -lz -lm
Embree Binary: Pathtracer ISPC - Model: Asian Dragon OpenBenchmarking.org Frames Per Second, More Is Better Embree 4.1 Binary: Pathtracer ISPC - Model: Asian Dragon a b 1.0774 2.1548 3.2322 4.3096 5.387 SE +/- 0.0697, N = 2 SE +/- 0.0364, N = 2 4.7883 4.7636 MIN: 4.05 / MAX: 5.89 MIN: 4.05 / MAX: 5.98
Neural Magic DeepSparse Model: BERT-Large, NLP Question Answering - Scenario: Asynchronous Multi-Stream OpenBenchmarking.org ms/batch, Fewer Is Better Neural Magic DeepSparse 1.5 Model: BERT-Large, NLP Question Answering - Scenario: Asynchronous Multi-Stream a b 160 320 480 640 800 SE +/- 113.73, N = 2 SE +/- 2.10, N = 2 764.27 614.68
Neural Magic DeepSparse Model: BERT-Large, NLP Question Answering - Scenario: Asynchronous Multi-Stream OpenBenchmarking.org items/sec, More Is Better Neural Magic DeepSparse 1.5 Model: BERT-Large, NLP Question Answering - Scenario: Asynchronous Multi-Stream a b 0.7304 1.4608 2.1912 2.9216 3.652 SE +/- 0.3971, N = 2 SE +/- 0.0188, N = 2 2.6677 3.2461
libxsmm M N K: 64 OpenBenchmarking.org GFLOPS/s, More Is Better libxsmm 2-1.17-3645 M N K: 64 a b 20 40 60 80 100 SE +/- 4.45, N = 2 SE +/- 4.80, N = 2 90.9 90.8 1. (CXX) g++ options: -dynamic -Bstatic -static-libgcc -lgomp -lm -lrt -ldl -lquadmath -lstdc++ -pthread -fPIC -std=c++14 -O2 -fopenmp-simd -funroll-loops -ftree-vectorize -fdata-sections -ffunction-sections -fvisibility=hidden -march=core-avx2
Apache Cassandra Test: Writes OpenBenchmarking.org Op/s, More Is Better Apache Cassandra 4.1.3 Test: Writes a b 6K 12K 18K 24K 30K SE +/- 149.00, N = 2 SE +/- 71.50, N = 2 26422 26438
Z3 Theorem Prover SMT File: 2.smt2 OpenBenchmarking.org Seconds, Fewer Is Better Z3 Theorem Prover 4.12.1 SMT File: 2.smt2 a b 30 60 90 120 150 SE +/- 0.11, N = 2 SE +/- 0.05, N = 2 130.94 131.41 1. (CXX) g++ options: -lpthread -std=c++17 -fvisibility=hidden -mfpmath=sse -msse -msse2 -O3 -fPIC
libxsmm M N K: 32 OpenBenchmarking.org GFLOPS/s, More Is Better libxsmm 2-1.17-3645 M N K: 32 a b 11 22 33 44 55 SE +/- 0.35, N = 2 SE +/- 0.55, N = 2 47.7 48.0 1. (CXX) g++ options: -dynamic -Bstatic -static-libgcc -lgomp -lm -lrt -ldl -lquadmath -lstdc++ -pthread -fPIC -std=c++14 -O2 -fopenmp-simd -funroll-loops -ftree-vectorize -fdata-sections -ffunction-sections -fvisibility=hidden -march=core-avx2
OSPRay Benchmark: particle_volume/ao/real_time OpenBenchmarking.org Items Per Second, More Is Better OSPRay 2.12 Benchmark: particle_volume/ao/real_time a b 0.336 0.672 1.008 1.344 1.68 SE +/- 0.09686, N = 2 SE +/- 0.02805, N = 2 1.49334 1.36920
Neural Magic DeepSparse Model: BERT-Large, NLP Question Answering, Sparse INT8 - Scenario: Asynchronous Multi-Stream OpenBenchmarking.org ms/batch, Fewer Is Better Neural Magic DeepSparse 1.5 Model: BERT-Large, NLP Question Answering, Sparse INT8 - Scenario: Asynchronous Multi-Stream a b 20 40 60 80 100 SE +/- 0.32, N = 2 SE +/- 0.22, N = 2 93.85 58.24
Neural Magic DeepSparse Model: BERT-Large, NLP Question Answering, Sparse INT8 - Scenario: Asynchronous Multi-Stream OpenBenchmarking.org items/sec, More Is Better Neural Magic DeepSparse 1.5 Model: BERT-Large, NLP Question Answering, Sparse INT8 - Scenario: Asynchronous Multi-Stream a b 8 16 24 32 40 SE +/- 0.07, N = 2 SE +/- 0.13, N = 2 21.30 34.32
Apache IoTDB Device Count: 500 - Batch Size Per Write: 1 - Sensor Count: 500 OpenBenchmarking.org Average Latency, More Is Better Apache IoTDB 1.1.2 Device Count: 500 - Batch Size Per Write: 1 - Sensor Count: 500 a b 20 40 60 80 100 75.40 70.46 MAX: 1528.52 MAX: 1429.13
Apache IoTDB Device Count: 500 - Batch Size Per Write: 1 - Sensor Count: 500 OpenBenchmarking.org point/sec, More Is Better Apache IoTDB 1.1.2 Device Count: 500 - Batch Size Per Write: 1 - Sensor Count: 500 a b 140K 280K 420K 560K 700K 611157.73 637041.62
OSPRay Benchmark: gravity_spheres_volume/dim_512/scivis/real_time OpenBenchmarking.org Items Per Second, More Is Better OSPRay 2.12 Benchmark: gravity_spheres_volume/dim_512/scivis/real_time a b 0.1597 0.3194 0.4791 0.6388 0.7985 SE +/- 0.014296, N = 2 SE +/- 0.025213, N = 2 0.622182 0.709986
Apache IoTDB Device Count: 100 - Batch Size Per Write: 100 - Sensor Count: 500 OpenBenchmarking.org Average Latency, More Is Better Apache IoTDB 1.1.2 Device Count: 100 - Batch Size Per Write: 100 - Sensor Count: 500 a b 80 160 240 320 400 342.21 387.15 MAX: 2349.14 MAX: 2248.18
Apache IoTDB Device Count: 100 - Batch Size Per Write: 100 - Sensor Count: 500 OpenBenchmarking.org point/sec, More Is Better Apache IoTDB 1.1.2 Device Count: 100 - Batch Size Per Write: 100 - Sensor Count: 500 a b 3M 6M 9M 12M 15M 13467917.31 12006039.14
Redis 7.0.12 + memtier_benchmark Protocol: Redis - Clients: 500 - Set To Get Ratio: 1:10 OpenBenchmarking.org Ops/sec, More Is Better Redis 7.0.12 + memtier_benchmark 2.0 Protocol: Redis - Clients: 500 - Set To Get Ratio: 1:10 a b 300K 600K 900K 1200K 1500K SE +/- 45279.14, N = 2 SE +/- 63299.47, N = 2 914462.02 1253523.69 1. (CXX) g++ options: -O2 -levent_openssl -levent -lcrypto -lssl -lpthread -lz -lpcre
Redis 7.0.12 + memtier_benchmark Protocol: Redis - Clients: 500 - Set To Get Ratio: 1:5 OpenBenchmarking.org Ops/sec, More Is Better Redis 7.0.12 + memtier_benchmark 2.0 Protocol: Redis - Clients: 500 - Set To Get Ratio: 1:5 a b 300K 600K 900K 1200K 1500K SE +/- 8374.42, N = 2 SE +/- 25673.44, N = 2 890374.23 1248610.70 1. (CXX) g++ options: -O2 -levent_openssl -levent -lcrypto -lssl -lpthread -lz -lpcre
Memcached Set To Get Ratio: 1:5 OpenBenchmarking.org Ops/sec, More Is Better Memcached 1.6.19 Set To Get Ratio: 1:5 a b 110K 220K 330K 440K 550K SE +/- 12286.93, N = 2 SE +/- 13966.62, N = 2 525368.39 518308.20 1. (CXX) g++ options: -O2 -levent_openssl -levent -lcrypto -lssl -lpthread -lz -lpcre
Redis 7.0.12 + memtier_benchmark Protocol: Redis - Clients: 50 - Set To Get Ratio: 1:10 OpenBenchmarking.org Ops/sec, More Is Better Redis 7.0.12 + memtier_benchmark 2.0 Protocol: Redis - Clients: 50 - Set To Get Ratio: 1:10 a b 300K 600K 900K 1200K 1500K SE +/- 19181.49, N = 2 SE +/- 18012.65, N = 2 1109812.44 1455171.86 1. (CXX) g++ options: -O2 -levent_openssl -levent -lcrypto -lssl -lpthread -lz -lpcre
Redis 7.0.12 + memtier_benchmark Protocol: Redis - Clients: 100 - Set To Get Ratio: 1:10 OpenBenchmarking.org Ops/sec, More Is Better Redis 7.0.12 + memtier_benchmark 2.0 Protocol: Redis - Clients: 100 - Set To Get Ratio: 1:10 a b 300K 600K 900K 1200K 1500K SE +/- 568.99, N = 2 SE +/- 8107.22, N = 2 1028641.19 1377833.48 1. (CXX) g++ options: -O2 -levent_openssl -levent -lcrypto -lssl -lpthread -lz -lpcre
Redis 7.0.12 + memtier_benchmark Protocol: Redis - Clients: 100 - Set To Get Ratio: 1:5 OpenBenchmarking.org Ops/sec, More Is Better Redis 7.0.12 + memtier_benchmark 2.0 Protocol: Redis - Clients: 100 - Set To Get Ratio: 1:5 a b 300K 600K 900K 1200K 1500K SE +/- 44860.53, N = 2 SE +/- 39391.55, N = 2 1016703.27 1372033.18 1. (CXX) g++ options: -O2 -levent_openssl -levent -lcrypto -lssl -lpthread -lz -lpcre
Redis 7.0.12 + memtier_benchmark Protocol: Redis - Clients: 50 - Set To Get Ratio: 1:5 OpenBenchmarking.org Ops/sec, More Is Better Redis 7.0.12 + memtier_benchmark 2.0 Protocol: Redis - Clients: 50 - Set To Get Ratio: 1:5 a b 300K 600K 900K 1200K 1500K SE +/- 43465.56, N = 2 SE +/- 4729.88, N = 2 1039311.12 1398883.01 1. (CXX) g++ options: -O2 -levent_openssl -levent -lcrypto -lssl -lpthread -lz -lpcre
Memcached Set To Get Ratio: 1:10 OpenBenchmarking.org Ops/sec, More Is Better Memcached 1.6.19 Set To Get Ratio: 1:10 a b 110K 220K 330K 440K 550K SE +/- 9547.84, N = 2 SE +/- 4490.17, N = 2 502050.43 486807.49 1. (CXX) g++ options: -O2 -levent_openssl -levent -lcrypto -lssl -lpthread -lz -lpcre
Memcached Set To Get Ratio: 1:100 OpenBenchmarking.org Ops/sec, More Is Better Memcached 1.6.19 Set To Get Ratio: 1:100 a b 110K 220K 330K 440K 550K SE +/- 10780.90, N = 2 SE +/- 14781.65, N = 2 496309.76 485922.63 1. (CXX) g++ options: -O2 -levent_openssl -levent -lcrypto -lssl -lpthread -lz -lpcre
OSPRay Benchmark: gravity_spheres_volume/dim_512/ao/real_time OpenBenchmarking.org Items Per Second, More Is Better OSPRay 2.12 Benchmark: gravity_spheres_volume/dim_512/ao/real_time a b 0.1677 0.3354 0.5031 0.6708 0.8385 SE +/- 0.009807, N = 2 SE +/- 0.008961, N = 2 0.745146 0.734783
SVT-AV1 Encoder Mode: Preset 8 - Input: Bosphorus 4K OpenBenchmarking.org Frames Per Second, More Is Better SVT-AV1 1.6 Encoder Mode: Preset 8 - Input: Bosphorus 4K a b 3 6 9 12 15 SE +/- 0.307, N = 2 SE +/- 1.160, N = 2 9.490 9.436 1. (CXX) g++ options: -march=native -mno-avx -mavx2 -mavx512f -mavx512bw -mavx512dq
Neural Magic DeepSparse Model: NLP Text Classification, BERT base uncased SST2, Sparse INT8 - Scenario: Asynchronous Multi-Stream OpenBenchmarking.org ms/batch, Fewer Is Better Neural Magic DeepSparse 1.5 Model: NLP Text Classification, BERT base uncased SST2, Sparse INT8 - Scenario: Asynchronous Multi-Stream a b 7 14 21 28 35 SE +/- 0.17, N = 2 SE +/- 0.13, N = 2 30.54 30.57
Neural Magic DeepSparse Model: NLP Text Classification, BERT base uncased SST2, Sparse INT8 - Scenario: Asynchronous Multi-Stream OpenBenchmarking.org items/sec, More Is Better Neural Magic DeepSparse 1.5 Model: NLP Text Classification, BERT base uncased SST2, Sparse INT8 - Scenario: Asynchronous Multi-Stream a b 15 30 45 60 75 SE +/- 0.37, N = 2 SE +/- 0.29, N = 2 65.43 65.36
VVenC Video Input: Bosphorus 1080p - Video Preset: Faster OpenBenchmarking.org Frames Per Second, More Is Better VVenC 1.9 Video Input: Bosphorus 1080p - Video Preset: Faster a b 3 6 9 12 15 SE +/- 0.090, N = 2 SE +/- 0.603, N = 2 9.882 9.868 1. (CXX) g++ options: -O3 -flto -fno-fat-lto-objects -flto=auto
Neural Magic DeepSparse Model: NLP Text Classification, BERT base uncased SST2 - Scenario: Asynchronous Multi-Stream OpenBenchmarking.org ms/batch, Fewer Is Better Neural Magic DeepSparse 1.5 Model: NLP Text Classification, BERT base uncased SST2 - Scenario: Asynchronous Multi-Stream a b 50 100 150 200 250 SE +/- 13.47, N = 2 SE +/- 3.79, N = 2 211.98 179.08
Neural Magic DeepSparse Model: NLP Text Classification, BERT base uncased SST2 - Scenario: Asynchronous Multi-Stream OpenBenchmarking.org items/sec, More Is Better Neural Magic DeepSparse 1.5 Model: NLP Text Classification, BERT base uncased SST2 - Scenario: Asynchronous Multi-Stream a b 3 6 9 12 15 SE +/- 0.6045, N = 2 SE +/- 0.2364, N = 2 9.4553 11.1719
OSPRay Benchmark: gravity_spheres_volume/dim_512/pathtracer/real_time OpenBenchmarking.org Items Per Second, More Is Better OSPRay 2.12 Benchmark: gravity_spheres_volume/dim_512/pathtracer/real_time a b 0.2389 0.4778 0.7167 0.9556 1.1945 SE +/- 0.011835, N = 2 SE +/- 0.016867, N = 2 1.061640 1.012953
SQLite Threads / Copies: 1 OpenBenchmarking.org Seconds, Fewer Is Better SQLite 3.41.2 Threads / Copies: 1 a b 20 40 60 80 100 SE +/- 0.86, N = 2 SE +/- 0.19, N = 2 30.33 88.59 1. (CC) gcc options: -O2 -lreadline -ltermcap -lz -lm
Apache IoTDB Device Count: 200 - Batch Size Per Write: 100 - Sensor Count: 200 OpenBenchmarking.org Average Latency, More Is Better Apache IoTDB 1.1.2 Device Count: 200 - Batch Size Per Write: 100 - Sensor Count: 200 a b 30 60 90 120 150 144.53 143.24 MAX: 1992.27 MAX: 2073.51
Apache IoTDB Device Count: 200 - Batch Size Per Write: 100 - Sensor Count: 200 OpenBenchmarking.org point/sec, More Is Better Apache IoTDB 1.1.2 Device Count: 200 - Batch Size Per Write: 100 - Sensor Count: 200 a b 3M 6M 9M 12M 15M 12613348.93 12464073.00
Neural Magic DeepSparse Model: CV Segmentation, 90% Pruned YOLACT Pruned - Scenario: Asynchronous Multi-Stream OpenBenchmarking.org ms/batch, Fewer Is Better Neural Magic DeepSparse 1.5 Model: CV Segmentation, 90% Pruned YOLACT Pruned - Scenario: Asynchronous Multi-Stream a b 140 280 420 560 700 SE +/- 12.84, N = 2 SE +/- 79.47, N = 2 669.18 628.36
Neural Magic DeepSparse Model: CV Segmentation, 90% Pruned YOLACT Pruned - Scenario: Asynchronous Multi-Stream OpenBenchmarking.org items/sec, More Is Better Neural Magic DeepSparse 1.5 Model: CV Segmentation, 90% Pruned YOLACT Pruned - Scenario: Asynchronous Multi-Stream a b 0.7272 1.4544 2.1816 2.9088 3.636 SE +/- 0.0495, N = 2 SE +/- 0.4116, N = 2 2.9815 3.2320
Neural Magic DeepSparse Model: NLP Token Classification, BERT base uncased conll2003 - Scenario: Asynchronous Multi-Stream OpenBenchmarking.org ms/batch, Fewer Is Better Neural Magic DeepSparse 1.5 Model: NLP Token Classification, BERT base uncased conll2003 - Scenario: Asynchronous Multi-Stream a b 200 400 600 800 1000 SE +/- 0.29, N = 2 SE +/- 13.19, N = 2 979.18 835.85
Neural Magic DeepSparse Model: NLP Token Classification, BERT base uncased conll2003 - Scenario: Asynchronous Multi-Stream OpenBenchmarking.org items/sec, More Is Better Neural Magic DeepSparse 1.5 Model: NLP Token Classification, BERT base uncased conll2003 - Scenario: Asynchronous Multi-Stream a b 0.5374 1.0748 1.6122 2.1496 2.687 SE +/- 0.0085, N = 2 SE +/- 0.0327, N = 2 2.0309 2.3883
Neural Magic DeepSparse Model: NLP Question Answering, BERT base uncased SQuaD 12layer Pruned90 - Scenario: Asynchronous Multi-Stream OpenBenchmarking.org ms/batch, Fewer Is Better Neural Magic DeepSparse 1.5 Model: NLP Question Answering, BERT base uncased SQuaD 12layer Pruned90 - Scenario: Asynchronous Multi-Stream a b 50 100 150 200 250 SE +/- 31.56, N = 2 SE +/- 32.45, N = 2 244.56 245.64
Neural Magic DeepSparse Model: NLP Question Answering, BERT base uncased SQuaD 12layer Pruned90 - Scenario: Asynchronous Multi-Stream OpenBenchmarking.org items/sec, More Is Better Neural Magic DeepSparse 1.5 Model: NLP Question Answering, BERT base uncased SQuaD 12layer Pruned90 - Scenario: Asynchronous Multi-Stream a b 2 4 6 8 10 SE +/- 1.0816, N = 2 SE +/- 1.0939, N = 2 8.3009 8.2832
Neural Magic DeepSparse Model: NLP Sentiment Analysis, 80% Pruned Quantized BERT Base Uncased - Scenario: Asynchronous Multi-Stream OpenBenchmarking.org ms/batch, Fewer Is Better Neural Magic DeepSparse 1.5 Model: NLP Sentiment Analysis, 80% Pruned Quantized BERT Base Uncased - Scenario: Asynchronous Multi-Stream a b 16 32 48 64 80 SE +/- 5.54, N = 2 SE +/- 6.64, N = 2 69.56 70.82
Neural Magic DeepSparse Model: NLP Sentiment Analysis, 80% Pruned Quantized BERT Base Uncased - Scenario: Asynchronous Multi-Stream OpenBenchmarking.org items/sec, More Is Better Neural Magic DeepSparse 1.5 Model: NLP Sentiment Analysis, 80% Pruned Quantized BERT Base Uncased - Scenario: Asynchronous Multi-Stream a b 7 14 21 28 35 SE +/- 2.30, N = 2 SE +/- 2.67, N = 2 28.92 28.46
dav1d Video Input: Summer Nature 4K OpenBenchmarking.org FPS, More Is Better dav1d 1.2.1 Video Input: Summer Nature 4K a b 15 30 45 60 75 SE +/- 0.31, N = 2 SE +/- 2.35, N = 2 67.01 66.38 1. (CC) gcc options: -pthread -lm
Neural Magic DeepSparse Model: NLP Document Classification, oBERT base uncased on IMDB - Scenario: Asynchronous Multi-Stream OpenBenchmarking.org ms/batch, Fewer Is Better Neural Magic DeepSparse 1.5 Model: NLP Document Classification, oBERT base uncased on IMDB - Scenario: Asynchronous Multi-Stream a b 200 400 600 800 1000 SE +/- 75.66, N = 2 SE +/- 86.04, N = 2 855.68 864.99
Neural Magic DeepSparse Model: NLP Document Classification, oBERT base uncased on IMDB - Scenario: Asynchronous Multi-Stream OpenBenchmarking.org items/sec, More Is Better Neural Magic DeepSparse 1.5 Model: NLP Document Classification, oBERT base uncased on IMDB - Scenario: Asynchronous Multi-Stream a b 0.5294 1.0588 1.5882 2.1176 2.647 SE +/- 0.2053, N = 2 SE +/- 0.2323, N = 2 2.3527 2.3352
dav1d Video Input: Chimera 1080p 10-bit OpenBenchmarking.org FPS, More Is Better dav1d 1.2.1 Video Input: Chimera 1080p 10-bit a b 40 80 120 160 200 SE +/- 19.41, N = 2 SE +/- 12.81, N = 2 191.30 190.87 1. (CC) gcc options: -pthread -lm
Z3 Theorem Prover SMT File: 1.smt2 OpenBenchmarking.org Seconds, Fewer Is Better Z3 Theorem Prover 4.12.1 SMT File: 1.smt2 a b 10 20 30 40 50 SE +/- 0.05, N = 2 SE +/- 0.18, N = 2 43.97 43.42 1. (CXX) g++ options: -lpthread -std=c++17 -fvisibility=hidden -mfpmath=sse -msse -msse2 -O3 -fPIC
Neural Magic DeepSparse Model: NLP Text Classification, DistilBERT mnli - Scenario: Asynchronous Multi-Stream OpenBenchmarking.org ms/batch, Fewer Is Better Neural Magic DeepSparse 1.5 Model: NLP Text Classification, DistilBERT mnli - Scenario: Asynchronous Multi-Stream a b 30 60 90 120 150 SE +/- 15.66, N = 2 SE +/- 14.87, N = 2 116.27 98.71
Neural Magic DeepSparse Model: NLP Text Classification, DistilBERT mnli - Scenario: Asynchronous Multi-Stream OpenBenchmarking.org items/sec, More Is Better Neural Magic DeepSparse 1.5 Model: NLP Text Classification, DistilBERT mnli - Scenario: Asynchronous Multi-Stream a b 5 10 15 20 25 SE +/- 2.36, N = 2 SE +/- 3.12, N = 2 17.51 20.73
Neural Magic DeepSparse Model: CV Detection, YOLOv5s COCO, Sparse INT8 - Scenario: Asynchronous Multi-Stream OpenBenchmarking.org ms/batch, Fewer Is Better Neural Magic DeepSparse 1.5 Model: CV Detection, YOLOv5s COCO, Sparse INT8 - Scenario: Asynchronous Multi-Stream a b 40 80 120 160 200 SE +/- 21.74, N = 2 SE +/- 1.05, N = 2 162.16 154.26
Neural Magic DeepSparse Model: CV Detection, YOLOv5s COCO, Sparse INT8 - Scenario: Asynchronous Multi-Stream OpenBenchmarking.org items/sec, More Is Better Neural Magic DeepSparse 1.5 Model: CV Detection, YOLOv5s COCO, Sparse INT8 - Scenario: Asynchronous Multi-Stream a b 3 6 9 12 15 SE +/- 1.68, N = 2 SE +/- 0.10, N = 2 12.54 12.95
Neural Magic DeepSparse Model: CV Detection, YOLOv5s COCO - Scenario: Asynchronous Multi-Stream OpenBenchmarking.org ms/batch, Fewer Is Better Neural Magic DeepSparse 1.5 Model: CV Detection, YOLOv5s COCO - Scenario: Asynchronous Multi-Stream a b 30 60 90 120 150 SE +/- 15.16, N = 2 SE +/- 17.32, N = 2 137.95 139.05
Neural Magic DeepSparse Model: CV Detection, YOLOv5s COCO - Scenario: Asynchronous Multi-Stream OpenBenchmarking.org items/sec, More Is Better Neural Magic DeepSparse 1.5 Model: CV Detection, YOLOv5s COCO - Scenario: Asynchronous Multi-Stream a b 4 8 12 16 20 SE +/- 1.61, N = 2 SE +/- 1.82, N = 2 14.67 14.61
Neural Magic DeepSparse Model: ResNet-50, Baseline - Scenario: Asynchronous Multi-Stream OpenBenchmarking.org ms/batch, Fewer Is Better Neural Magic DeepSparse 1.5 Model: ResNet-50, Baseline - Scenario: Asynchronous Multi-Stream a b 15 30 45 60 75 SE +/- 6.09, N = 2 SE +/- 7.55, N = 2 65.95 68.00
Neural Magic DeepSparse Model: ResNet-50, Baseline - Scenario: Asynchronous Multi-Stream OpenBenchmarking.org items/sec, More Is Better Neural Magic DeepSparse 1.5 Model: ResNet-50, Baseline - Scenario: Asynchronous Multi-Stream a b 7 14 21 28 35 SE +/- 2.83, N = 2 SE +/- 3.30, N = 2 30.57 29.76
Neural Magic DeepSparse Model: CV Classification, ResNet-50 ImageNet - Scenario: Asynchronous Multi-Stream OpenBenchmarking.org ms/batch, Fewer Is Better Neural Magic DeepSparse 1.5 Model: CV Classification, ResNet-50 ImageNet - Scenario: Asynchronous Multi-Stream a b 15 30 45 60 75 SE +/- 6.60, N = 2 SE +/- 6.42, N = 2 68.05 69.62
Neural Magic DeepSparse Model: CV Classification, ResNet-50 ImageNet - Scenario: Asynchronous Multi-Stream OpenBenchmarking.org items/sec, More Is Better Neural Magic DeepSparse 1.5 Model: CV Classification, ResNet-50 ImageNet - Scenario: Asynchronous Multi-Stream a b 7 14 21 28 35 SE +/- 2.87, N = 2 SE +/- 2.67, N = 2 29.66 28.96
Neural Magic DeepSparse Model: ResNet-50, Sparse INT8 - Scenario: Asynchronous Multi-Stream OpenBenchmarking.org ms/batch, Fewer Is Better Neural Magic DeepSparse 1.5 Model: ResNet-50, Sparse INT8 - Scenario: Asynchronous Multi-Stream a b 3 6 9 12 15 SE +/- 1.04, N = 2 SE +/- 1.15, N = 2 10.25 10.34
Neural Magic DeepSparse Model: ResNet-50, Sparse INT8 - Scenario: Asynchronous Multi-Stream OpenBenchmarking.org items/sec, More Is Better Neural Magic DeepSparse 1.5 Model: ResNet-50, Sparse INT8 - Scenario: Asynchronous Multi-Stream a b 40 80 120 160 200 SE +/- 20.06, N = 2 SE +/- 21.75, N = 2 196.78 195.49
SVT-AV1 Encoder Mode: Preset 4 - Input: Bosphorus 1080p OpenBenchmarking.org Frames Per Second, More Is Better SVT-AV1 1.6 Encoder Mode: Preset 4 - Input: Bosphorus 1080p a b 1.0739 2.1478 3.2217 4.2956 5.3695 SE +/- 0.495, N = 2 SE +/- 0.109, N = 2 4.260 4.773 1. (CXX) g++ options: -march=native -mno-avx -mavx2 -mavx512f -mavx512bw -mavx512dq
dav1d Video Input: Chimera 1080p OpenBenchmarking.org FPS, More Is Better dav1d 1.2.1 Video Input: Chimera 1080p a b 50 100 150 200 250 SE +/- 2.76, N = 2 SE +/- 1.95, N = 2 244.12 249.62 1. (CC) gcc options: -pthread -lm
Opus Codec Encoding WAV To Opus Encode OpenBenchmarking.org Seconds, Fewer Is Better Opus Codec Encoding 1.4 WAV To Opus Encode a b 8 16 24 32 40 SE +/- 0.10, N = 2 SE +/- 0.06, N = 2 35.40 35.43 1. (CXX) g++ options: -O3 -fvisibility=hidden -logg -lm
Apache IoTDB Device Count: 100 - Batch Size Per Write: 100 - Sensor Count: 200 OpenBenchmarking.org Average Latency, More Is Better Apache IoTDB 1.1.2 Device Count: 100 - Batch Size Per Write: 100 - Sensor Count: 200 a b 20 40 60 80 100 107.84 104.43 MAX: 1809.87 MAX: 2007.51
Apache IoTDB Device Count: 100 - Batch Size Per Write: 100 - Sensor Count: 200 OpenBenchmarking.org point/sec, More Is Better Apache IoTDB 1.1.2 Device Count: 100 - Batch Size Per Write: 100 - Sensor Count: 200 a b 3M 6M 9M 12M 15M 15017343.49 15526243.84
QuantLib OpenBenchmarking.org MFLOPS, More Is Better QuantLib 1.30 a b 500 1000 1500 2000 2500 SE +/- 210.20, N = 2 SE +/- 234.25, N = 2 2379.8 2404.8 1. (CXX) g++ options: -O3 -march=native -fPIE -pie
Stress-NG Test: IO_uring OpenBenchmarking.org Bogo Ops/s, More Is Better Stress-NG 0.15.10 Test: IO_uring a b 40K 80K 120K 160K 200K SE +/- 2497.26, N = 2 SE +/- 499.46, N = 2 170492.16 182936.68 1. (CXX) g++ options: -lm -laio -lapparmor -latomic -lc -lcrypt -ldl -lEGL -lgbm -lGLESv2 -ljpeg -lpthread -lrt -lsctp -lz
Apache IoTDB Device Count: 500 - Batch Size Per Write: 1 - Sensor Count: 200 OpenBenchmarking.org Average Latency, More Is Better Apache IoTDB 1.1.2 Device Count: 500 - Batch Size Per Write: 1 - Sensor Count: 200 a b 4 8 12 16 20 15.75 15.11 MAX: 1425.54 MAX: 1458.64
Apache IoTDB Device Count: 500 - Batch Size Per Write: 1 - Sensor Count: 200 OpenBenchmarking.org point/sec, More Is Better Apache IoTDB 1.1.2 Device Count: 500 - Batch Size Per Write: 1 - Sensor Count: 200 a b 200K 400K 600K 800K 1000K 1036429.93 1040683.13
Stress-NG Test: Malloc OpenBenchmarking.org Bogo Ops/s, More Is Better Stress-NG 0.15.10 Test: Malloc a b 90K 180K 270K 360K 450K SE +/- 39637.02, N = 2 SE +/- 46761.51, N = 2 375933.99 434156.10 1. (CXX) g++ options: -lm -laio -lapparmor -latomic -lc -lcrypt -ldl -lEGL -lgbm -lGLESv2 -ljpeg -lpthread -lrt -lsctp -lz
Stress-NG Test: Cloning OpenBenchmarking.org Bogo Ops/s, More Is Better Stress-NG 0.15.10 Test: Cloning a b 150 300 450 600 750 SE +/- 28.62, N = 2 SE +/- 2.47, N = 2 669.41 715.58 1. (CXX) g++ options: -lm -laio -lapparmor -latomic -lc -lcrypt -ldl -lEGL -lgbm -lGLESv2 -ljpeg -lpthread -lrt -lsctp -lz
Stress-NG Test: MMAP OpenBenchmarking.org Bogo Ops/s, More Is Better Stress-NG 0.15.10 Test: MMAP a b 7 14 21 28 35 SE +/- 3.19, N = 2 SE +/- 3.70, N = 2 20.86 28.46 1. (CXX) g++ options: -lm -laio -lapparmor -latomic -lc -lcrypt -ldl -lEGL -lgbm -lGLESv2 -ljpeg -lpthread -lrt -lsctp -lz
Stress-NG Test: MEMFD OpenBenchmarking.org Bogo Ops/s, More Is Better Stress-NG 0.15.10 Test: MEMFD a b 13 26 39 52 65 SE +/- 0.79, N = 2 SE +/- 0.72, N = 2 56.59 43.09 1. (CXX) g++ options: -lm -laio -lapparmor -latomic -lc -lcrypt -ldl -lEGL -lgbm -lGLESv2 -ljpeg -lpthread -lrt -lsctp -lz
Stress-NG Test: Zlib OpenBenchmarking.org Bogo Ops/s, More Is Better Stress-NG 0.15.10 Test: Zlib a b 70 140 210 280 350 SE +/- 31.94, N = 2 SE +/- 21.49, N = 2 273.05 335.91 1. (CXX) g++ options: -lm -laio -lapparmor -latomic -lc -lcrypt -ldl -lEGL -lgbm -lGLESv2 -ljpeg -lpthread -lrt -lsctp -lz
Stress-NG Test: Pipe OpenBenchmarking.org Bogo Ops/s, More Is Better Stress-NG 0.15.10 Test: Pipe a b 300K 600K 900K 1200K 1500K SE +/- 30380.48, N = 2 SE +/- 131648.17, N = 2 1422109.84 1533355.11 1. (CXX) g++ options: -lm -laio -lapparmor -latomic -lc -lcrypt -ldl -lEGL -lgbm -lGLESv2 -ljpeg -lpthread -lrt -lsctp -lz
Stress-NG Test: Atomic OpenBenchmarking.org Bogo Ops/s, More Is Better Stress-NG 0.15.10 Test: Atomic a b 50 100 150 200 250 SE +/- 10.78, N = 2 SE +/- 11.52, N = 2 224.51 249.99 1. (CXX) g++ options: -lm -laio -lapparmor -latomic -lc -lcrypt -ldl -lEGL -lgbm -lGLESv2 -ljpeg -lpthread -lrt -lsctp -lz
Stress-NG Test: NUMA OpenBenchmarking.org Bogo Ops/s, More Is Better Stress-NG 0.15.10 Test: NUMA a b 14 28 42 56 70 SE +/- 5.63, N = 2 SE +/- 5.27, N = 2 53.95 60.49 1. (CXX) g++ options: -lm -laio -lapparmor -latomic -lc -lcrypt -ldl -lEGL -lgbm -lGLESv2 -ljpeg -lpthread -lrt -lsctp -lz
Stress-NG Test: Pthread OpenBenchmarking.org Bogo Ops/s, More Is Better Stress-NG 0.15.10 Test: Pthread a b 9K 18K 27K 36K 45K SE +/- 4732.28, N = 2 SE +/- 4375.87, N = 2 34974.26 42229.61 1. (CXX) g++ options: -lm -laio -lapparmor -latomic -lc -lcrypt -ldl -lEGL -lgbm -lGLESv2 -ljpeg -lpthread -lrt -lsctp -lz
Stress-NG Test: x86_64 RdRand OpenBenchmarking.org Bogo Ops/s, More Is Better Stress-NG 0.15.10 Test: x86_64 RdRand a b 700 1400 2100 2800 3500 SE +/- 13.37, N = 2 SE +/- 68.45, N = 2 3267.31 3134.04 1. (CXX) g++ options: -lm -laio -lapparmor -latomic -lc -lcrypt -ldl -lEGL -lgbm -lGLESv2 -ljpeg -lpthread -lrt -lsctp -lz
Stress-NG Test: Function Call OpenBenchmarking.org Bogo Ops/s, More Is Better Stress-NG 0.15.10 Test: Function Call a b 500 1000 1500 2000 2500 SE +/- 96.37, N = 2 SE +/- 40.41, N = 2 2058.70 2164.20 1. (CXX) g++ options: -lm -laio -lapparmor -latomic -lc -lcrypt -ldl -lEGL -lgbm -lGLESv2 -ljpeg -lpthread -lrt -lsctp -lz
Stress-NG Test: System V Message Passing OpenBenchmarking.org Bogo Ops/s, More Is Better Stress-NG 0.15.10 Test: System V Message Passing a b 600K 1200K 1800K 2400K 3000K SE +/- 119752.37, N = 2 SE +/- 200089.21, N = 2 2652462.62 2519916.10 1. (CXX) g++ options: -lm -laio -lapparmor -latomic -lc -lcrypt -ldl -lEGL -lgbm -lGLESv2 -ljpeg -lpthread -lrt -lsctp -lz
Stress-NG Test: Socket Activity OpenBenchmarking.org Bogo Ops/s, More Is Better Stress-NG 0.15.10 Test: Socket Activity a b 500 1000 1500 2000 2500 SE +/- 249.85, N = 2 SE +/- 271.08, N = 2 2495.57 2508.63 1. (CXX) g++ options: -lm -laio -lapparmor -latomic -lc -lcrypt -ldl -lEGL -lgbm -lGLESv2 -ljpeg -lpthread -lrt -lsctp -lz
Stress-NG Test: Matrix 3D Math OpenBenchmarking.org Bogo Ops/s, More Is Better Stress-NG 0.15.10 Test: Matrix 3D Math a b 90 180 270 360 450 SE +/- 5.36, N = 2 SE +/- 6.17, N = 2 383.49 396.03 1. (CXX) g++ options: -lm -laio -lapparmor -latomic -lc -lcrypt -ldl -lEGL -lgbm -lGLESv2 -ljpeg -lpthread -lrt -lsctp -lz
Liquid-DSP Threads: 8 - Buffer Length: 256 - Filter Length: 512 OpenBenchmarking.org samples/s, More Is Better Liquid-DSP 1.6 Threads: 8 - Buffer Length: 256 - Filter Length: 512 a b 8M 16M 24M 32M 40M SE +/- 3468000.00, N = 2 SE +/- 2570000.00, N = 2 35719000 36523000 1. (CC) gcc options: -O3 -pthread -lm -lc -lliquid
Stress-NG Test: Vector Floating Point OpenBenchmarking.org Bogo Ops/s, More Is Better Stress-NG 0.15.10 Test: Vector Floating Point a b 2K 4K 6K 8K 10K SE +/- 364.11, N = 2 SE +/- 310.83, N = 2 7289.32 7877.70 1. (CXX) g++ options: -lm -laio -lapparmor -latomic -lc -lcrypt -ldl -lEGL -lgbm -lGLESv2 -ljpeg -lpthread -lrt -lsctp -lz
Liquid-DSP Threads: 4 - Buffer Length: 256 - Filter Length: 512 OpenBenchmarking.org samples/s, More Is Better Liquid-DSP 1.6 Threads: 4 - Buffer Length: 256 - Filter Length: 512 a b 6M 12M 18M 24M 30M SE +/- 466500.00, N = 2 SE +/- 478500.00, N = 2 25830500 25812500 1. (CC) gcc options: -O3 -pthread -lm -lc -lliquid
Liquid-DSP Threads: 2 - Buffer Length: 256 - Filter Length: 512 OpenBenchmarking.org samples/s, More Is Better Liquid-DSP 1.6 Threads: 2 - Buffer Length: 256 - Filter Length: 512 a b 3M 6M 9M 12M 15M SE +/- 158500.00, N = 2 SE +/- 149500.00, N = 2 15179500 15023500 1. (CC) gcc options: -O3 -pthread -lm -lc -lliquid
Liquid-DSP Threads: 1 - Buffer Length: 256 - Filter Length: 32 OpenBenchmarking.org samples/s, More Is Better Liquid-DSP 1.6 Threads: 1 - Buffer Length: 256 - Filter Length: 32 a b 10M 20M 30M 40M 50M SE +/- 451500.00, N = 2 SE +/- 77000.00, N = 2 46516500 46825000 1. (CC) gcc options: -O3 -pthread -lm -lc -lliquid
Stress-NG Test: AVL Tree OpenBenchmarking.org Bogo Ops/s, More Is Better Stress-NG 0.15.10 Test: AVL Tree a b 5 10 15 20 25 SE +/- 0.05, N = 2 SE +/- 0.15, N = 2 16.41 19.30 1. (CXX) g++ options: -lm -laio -lapparmor -latomic -lc -lcrypt -ldl -lEGL -lgbm -lGLESv2 -ljpeg -lpthread -lrt -lsctp -lz
Stress-NG Test: Floating Point OpenBenchmarking.org Bogo Ops/s, More Is Better Stress-NG 0.15.10 Test: Floating Point a b 160 320 480 640 800 SE +/- 25.00, N = 2 SE +/- 25.67, N = 2 743.83 762.86 1. (CXX) g++ options: -lm -laio -lapparmor -latomic -lc -lcrypt -ldl -lEGL -lgbm -lGLESv2 -ljpeg -lpthread -lrt -lsctp -lz
Stress-NG Test: Hash OpenBenchmarking.org Bogo Ops/s, More Is Better Stress-NG 0.15.10 Test: Hash a b 140K 280K 420K 560K 700K SE +/- 38337.11, N = 2 SE +/- 38690.57, N = 2 523699.70 638650.51 1. (CXX) g++ options: -lm -laio -lapparmor -latomic -lc -lcrypt -ldl -lEGL -lgbm -lGLESv2 -ljpeg -lpthread -lrt -lsctp -lz
Liquid-DSP Threads: 1 - Buffer Length: 256 - Filter Length: 512 OpenBenchmarking.org samples/s, More Is Better Liquid-DSP 1.6 Threads: 1 - Buffer Length: 256 - Filter Length: 512 a b 1.7M 3.4M 5.1M 6.8M 8.5M SE +/- 8100.00, N = 2 SE +/- 20850.00, N = 2 7721800 7710850 1. (CC) gcc options: -O3 -pthread -lm -lc -lliquid
Liquid-DSP Threads: 2 - Buffer Length: 256 - Filter Length: 57 OpenBenchmarking.org samples/s, More Is Better Liquid-DSP 1.6 Threads: 2 - Buffer Length: 256 - Filter Length: 57 a b 16M 32M 48M 64M 80M SE +/- 128500.00, N = 2 SE +/- 620500.00, N = 2 73795500 73620500 1. (CC) gcc options: -O3 -pthread -lm -lc -lliquid
Liquid-DSP Threads: 2 - Buffer Length: 256 - Filter Length: 32 OpenBenchmarking.org samples/s, More Is Better Liquid-DSP 1.6 Threads: 2 - Buffer Length: 256 - Filter Length: 32 a b 20M 40M 60M 80M 100M SE +/- 873500.00, N = 2 SE +/- 1161000.00, N = 2 85550500 85664000 1. (CC) gcc options: -O3 -pthread -lm -lc -lliquid
Liquid-DSP Threads: 1 - Buffer Length: 256 - Filter Length: 57 OpenBenchmarking.org samples/s, More Is Better Liquid-DSP 1.6 Threads: 1 - Buffer Length: 256 - Filter Length: 57 a b 9M 18M 27M 36M 45M SE +/- 225000.00, N = 2 SE +/- 154500.00, N = 2 43429000 43427500 1. (CC) gcc options: -O3 -pthread -lm -lc -lliquid
Stress-NG Test: Memory Copying OpenBenchmarking.org Bogo Ops/s, More Is Better Stress-NG 0.15.10 Test: Memory Copying a b 200 400 600 800 1000 SE +/- 40.86, N = 2 SE +/- 40.05, N = 2 1078.73 1088.75 1. (CXX) g++ options: -lm -laio -lapparmor -latomic -lc -lcrypt -ldl -lEGL -lgbm -lGLESv2 -ljpeg -lpthread -lrt -lsctp -lz
Liquid-DSP Threads: 8 - Buffer Length: 256 - Filter Length: 32 OpenBenchmarking.org samples/s, More Is Better Liquid-DSP 1.6 Threads: 8 - Buffer Length: 256 - Filter Length: 32 a b 40M 80M 120M 160M 200M SE +/- 11475000.00, N = 2 SE +/- 5480000.00, N = 2 177945000 185540000 1. (CC) gcc options: -O3 -pthread -lm -lc -lliquid
Stress-NG Test: Vector Shuffle OpenBenchmarking.org Bogo Ops/s, More Is Better Stress-NG 0.15.10 Test: Vector Shuffle a b 500 1000 1500 2000 2500 SE +/- 33.39, N = 2 SE +/- 17.07, N = 2 2431.22 2431.01 1. (CXX) g++ options: -lm -laio -lapparmor -latomic -lc -lcrypt -ldl -lEGL -lgbm -lGLESv2 -ljpeg -lpthread -lrt -lsctp -lz
Stress-NG Test: CPU Cache OpenBenchmarking.org Bogo Ops/s, More Is Better Stress-NG 0.15.10 Test: CPU Cache a b 200K 400K 600K 800K 1000K SE +/- 244998.38, N = 2 SE +/- 138960.51, N = 2 929178.43 1153192.75 1. (CXX) g++ options: -lm -laio -lapparmor -latomic -lc -lcrypt -ldl -lEGL -lgbm -lGLESv2 -ljpeg -lpthread -lrt -lsctp -lz
Liquid-DSP Threads: 8 - Buffer Length: 256 - Filter Length: 57 OpenBenchmarking.org samples/s, More Is Better Liquid-DSP 1.6 Threads: 8 - Buffer Length: 256 - Filter Length: 57 a b 30M 60M 90M 120M 150M SE +/- 5615000.00, N = 2 SE +/- 7270000.00, N = 2 140345000 132830000 1. (CC) gcc options: -O3 -pthread -lm -lc -lliquid
Liquid-DSP Threads: 4 - Buffer Length: 256 - Filter Length: 57 OpenBenchmarking.org samples/s, More Is Better Liquid-DSP 1.6 Threads: 4 - Buffer Length: 256 - Filter Length: 57 a b 30M 60M 90M 120M 150M SE +/- 6360000.00, N = 2 SE +/- 3395000.00, N = 2 119590000 112205000 1. (CC) gcc options: -O3 -pthread -lm -lc -lliquid
Liquid-DSP Threads: 4 - Buffer Length: 256 - Filter Length: 32 OpenBenchmarking.org samples/s, More Is Better Liquid-DSP 1.6 Threads: 4 - Buffer Length: 256 - Filter Length: 32 a b 30M 60M 90M 120M 150M SE +/- 2650000.00, N = 2 SE +/- 2610000.00, N = 2 140280000 139950000 1. (CC) gcc options: -O3 -pthread -lm -lc -lliquid
Stress-NG Test: Forking OpenBenchmarking.org Bogo Ops/s, More Is Better Stress-NG 0.15.10 Test: Forking a b 3K 6K 9K 12K 15K SE +/- 301.28, N = 2 SE +/- 1330.94, N = 2 9551.79 12140.60 1. (CXX) g++ options: -lm -laio -lapparmor -latomic -lc -lcrypt -ldl -lEGL -lgbm -lGLESv2 -ljpeg -lpthread -lrt -lsctp -lz
Stress-NG Test: Mutex OpenBenchmarking.org Bogo Ops/s, More Is Better Stress-NG 0.15.10 Test: Mutex a b 150K 300K 450K 600K 750K SE +/- 76155.40, N = 2 SE +/- 20730.70, N = 2 604156.72 694562.47 1. (CXX) g++ options: -lm -laio -lapparmor -latomic -lc -lcrypt -ldl -lEGL -lgbm -lGLESv2 -ljpeg -lpthread -lrt -lsctp -lz
Stress-NG Test: Glibc Qsort Data Sorting OpenBenchmarking.org Bogo Ops/s, More Is Better Stress-NG 0.15.10 Test: Glibc Qsort Data Sorting a b 16 32 48 64 80 SE +/- 5.90, N = 2 SE +/- 3.74, N = 2 69.13 74.13 1. (CXX) g++ options: -lm -laio -lapparmor -latomic -lc -lcrypt -ldl -lEGL -lgbm -lGLESv2 -ljpeg -lpthread -lrt -lsctp -lz
Stress-NG Test: Matrix Math OpenBenchmarking.org Bogo Ops/s, More Is Better Stress-NG 0.15.10 Test: Matrix Math a b 4K 8K 12K 16K 20K SE +/- 1025.15, N = 2 SE +/- 854.63, N = 2 17318.70 17116.79 1. (CXX) g++ options: -lm -laio -lapparmor -latomic -lc -lcrypt -ldl -lEGL -lgbm -lGLESv2 -ljpeg -lpthread -lrt -lsctp -lz
Stress-NG Test: CPU Stress OpenBenchmarking.org Bogo Ops/s, More Is Better Stress-NG 0.15.10 Test: CPU Stress a b 2K 4K 6K 8K 10K SE +/- 567.82, N = 2 SE +/- 158.65, N = 2 7310.05 7866.40 1. (CXX) g++ options: -lm -laio -lapparmor -latomic -lc -lcrypt -ldl -lEGL -lgbm -lGLESv2 -ljpeg -lpthread -lrt -lsctp -lz
Stress-NG Test: SENDFILE OpenBenchmarking.org Bogo Ops/s, More Is Better Stress-NG 0.15.10 Test: SENDFILE a b 9K 18K 27K 36K 45K SE +/- 1669.87, N = 2 SE +/- 1151.61, N = 2 36779.86 43752.37 1. (CXX) g++ options: -lm -laio -lapparmor -latomic -lc -lcrypt -ldl -lEGL -lgbm -lGLESv2 -ljpeg -lpthread -lrt -lsctp -lz
Stress-NG Test: Crypto OpenBenchmarking.org Bogo Ops/s, More Is Better Stress-NG 0.15.10 Test: Crypto a b 1200 2400 3600 4800 6000 SE +/- 47.72, N = 2 SE +/- 96.10, N = 2 4590.53 5684.53 1. (CXX) g++ options: -lm -laio -lapparmor -latomic -lc -lcrypt -ldl -lEGL -lgbm -lGLESv2 -ljpeg -lpthread -lrt -lsctp -lz
Stress-NG Test: Wide Vector Math OpenBenchmarking.org Bogo Ops/s, More Is Better Stress-NG 0.15.10 Test: Wide Vector Math a b 30K 60K 90K 120K 150K SE +/- 2993.76, N = 2 SE +/- 3329.63, N = 2 147314.85 148388.79 1. (CXX) g++ options: -lm -laio -lapparmor -latomic -lc -lcrypt -ldl -lEGL -lgbm -lGLESv2 -ljpeg -lpthread -lrt -lsctp -lz
Stress-NG Test: Poll OpenBenchmarking.org Bogo Ops/s, More Is Better Stress-NG 0.15.10 Test: Poll a b 70K 140K 210K 280K 350K SE +/- 20478.34, N = 2 SE +/- 23847.48, N = 2 284300.80 318466.50 1. (CXX) g++ options: -lm -laio -lapparmor -latomic -lc -lcrypt -ldl -lEGL -lgbm -lGLESv2 -ljpeg -lpthread -lrt -lsctp -lz
Stress-NG Test: Glibc C String Functions OpenBenchmarking.org Bogo Ops/s, More Is Better Stress-NG 0.15.10 Test: Glibc C String Functions a b 500K 1000K 1500K 2000K 2500K SE +/- 92139.37, N = 2 SE +/- 158119.57, N = 2 2485856.07 2360589.10 1. (CXX) g++ options: -lm -laio -lapparmor -latomic -lc -lcrypt -ldl -lEGL -lgbm -lGLESv2 -ljpeg -lpthread -lrt -lsctp -lz
Stress-NG Test: Fused Multiply-Add OpenBenchmarking.org Bogo Ops/s, More Is Better Stress-NG 0.15.10 Test: Fused Multiply-Add a b 600K 1200K 1800K 2400K 3000K SE +/- 63230.65, N = 2 SE +/- 262560.86, N = 2 2978232.73 2737483.30 1. (CXX) g++ options: -lm -laio -lapparmor -latomic -lc -lcrypt -ldl -lEGL -lgbm -lGLESv2 -ljpeg -lpthread -lrt -lsctp -lz
Stress-NG Test: Context Switching OpenBenchmarking.org Bogo Ops/s, More Is Better Stress-NG 0.15.10 Test: Context Switching a b 160K 320K 480K 640K 800K SE +/- 53162.51, N = 2 SE +/- 16234.88, N = 2 705297.96 733269.79 1. (CXX) g++ options: -lm -laio -lapparmor -latomic -lc -lcrypt -ldl -lEGL -lgbm -lGLESv2 -ljpeg -lpthread -lrt -lsctp -lz
Stress-NG Test: Vector Math OpenBenchmarking.org Bogo Ops/s, More Is Better Stress-NG 0.15.10 Test: Vector Math a b 3K 6K 9K 12K 15K SE +/- 425.64, N = 2 SE +/- 913.67, N = 2 12666.19 12444.33 1. (CXX) g++ options: -lm -laio -lapparmor -latomic -lc -lcrypt -ldl -lEGL -lgbm -lGLESv2 -ljpeg -lpthread -lrt -lsctp -lz
Stress-NG Test: Semaphores OpenBenchmarking.org Bogo Ops/s, More Is Better Stress-NG 0.15.10 Test: Semaphores a b 700K 1400K 2100K 2800K 3500K SE +/- 287315.12, N = 2 SE +/- 70160.30, N = 2 3218725.51 3241408.21 1. (CXX) g++ options: -lm -laio -lapparmor -latomic -lc -lcrypt -ldl -lEGL -lgbm -lGLESv2 -ljpeg -lpthread -lrt -lsctp -lz
Stress-NG Test: Futex OpenBenchmarking.org Bogo Ops/s, More Is Better Stress-NG 0.15.10 Test: Futex a b 130K 260K 390K 520K 650K SE +/- 36419.89, N = 2 SE +/- 57507.32, N = 2 486078.68 624014.17 1. (CXX) g++ options: -lm -laio -lapparmor -latomic -lc -lcrypt -ldl -lEGL -lgbm -lGLESv2 -ljpeg -lpthread -lrt -lsctp -lz
Apache IoTDB Device Count: 200 - Batch Size Per Write: 1 - Sensor Count: 500 OpenBenchmarking.org Average Latency, More Is Better Apache IoTDB 1.1.2 Device Count: 200 - Batch Size Per Write: 1 - Sensor Count: 500 a b 7 14 21 28 35 29.65 29.75 MAX: 1193.78 MAX: 1271.26
Apache IoTDB Device Count: 200 - Batch Size Per Write: 1 - Sensor Count: 500 OpenBenchmarking.org point/sec, More Is Better Apache IoTDB 1.1.2 Device Count: 200 - Batch Size Per Write: 1 - Sensor Count: 500 a b 300K 600K 900K 1200K 1500K 1333775.59 1298988.31
Apache IoTDB Device Count: 200 - Batch Size Per Write: 1 - Sensor Count: 200 OpenBenchmarking.org Average Latency, More Is Better Apache IoTDB 1.1.2 Device Count: 200 - Batch Size Per Write: 1 - Sensor Count: 200 a b 4 8 12 16 20 17.34 16.68 MAX: 866.08 MAX: 1251.48
Apache IoTDB Device Count: 200 - Batch Size Per Write: 1 - Sensor Count: 200 OpenBenchmarking.org point/sec, More Is Better Apache IoTDB 1.1.2 Device Count: 200 - Batch Size Per Write: 1 - Sensor Count: 200 a b 200K 400K 600K 800K 1000K 816344.20 812170.86
Apache IoTDB Device Count: 100 - Batch Size Per Write: 1 - Sensor Count: 500 OpenBenchmarking.org Average Latency, More Is Better Apache IoTDB 1.1.2 Device Count: 100 - Batch Size Per Write: 1 - Sensor Count: 500 a b 8 16 24 32 40 34.81 34.48 MAX: 1426.89 MAX: 1495.07
Apache IoTDB Device Count: 100 - Batch Size Per Write: 1 - Sensor Count: 500 OpenBenchmarking.org point/sec, More Is Better Apache IoTDB 1.1.2 Device Count: 100 - Batch Size Per Write: 1 - Sensor Count: 500 a b 200K 400K 600K 800K 1000K 996242.81 1009840.28
SVT-AV1 Encoder Mode: Preset 12 - Input: Bosphorus 4K OpenBenchmarking.org Frames Per Second, More Is Better SVT-AV1 1.6 Encoder Mode: Preset 12 - Input: Bosphorus 4K a b 8 16 24 32 40 SE +/- 0.91, N = 2 SE +/- 0.81, N = 2 35.50 28.98 1. (CXX) g++ options: -march=native -mno-avx -mavx2 -mavx512f -mavx512bw -mavx512dq
SVT-AV1 Encoder Mode: Preset 13 - Input: Bosphorus 4K OpenBenchmarking.org Frames Per Second, More Is Better SVT-AV1 1.6 Encoder Mode: Preset 13 - Input: Bosphorus 4K a b 8 16 24 32 40 SE +/- 2.10, N = 2 SE +/- 2.71, N = 2 34.05 30.98 1. (CXX) g++ options: -march=native -mno-avx -mavx2 -mavx512f -mavx512bw -mavx512dq
SVT-AV1 Encoder Mode: Preset 8 - Input: Bosphorus 1080p OpenBenchmarking.org Frames Per Second, More Is Better SVT-AV1 1.6 Encoder Mode: Preset 8 - Input: Bosphorus 1080p a b 8 16 24 32 40 SE +/- 0.87, N = 2 SE +/- 2.58, N = 2 35.74 31.01 1. (CXX) g++ options: -march=native -mno-avx -mavx2 -mavx512f -mavx512bw -mavx512dq
Apache IoTDB Device Count: 100 - Batch Size Per Write: 1 - Sensor Count: 200 OpenBenchmarking.org Average Latency, More Is Better Apache IoTDB 1.1.2 Device Count: 100 - Batch Size Per Write: 1 - Sensor Count: 200 a b 5 10 15 20 25 22.62 22.93 MAX: 1174.88 MAX: 1216.89
Apache IoTDB Device Count: 100 - Batch Size Per Write: 1 - Sensor Count: 200 OpenBenchmarking.org point/sec, More Is Better Apache IoTDB 1.1.2 Device Count: 100 - Batch Size Per Write: 1 - Sensor Count: 200 a b 110K 220K 330K 440K 550K 529599.00 524660.18
dav1d Video Input: Summer Nature 1080p OpenBenchmarking.org FPS, More Is Better dav1d 1.2.1 Video Input: Summer Nature 1080p a b 70 140 210 280 350 SE +/- 4.15, N = 2 SE +/- 2.55, N = 2 273.35 310.94 1. (CC) gcc options: -pthread -lm
vkpeak fp32-scalar OpenBenchmarking.org GFLOPS, More Is Better vkpeak 20230730 fp32-scalar a b 60 120 180 240 300 SE +/- 0.00, N = 2 SE +/- 0.01, N = 2 268.33 268.33
SVT-AV1 Encoder Mode: Preset 12 - Input: Bosphorus 1080p OpenBenchmarking.org Frames Per Second, More Is Better SVT-AV1 1.6 Encoder Mode: Preset 12 - Input: Bosphorus 1080p a b 30 60 90 120 150 SE +/- 0.24, N = 2 SE +/- 0.70, N = 2 154.60 157.69 1. (CXX) g++ options: -march=native -mno-avx -mavx2 -mavx512f -mavx512bw -mavx512dq
SVT-AV1 Encoder Mode: Preset 13 - Input: Bosphorus 1080p OpenBenchmarking.org Frames Per Second, More Is Better SVT-AV1 1.6 Encoder Mode: Preset 13 - Input: Bosphorus 1080p a b 50 100 150 200 250 SE +/- 0.66, N = 2 SE +/- 0.84, N = 2 202.85 206.77 1. (CXX) g++ options: -march=native -mno-avx -mavx2 -mavx512f -mavx512bw -mavx512dq
Phoronix Test Suite v10.8.5