Compare your own system(s) to this result file with the
Phoronix Test Suite by running the command:
phoronix-test-suite benchmark 2309136-PTS-LINUX66R72 Linux 6.6 Intel Core i9 13900K Raptor Lake - Phoronix Test Suite Linux 6.6 Intel Core i9 13900K Raptor Lake Intel Core i9-13900K Linux 6.4 / 6.5 / 6.6 Git benchmarks by Michael Larabel
HTML result view exported from: https://openbenchmarking.org/result/2309136-PTS-LINUX66R72&export=pdf&sor&grs .
Linux 6.6 Intel Core i9 13900K Raptor Lake Processor Motherboard Chipset Memory Disk Graphics Audio Monitor OS Kernel Desktop Display Server OpenGL OpenCL Vulkan Compiler File-System Screen Resolution Linux 6.4.14 Linux 6.5.1 Linux 6.6-rc1 Intel Core i9-13900K @ 5.50GHz (24 Cores / 32 Threads) ASUS PRIME Z790-P WIFI (0812 BIOS) Intel Device 7a27 32GB 1000GB Western Digital WDS100T1X0E-00AFY0 AMD Radeon RX 7700S/7600S/7600M XT 8GB (1940/1124MHz) Realtek ALC897 ASUS VP28U Ubuntu 22.04 6.4.14-060414-generic (x86_64) GNOME Shell 42.9 X Server 1.21.1.4 + Wayland 4.6 Mesa 23.3~git2308070600.777734~oibaf~j (git-7777349 2023-08-07 jammy-oibaf-ppa) (LLVM 15.0.7 DRM 3.52) OpenCL 1.1 Mesa 23.3~git2308020600.4de7e0~oibaf~j (git-4de7e00 2023-08-02 jammy-oibaf-ppa) + OpenCL 3.0 1.3.258 GCC 11.4.0 + Clang 16.0.6 + LLVM 16.0.6 ext4 3840x2160 6.5.1-060501-generic (x86_64) 4.6 Mesa 23.3~git2308070600.777734~oibaf~j (git-7777349 2023-08-07 jammy-oibaf-ppa) (LLVM 15.0.7 DRM 3.54) 6.6.0-060600rc1-generic (x86_64) OpenBenchmarking.org Kernel Details - Transparent Huge Pages: madvise Compiler 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: intel_pstate powersave (EPP: balance_performance) - CPU Microcode: 0x119 - Thermald 2.4.9 Python Details - Python 3.10.12 Security 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: Not affected + 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 RSB filling PBRSB-eIBRS: SW sequence + srbds: Not affected + tsx_async_abort: Not affected
Linux 6.6 Intel Core i9 13900K Raptor Lake redis: LPOP - 50 pyperformance: python_startup john-the-ripper: bcrypt svt-vp9: Visual Quality Optimized - Bosphorus 4K deepsparse: CV Segmentation, 90% Pruned YOLACT Pruned - Asynchronous Multi-Stream deepsparse: CV Segmentation, 90% Pruned YOLACT Pruned - Asynchronous Multi-Stream redis: GET - 50 svt-av1: Preset 8 - Bosphorus 4K vvenc: Bosphorus 4K - Faster john-the-ripper: WPA PSK aom-av1: Speed 10 Realtime - Bosphorus 4K 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 openvino: Vehicle Detection FP16 - CPU openvino: Vehicle Detection FP16 - CPU aom-av1: Speed 8 Realtime - Bosphorus 4K openvino: Face Detection FP16 - CPU vvenc: Bosphorus 1080p - Faster deepsparse: NLP Question Answering, BERT base uncased SQuaD 12layer Pruned90 - Asynchronous Multi-Stream nginx: 1000 deepsparse: NLP Question Answering, BERT base uncased SQuaD 12layer Pruned90 - Asynchronous Multi-Stream openvino: Face Detection FP16-INT8 - CPU openvino: Face Detection FP16-INT8 - CPU vvenc: Bosphorus 1080p - Fast openvino: Face Detection FP16 - CPU build-llvm: Ninja deepsparse: NLP Text Classification, BERT base uncased SST2 - Asynchronous Multi-Stream kvazaar: Bosphorus 4K - Ultra Fast deepsparse: NLP Text Classification, BERT base uncased SST2 - Asynchronous Multi-Stream deepsparse: BERT-Large, NLP Question Answering - Asynchronous Multi-Stream uvg266: Bosphorus 4K - Ultra Fast openvino: Person Detection FP32 - CPU deepsparse: BERT-Large, NLP Question Answering - Asynchronous Multi-Stream svt-av1: Preset 4 - Bosphorus 1080p openvino: Person Detection FP32 - CPU uvg266: Bosphorus 4K - Very Fast nginx: 100 pyperformance: raytrace pyperformance: nbody compress-7zip: Decompression Rating openvino: Person Detection FP16 - CPU openvino: Weld Porosity Detection FP16-INT8 - CPU kvazaar: Bosphorus 4K - Medium openvino: Weld Porosity Detection FP16-INT8 - CPU kvazaar: Bosphorus 4K - Very Fast svt-av1: Preset 4 - Bosphorus 4K openvino: Weld Porosity Detection FP16 - CPU openvino: Weld Porosity Detection FP16 - CPU svt-hevc: 1 - Bosphorus 1080p pyperformance: chaos openvino: Vehicle Detection FP16-INT8 - CPU openvino: Person Detection FP16 - CPU openvino: Vehicle Detection FP16-INT8 - CPU deepsparse: BERT-Large, NLP Question Answering, Sparse INT8 - Asynchronous Multi-Stream deepsparse: BERT-Large, NLP Question Answering, Sparse INT8 - Asynchronous Multi-Stream deepsparse: NLP Text Classification, DistilBERT mnli - Asynchronous Multi-Stream deepsparse: NLP Text Classification, DistilBERT mnli - Asynchronous Multi-Stream pyperformance: django_template deepsparse: CV Detection, YOLOv5s COCO - Asynchronous Multi-Stream nginx: 500 pyperformance: float uvg266: Bosphorus 4K - Super Fast uvg266: Bosphorus 4K - Medium kvazaar: Bosphorus 4K - Super Fast deepsparse: ResNet-50, Sparse INT8 - Asynchronous Multi-Stream deepsparse: ResNet-50, Sparse INT8 - Asynchronous Multi-Stream kvazaar: Bosphorus 1080p - Very Fast deepsparse: NLP Text Classification, BERT base uncased SST2, Sparse INT8 - Asynchronous Multi-Stream openvino: Age Gender Recognition Retail 0013 FP16-INT8 - CPU deepsparse: CV Detection, YOLOv5s COCO - Asynchronous Multi-Stream deepsparse: NLP Text Classification, BERT base uncased SST2, Sparse INT8 - Asynchronous Multi-Stream kvazaar: Bosphorus 1080p - Medium build-godot: Time To Compile openvino: Age Gender Recognition Retail 0013 FP16-INT8 - CPU deepsparse: CV Detection, YOLOv5s COCO, Sparse INT8 - Asynchronous Multi-Stream deepsparse: CV Detection, YOLOv5s COCO, Sparse INT8 - Asynchronous Multi-Stream blender: Fishy Cat - CPU-Only svt-hevc: 1 - Bosphorus 4K openvino: Machine Translation EN To DE FP16 - CPU openvino: Machine Translation EN To DE FP16 - CPU openvino: Age Gender Recognition Retail 0013 FP16 - CPU openvino: Age Gender Recognition Retail 0013 FP16 - CPU deepsparse: CV Classification, ResNet-50 ImageNet - Asynchronous Multi-Stream deepsparse: CV Classification, ResNet-50 ImageNet - Asynchronous Multi-Stream deepsparse: ResNet-50, Baseline - Asynchronous Multi-Stream deepsparse: ResNet-50, Baseline - Asynchronous Multi-Stream x265: Bosphorus 4K nginx: 200 blender: BMW27 - CPU-Only astcenc: Exhaustive deepsparse: NLP Token Classification, BERT base uncased conll2003 - Asynchronous Multi-Stream openvino: Person Vehicle Bike Detection FP16 - CPU openvino: Person Vehicle Bike Detection FP16 - CPU deepsparse: NLP Document Classification, oBERT base uncased on IMDB - Asynchronous Multi-Stream build-linux-kernel: defconfig pyperformance: crypto_pyaes vvenc: Bosphorus 4K - Fast avifenc: 2 deepsparse: NLP Document Classification, oBERT base uncased on IMDB - Asynchronous Multi-Stream deepsparse: NLP Token Classification, BERT base uncased conll2003 - Asynchronous Multi-Stream aom-av1: Speed 11 Realtime - Bosphorus 4K avifenc: 0 pyperformance: regex_compile uvg266: Bosphorus 1080p - Medium kvazaar: Bosphorus 1080p - Ultra Fast selenium: Octane - Google Chrome webp: Quality 100, Lossless, Highest Compression selenium: Octane - Firefox ocrmypdf: Processing 60 Page PDF Document redis: LPUSH - 50 selenium: Jetstream 2 - Firefox darktable: Masskrug - CPU-only selenium: Jetstream 2 - Google Chrome astcenc: Thorough svt-av1: Preset 13 - Bosphorus 4K gimp: rotate pyperformance: 2to3 gimp: auto-levels svt-av1: Preset 13 - Bosphorus 1080p selenium: WASM collisionDetection - Google Chrome gimp: unsharp-mask gimp: resize rawtherapee: Total Benchmark Time x265: Bosphorus 1080p aom-av1: Speed 9 Realtime - Bosphorus 4K selenium: Kraken - Firefox svt-av1: Preset 12 - Bosphorus 1080p astcenc: Medium darktable: Server Room - CPU-only sqlite-speedtest: Timed Time - Size 1,000 selenium: Kraken - Google Chrome simdjson: Kostya encode-flac: WAV To FLAC selenium: Speedometer - Google Chrome pyperformance: json_loads astcenc: Fast webp: Default pybench: Total For Average Test Times selenium: Speedometer - Firefox pyperformance: pathlib webp: Quality 100, Lossless selenium: PSPDFKit WASM - Firefox selenium: WASM collisionDetection - Firefox git: Time To Complete Common Git Commands tjbench: Decompression Throughput selenium: WASM imageConvolute - Google Chrome webp: Quality 100, Highest Compression simdjson: PartialTweets selenium: PSPDFKit WASM - Google Chrome simdjson: TopTweet simdjson: DistinctUserID webp: Quality 100 selenium: WASM imageConvolute - Firefox simdjson: LargeRand phpbench: PHP Benchmark Suite pyperformance: pickle_pure_python pyperformance: go darktable: Server Rack - CPU-only darktable: Boat - CPU-only redis: SADD - 50 redis: SET - 50 avifenc: 10, Lossless avifenc: 6, Lossless avifenc: 6 compress-7zip: Compression Rating uvg266: Bosphorus 1080p - Ultra Fast uvg266: Bosphorus 1080p - Super Fast uvg266: Bosphorus 1080p - Very Fast svt-vp9: Visual Quality Optimized - Bosphorus 1080p svt-vp9: PSNR/SSIM Optimized - Bosphorus 1080p svt-vp9: PSNR/SSIM Optimized - Bosphorus 4K svt-vp9: VMAF Optimized - Bosphorus 1080p svt-vp9: VMAF Optimized - Bosphorus 4K svt-hevc: 10 - Bosphorus 1080p svt-hevc: 7 - Bosphorus 1080p svt-hevc: 10 - Bosphorus 4K svt-hevc: 7 - Bosphorus 4K svt-av1: Preset 8 - Bosphorus 1080p svt-av1: Preset 12 - Bosphorus 4K kvazaar: Bosphorus 1080p - Super Fast aom-av1: Speed 11 Realtime - Bosphorus 1080p aom-av1: Speed 10 Realtime - Bosphorus 1080p aom-av1: Speed 9 Realtime - Bosphorus 1080p aom-av1: Speed 8 Realtime - Bosphorus 1080p aom-av1: Speed 6 Realtime - Bosphorus 1080p aom-av1: Speed 6 Realtime - Bosphorus 4K john-the-ripper: MD5 john-the-ripper: HMAC-SHA512 john-the-ripper: Blowfish wireguard: Linux 6.4.14 Linux 6.5.1 Linux 6.6-rc1 6527019.8 8.99 39253 120.36 20.8822 571.4478 6372860.8 73.421 15.403 58478 115.95 177.5103 67.5296 363.88 21.96 90.94 5.21 43.063 218.6991 178781.88 54.6711 480.58 16.54 21.386 1530.67 309.276 184.5694 69.36 64.9142 18.9839 48.98 2376.85 627.0945 14.948 3.30 37.05 194643.92 203 57.4 136248 2356.13 1490.03 18.31 16.10 40.58 5.118 56.34 425.19 21.09 44.4 9.15 3.34 872.96 56.5384 211.9237 131.0559 91.4992 20.9 98.0197 191291.62 46.3 39.78 13.18 51.10 1380.0453 8.6853 155.33 28.6116 15213.23 122.3752 418.8814 70.72 156.158 1.57 124.2028 96.3272 81.66 5.41 134.10 59.60 13875.03 1.72 54.8649 218.5281 217.0101 55.2824 32.24 195256.70 59.09 1.3386 15.5228 690.48 11.57 15.5909 44.032 49.3 7.594 35.381 763.8168 769.8651 111.35 73.138 80.3 51.37 260.80 113361 0.93 57866 9.244 3673940.00 241.302 2.084 382.751 14.4892 186.331 9.806 154 10.561 582.209 179.61 12.248 12.937 32.811 86.16 101.78 513.9 518.133 120.0901 1.548 31.268 351.0 5.37 11.082 441 11.7 336.8333 25.65 456 399 8.74 2.35 2161 222.0 32.053 308.833302 14.61 5.16 6.84 2354 7.87 8.1 16.59 14.9 1.91 1608855 189 108 0.102 2.076 4825673.1 4341185.0 3.534 5.378 3.768 181036 188.74 150.17 151.72 398.57 453.70 149.07 457.51 135.00 635.86 284.70 195.12 96.82 132.886 176.666 209.30 295.92 295.13 282.35 267.56 229.52 96.89 1838000 69673333 39743 95.211 3608927.58 9.12 31839 99.15 17.8768 664.9009 5409166.1 63.283 13.255 50665 105.82 155.0658 77.3031 317.31 25.18 83.39 4.56 37.673 244.9493 159455.41 48.8254 537.88 14.82 18.823 1732.57 350.227 207.7868 62.04 57.6708 16.8019 43.40 2659.28 706.2146 13.277 2.95 32.96 173181.72 227 64.3 121434 2638.93 1335.97 16.34 17.95 36.23 4.570 62.12 385.73 19.09 49.7 10.23 2.99 781.75 62.5842 191.4416 117.4405 102.0895 23.3 87.9345 171679.65 50.7 35.72 11.93 45.91 1248.9354 9.5956 139.82 31.6750 13817.99 135.8479 378.5261 63.70 173.265 1.73 137.6621 86.9965 89.90 4.91 147.34 54.23 12689.87 1.88 60.6321 197.8313 197.8312 60.6204 29.39 176902.95 64.84 1.2359 14.2462 630.92 12.66 14.3944 48.127 53.8 6.958 38.534 824.9693 828.7640 108.21 78.028 85.4 48.34 246.33 108124 0.88 55011 9.652 3712129.75 233.767 2.002 367.902 15.0178 180.877 9.467 154 10.274 564.988 176.38 11.906 12.839 33.495 84.27 103.95 505.1 509.356 122.1162 1.535 31.137 355.3 5.31 11.156 440 11.8 339.5478 25.80 454 400 8.78 2.34 2158 222.3 32.062 309.220574 14.63 5.17 6.84 2357 7.88 8.1 16.60 14.9 1.91 1473031 207 117 0.094 1.944 4320145.38 4091086.13 3.773 6.081 3.768 161199 162.10 141.05 123.50 368.11 460.39 100.67 456.32 96.35 583.51 284.51 127.68 89.44 128.519 171.524 186.74 305.18 296.42 290.39 263.42 242.99 88.81 1598714 57671917 31828 95.084 3574286.00 13.2 38225 102.07 21.0894 564.1260 5432508.7 74.361 14.842 58861 99.98 178.5691 67.1375 359.56 22.17 79.37 5.22 40.929 215.1177 181548.67 55.5626 472.84 16.84 21.025 1527.69 310.104 183.5038 70.21 65.2007 18.7263 47.18 2358.66 635.3426 14.415 3.32 35.89 191219.52 202 57.3 135435 2354.17 1497.35 17.96 16.02 40.48 5.079 55.47 431.89 21.37 44.5 9.22 3.33 854.42 56.0735 213.6458 130.7895 91.6955 21.0 98.0054 191326.52 45.5 38.69 13.28 50.28 1390.0340 8.6225 139.94 28.5176 15347.17 122.3300 420.3307 66.27 156.878 1.56 124.2673 96.4148 81.12 5.44 133.02 60.06 14053.46 1.70 54.8408 218.6929 218.5022 54.8862 32.45 192417.90 58.80 1.3600 15.6165 666.94 11.91 15.7495 44.009 49.2 7.607 35.582 759.0957 765.2426 103.07 73.428 80.4 50.42 246.36 114315 0.93 58047 9.179 3842480.21 243.408 2.070 377.057 14.8217 179.803 9.696 159 10.607 582.351 181.58 12.215 13.189 33.657 85.24 101.69 508.1 511.298 120.4938 1.558 30.835 354.2 5.31 11.043 437 11.7 337.7643 25.83 453 398 8.78 2.34 2164 222.6 31.986 309.547454 14.60 5.16 6.83 2355 7.88 8.09 16.58 14.9 1.91 1641215 190 108 0.106 2.057 4814183.7 4207756.96 3.559 5.336 3.617 179477 173.19 152.80 138.54 400.14 494.53 106.17 486.87 105.29 669.40 301.06 123.90 96.09 132.919 178.672 194.68 300.50 285.01 296.54 283.47 247.18 82.99 1648967 63281250 37496 112.562 OpenBenchmarking.org
Redis Test: LPOP - Parallel Connections: 50 OpenBenchmarking.org Requests Per Second, More Is Better Redis 7.0.4 Test: LPOP - Parallel Connections: 50 Linux 6.4.14 Linux 6.5.1 Linux 6.6-rc1 1.4M 2.8M 4.2M 5.6M 7M SE +/- 61180.11, N = 14 SE +/- 26986.45, N = 3 SE +/- 24192.95, N = 3 6527019.80 3608927.58 3574286.00 1. (CXX) g++ options: -MM -MT -g3 -fvisibility=hidden -O3
PyPerformance Benchmark: python_startup OpenBenchmarking.org Milliseconds, Fewer Is Better PyPerformance 1.0.0 Benchmark: python_startup Linux 6.4.14 Linux 6.5.1 Linux 6.6-rc1 3 6 9 12 15 SE +/- 0.10, N = 3 SE +/- 0.09, N = 5 SE +/- 0.12, N = 3 8.99 9.12 13.20
John The Ripper Test: bcrypt OpenBenchmarking.org Real C/S, More Is Better John The Ripper 2023.03.14 Test: bcrypt Linux 6.4.14 Linux 6.6-rc1 Linux 6.5.1 8K 16K 24K 32K 40K SE +/- 565.21, N = 3 SE +/- 130.71, N = 3 SE +/- 511.59, N = 12 39253 38225 31839 1. (CC) gcc options: -m64 -lssl -lcrypto -fopenmp -lm -lrt -lz -ldl -lcrypt
SVT-VP9 Tuning: Visual Quality Optimized - Input: Bosphorus 4K OpenBenchmarking.org Frames Per Second, More Is Better SVT-VP9 0.3 Tuning: Visual Quality Optimized - Input: Bosphorus 4K Linux 6.4.14 Linux 6.6-rc1 Linux 6.5.1 30 60 90 120 150 SE +/- 0.72, N = 3 SE +/- 0.97, N = 3 SE +/- 1.14, N = 15 120.36 102.07 99.15 1. (CC) gcc options: -O3 -fcommon -fPIE -fPIC -fvisibility=hidden -pie -rdynamic -lpthread -lrt -lm
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 Linux 6.6-rc1 Linux 6.4.14 Linux 6.5.1 5 10 15 20 25 SE +/- 0.05, N = 3 SE +/- 0.04, N = 3 SE +/- 0.05, N = 3 21.09 20.88 17.88
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 Linux 6.6-rc1 Linux 6.4.14 Linux 6.5.1 140 280 420 560 700 SE +/- 0.68, N = 3 SE +/- 0.69, N = 3 SE +/- 1.80, N = 3 564.13 571.45 664.90
Redis Test: GET - Parallel Connections: 50 OpenBenchmarking.org Requests Per Second, More Is Better Redis 7.0.4 Test: GET - Parallel Connections: 50 Linux 6.4.14 Linux 6.6-rc1 Linux 6.5.1 1.4M 2.8M 4.2M 5.6M 7M SE +/- 21190.91, N = 3 SE +/- 32399.38, N = 3 SE +/- 59708.19, N = 4 6372860.8 5432508.7 5409166.1 1. (CXX) g++ options: -MM -MT -g3 -fvisibility=hidden -O3
SVT-AV1 Encoder Mode: Preset 8 - Input: Bosphorus 4K OpenBenchmarking.org Frames Per Second, More Is Better SVT-AV1 1.7 Encoder Mode: Preset 8 - Input: Bosphorus 4K Linux 6.6-rc1 Linux 6.4.14 Linux 6.5.1 20 40 60 80 100 SE +/- 0.55, N = 3 SE +/- 0.93, N = 3 SE +/- 0.32, N = 3 74.36 73.42 63.28 1. (CXX) g++ options: -fPIE -mavx512vl -std=gnu++11
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 Linux 6.4.14 Linux 6.6-rc1 Linux 6.5.1 4 8 12 16 20 SE +/- 0.09, N = 3 SE +/- 0.14, N = 3 SE +/- 0.18, N = 3 15.40 14.84 13.26 1. (CXX) g++ options: -O3 -flto -fno-fat-lto-objects -flto=auto
John The Ripper Test: WPA PSK OpenBenchmarking.org Real C/S, More Is Better John The Ripper 2023.03.14 Test: WPA PSK Linux 6.6-rc1 Linux 6.4.14 Linux 6.5.1 13K 26K 39K 52K 65K SE +/- 209.73, N = 3 SE +/- 162.78, N = 3 SE +/- 162.03, N = 3 58861 58478 50665 1. (CC) gcc options: -m64 -lssl -lcrypto -fopenmp -lm -lrt -lz -ldl -lcrypt
AOM AV1 Encoder Mode: Speed 10 Realtime - Input: Bosphorus 4K OpenBenchmarking.org Frames Per Second, More Is Better AOM AV1 3.7 Encoder Mode: Speed 10 Realtime - Input: Bosphorus 4K Linux 6.4.14 Linux 6.5.1 Linux 6.6-rc1 30 60 90 120 150 SE +/- 0.33, N = 3 SE +/- 1.05, N = 6 SE +/- 0.68, N = 15 115.95 105.82 99.98 1. (CXX) g++ options: -O3 -std=c++11 -U_FORTIFY_SOURCE -lm
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 Linux 6.6-rc1 Linux 6.4.14 Linux 6.5.1 40 80 120 160 200 SE +/- 1.04, N = 3 SE +/- 0.79, N = 3 SE +/- 0.30, N = 3 178.57 177.51 155.07
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 Linux 6.6-rc1 Linux 6.4.14 Linux 6.5.1 20 40 60 80 100 SE +/- 0.39, N = 3 SE +/- 0.29, N = 3 SE +/- 0.16, N = 3 67.14 67.53 77.30
OpenVINO Model: Vehicle Detection FP16 - Device: CPU OpenBenchmarking.org FPS, More Is Better OpenVINO 2022.3 Model: Vehicle Detection FP16 - Device: CPU Linux 6.4.14 Linux 6.6-rc1 Linux 6.5.1 80 160 240 320 400 SE +/- 1.67, N = 3 SE +/- 0.45, N = 3 SE +/- 0.37, N = 3 363.88 359.56 317.31 1. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -pie -ldl
OpenVINO Model: Vehicle Detection FP16 - Device: CPU OpenBenchmarking.org ms, Fewer Is Better OpenVINO 2022.3 Model: Vehicle Detection FP16 - Device: CPU Linux 6.4.14 Linux 6.6-rc1 Linux 6.5.1 6 12 18 24 30 SE +/- 0.10, N = 3 SE +/- 0.03, N = 3 SE +/- 0.03, N = 3 21.96 22.17 25.18 MIN: 12.48 / MAX: 92.92 MIN: 12.18 / MAX: 92.23 MIN: 12.04 / MAX: 268.7 1. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -pie -ldl
AOM AV1 Encoder Mode: Speed 8 Realtime - Input: Bosphorus 4K OpenBenchmarking.org Frames Per Second, More Is Better AOM AV1 3.7 Encoder Mode: Speed 8 Realtime - Input: Bosphorus 4K Linux 6.4.14 Linux 6.5.1 Linux 6.6-rc1 20 40 60 80 100 SE +/- 0.93, N = 5 SE +/- 1.29, N = 14 SE +/- 0.71, N = 15 90.94 83.39 79.37 1. (CXX) g++ options: -O3 -std=c++11 -U_FORTIFY_SOURCE -lm
OpenVINO Model: Face Detection FP16 - Device: CPU OpenBenchmarking.org FPS, More Is Better OpenVINO 2022.3 Model: Face Detection FP16 - Device: CPU Linux 6.6-rc1 Linux 6.4.14 Linux 6.5.1 1.1745 2.349 3.5235 4.698 5.8725 SE +/- 0.02, N = 3 SE +/- 0.01, N = 3 SE +/- 0.00, N = 3 5.22 5.21 4.56 1. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -pie -ldl
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 Linux 6.4.14 Linux 6.6-rc1 Linux 6.5.1 10 20 30 40 50 SE +/- 0.40, N = 3 SE +/- 0.26, N = 3 SE +/- 0.41, N = 15 43.06 40.93 37.67 1. (CXX) g++ options: -O3 -flto -fno-fat-lto-objects -flto=auto
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 Linux 6.6-rc1 Linux 6.4.14 Linux 6.5.1 50 100 150 200 250 SE +/- 0.47, N = 3 SE +/- 0.93, N = 3 SE +/- 1.56, N = 3 215.12 218.70 244.95
nginx Connections: 1000 OpenBenchmarking.org Requests Per Second, More Is Better nginx 1.23.2 Connections: 1000 Linux 6.6-rc1 Linux 6.4.14 Linux 6.5.1 40K 80K 120K 160K 200K SE +/- 405.81, N = 3 SE +/- 206.63, N = 3 SE +/- 193.59, N = 3 181548.67 178781.88 159455.41 1. (CC) gcc options: -lluajit-5.1 -lm -lssl -lcrypto -lpthread -ldl -std=c99 -O2
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 Linux 6.6-rc1 Linux 6.4.14 Linux 6.5.1 12 24 36 48 60 SE +/- 0.12, N = 3 SE +/- 0.19, N = 3 SE +/- 0.33, N = 3 55.56 54.67 48.83
OpenVINO Model: Face Detection FP16-INT8 - Device: CPU OpenBenchmarking.org ms, Fewer Is Better OpenVINO 2022.3 Model: Face Detection FP16-INT8 - Device: CPU Linux 6.6-rc1 Linux 6.4.14 Linux 6.5.1 120 240 360 480 600 SE +/- 0.44, N = 3 SE +/- 2.53, N = 3 SE +/- 1.24, N = 3 472.84 480.58 537.88 MIN: 277.17 / MAX: 1075.52 MIN: 281.91 / MAX: 1819.21 MIN: 283.72 / MAX: 1567.74 1. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -pie -ldl
OpenVINO Model: Face Detection FP16-INT8 - Device: CPU OpenBenchmarking.org FPS, More Is Better OpenVINO 2022.3 Model: Face Detection FP16-INT8 - Device: CPU Linux 6.6-rc1 Linux 6.4.14 Linux 6.5.1 4 8 12 16 20 SE +/- 0.02, N = 3 SE +/- 0.10, N = 3 SE +/- 0.04, N = 3 16.84 16.54 14.82 1. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -pie -ldl
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 Linux 6.4.14 Linux 6.6-rc1 Linux 6.5.1 5 10 15 20 25 SE +/- 0.19, N = 3 SE +/- 0.24, N = 3 SE +/- 0.23, N = 4 21.39 21.03 18.82 1. (CXX) g++ options: -O3 -flto -fno-fat-lto-objects -flto=auto
OpenVINO Model: Face Detection FP16 - Device: CPU OpenBenchmarking.org ms, Fewer Is Better OpenVINO 2022.3 Model: Face Detection FP16 - Device: CPU Linux 6.6-rc1 Linux 6.4.14 Linux 6.5.1 400 800 1200 1600 2000 SE +/- 4.26, N = 3 SE +/- 2.73, N = 3 SE +/- 3.95, N = 3 1527.69 1530.67 1732.57 MIN: 1245.52 / MAX: 2434.1 MIN: 1261.48 / MAX: 2153.42 MIN: 1219.45 / MAX: 2642.28 1. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -pie -ldl
Timed LLVM Compilation Build System: Ninja OpenBenchmarking.org Seconds, Fewer Is Better Timed LLVM Compilation 16.0 Build System: Ninja Linux 6.4.14 Linux 6.6-rc1 Linux 6.5.1 80 160 240 320 400 SE +/- 0.57, N = 3 SE +/- 0.47, N = 3 SE +/- 0.59, N = 3 309.28 310.10 350.23
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 Linux 6.6-rc1 Linux 6.4.14 Linux 6.5.1 50 100 150 200 250 SE +/- 0.39, N = 3 SE +/- 0.35, N = 3 SE +/- 1.57, N = 3 183.50 184.57 207.79
Kvazaar Video Input: Bosphorus 4K - Video Preset: Ultra Fast OpenBenchmarking.org Frames Per Second, More Is Better Kvazaar 2.2 Video Input: Bosphorus 4K - Video Preset: Ultra Fast Linux 6.6-rc1 Linux 6.4.14 Linux 6.5.1 16 32 48 64 80 SE +/- 0.58, N = 9 SE +/- 1.13, N = 12 SE +/- 0.23, N = 3 70.21 69.36 62.04 1. (CC) gcc options: -pthread -ftree-vectorize -fvisibility=hidden -O2 -lpthread -lm -lrt
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 Linux 6.6-rc1 Linux 6.4.14 Linux 6.5.1 15 30 45 60 75 SE +/- 0.15, N = 3 SE +/- 0.14, N = 3 SE +/- 0.47, N = 3 65.20 64.91 57.67
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 Linux 6.4.14 Linux 6.6-rc1 Linux 6.5.1 5 10 15 20 25 SE +/- 0.20, N = 3 SE +/- 0.02, N = 3 SE +/- 0.06, N = 3 18.98 18.73 16.80
uvg266 Video Input: Bosphorus 4K - Video Preset: Ultra Fast OpenBenchmarking.org Frames Per Second, More Is Better uvg266 0.4.1 Video Input: Bosphorus 4K - Video Preset: Ultra Fast Linux 6.4.14 Linux 6.6-rc1 Linux 6.5.1 11 22 33 44 55 SE +/- 0.13, N = 3 SE +/- 0.31, N = 15 SE +/- 0.34, N = 15 48.98 47.18 43.40
OpenVINO Model: Person Detection FP32 - Device: CPU OpenBenchmarking.org ms, Fewer Is Better OpenVINO 2022.3 Model: Person Detection FP32 - Device: CPU Linux 6.6-rc1 Linux 6.4.14 Linux 6.5.1 600 1200 1800 2400 3000 SE +/- 1.81, N = 3 SE +/- 2.59, N = 3 SE +/- 7.80, N = 3 2358.66 2376.85 2659.28 MIN: 1633.33 / MAX: 3064.46 MIN: 1653.87 / MAX: 3128.88 MIN: 1744.63 / MAX: 3523.32 1. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -pie -ldl
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 Linux 6.4.14 Linux 6.6-rc1 Linux 6.5.1 150 300 450 600 750 SE +/- 5.83, N = 3 SE +/- 0.52, N = 3 SE +/- 1.88, N = 3 627.09 635.34 706.21
SVT-AV1 Encoder Mode: Preset 4 - Input: Bosphorus 1080p OpenBenchmarking.org Frames Per Second, More Is Better SVT-AV1 1.7 Encoder Mode: Preset 4 - Input: Bosphorus 1080p Linux 6.4.14 Linux 6.6-rc1 Linux 6.5.1 4 8 12 16 20 SE +/- 0.05, N = 3 SE +/- 0.03, N = 3 SE +/- 0.16, N = 15 14.95 14.42 13.28 1. (CXX) g++ options: -fPIE -mavx512vl -std=gnu++11
OpenVINO Model: Person Detection FP32 - Device: CPU OpenBenchmarking.org FPS, More Is Better OpenVINO 2022.3 Model: Person Detection FP32 - Device: CPU Linux 6.6-rc1 Linux 6.4.14 Linux 6.5.1 0.747 1.494 2.241 2.988 3.735 SE +/- 0.00, N = 3 SE +/- 0.01, N = 3 SE +/- 0.01, N = 3 3.32 3.30 2.95 1. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -pie -ldl
uvg266 Video Input: Bosphorus 4K - Video Preset: Very Fast OpenBenchmarking.org Frames Per Second, More Is Better uvg266 0.4.1 Video Input: Bosphorus 4K - Video Preset: Very Fast Linux 6.4.14 Linux 6.6-rc1 Linux 6.5.1 9 18 27 36 45 SE +/- 0.07, N = 3 SE +/- 0.49, N = 3 SE +/- 0.38, N = 4 37.05 35.89 32.96
nginx Connections: 100 OpenBenchmarking.org Requests Per Second, More Is Better nginx 1.23.2 Connections: 100 Linux 6.4.14 Linux 6.6-rc1 Linux 6.5.1 40K 80K 120K 160K 200K SE +/- 863.45, N = 3 SE +/- 662.36, N = 3 SE +/- 909.81, N = 3 194643.92 191219.52 173181.72 1. (CC) gcc options: -lluajit-5.1 -lm -lssl -lcrypto -lpthread -ldl -std=c99 -O2
PyPerformance Benchmark: raytrace OpenBenchmarking.org Milliseconds, Fewer Is Better PyPerformance 1.0.0 Benchmark: raytrace Linux 6.6-rc1 Linux 6.4.14 Linux 6.5.1 50 100 150 200 250 SE +/- 0.33, N = 3 SE +/- 0.00, N = 3 SE +/- 2.93, N = 15 202 203 227
PyPerformance Benchmark: nbody OpenBenchmarking.org Milliseconds, Fewer Is Better PyPerformance 1.0.0 Benchmark: nbody Linux 6.6-rc1 Linux 6.4.14 Linux 6.5.1 14 28 42 56 70 SE +/- 0.13, N = 3 SE +/- 0.51, N = 3 SE +/- 0.70, N = 3 57.3 57.4 64.3
7-Zip Compression Test: Decompression Rating OpenBenchmarking.org MIPS, More Is Better 7-Zip Compression 22.01 Test: Decompression Rating Linux 6.4.14 Linux 6.6-rc1 Linux 6.5.1 30K 60K 90K 120K 150K SE +/- 700.09, N = 3 SE +/- 699.70, N = 3 SE +/- 1026.66, N = 15 136248 135435 121434 1. (CXX) g++ options: -lpthread -ldl -O2 -fPIC
OpenVINO Model: Person Detection FP16 - Device: CPU OpenBenchmarking.org ms, Fewer Is Better OpenVINO 2022.3 Model: Person Detection FP16 - Device: CPU Linux 6.6-rc1 Linux 6.4.14 Linux 6.5.1 600 1200 1800 2400 3000 SE +/- 7.60, N = 3 SE +/- 6.89, N = 3 SE +/- 5.22, N = 3 2354.17 2356.13 2638.93 MIN: 1820.77 / MAX: 3381.57 MIN: 1722.27 / MAX: 3041.75 MIN: 1728.66 / MAX: 3518.83 1. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -pie -ldl
OpenVINO Model: Weld Porosity Detection FP16-INT8 - Device: CPU OpenBenchmarking.org FPS, More Is Better OpenVINO 2022.3 Model: Weld Porosity Detection FP16-INT8 - Device: CPU Linux 6.6-rc1 Linux 6.4.14 Linux 6.5.1 300 600 900 1200 1500 SE +/- 1.43, N = 3 SE +/- 0.91, N = 3 SE +/- 2.42, N = 3 1497.35 1490.03 1335.97 1. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -pie -ldl
Kvazaar Video Input: Bosphorus 4K - Video Preset: Medium OpenBenchmarking.org Frames Per Second, More Is Better Kvazaar 2.2 Video Input: Bosphorus 4K - Video Preset: Medium Linux 6.4.14 Linux 6.6-rc1 Linux 6.5.1 5 10 15 20 25 SE +/- 0.15, N = 3 SE +/- 0.14, N = 12 SE +/- 0.04, N = 3 18.31 17.96 16.34 1. (CC) gcc options: -pthread -ftree-vectorize -fvisibility=hidden -O2 -lpthread -lm -lrt
OpenVINO Model: Weld Porosity Detection FP16-INT8 - Device: CPU OpenBenchmarking.org ms, Fewer Is Better OpenVINO 2022.3 Model: Weld Porosity Detection FP16-INT8 - Device: CPU Linux 6.6-rc1 Linux 6.4.14 Linux 6.5.1 4 8 12 16 20 SE +/- 0.02, N = 3 SE +/- 0.01, N = 3 SE +/- 0.03, N = 3 16.02 16.10 17.95 MIN: 9.1 / MAX: 136.77 MIN: 9.11 / MAX: 137.77 MIN: 9.65 / MAX: 145.04 1. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -pie -ldl
Kvazaar Video Input: Bosphorus 4K - Video Preset: Very Fast OpenBenchmarking.org Frames Per Second, More Is Better Kvazaar 2.2 Video Input: Bosphorus 4K - Video Preset: Very Fast Linux 6.4.14 Linux 6.6-rc1 Linux 6.5.1 9 18 27 36 45 SE +/- 0.53, N = 3 SE +/- 0.49, N = 4 SE +/- 0.34, N = 15 40.58 40.48 36.23 1. (CC) gcc options: -pthread -ftree-vectorize -fvisibility=hidden -O2 -lpthread -lm -lrt
SVT-AV1 Encoder Mode: Preset 4 - Input: Bosphorus 4K OpenBenchmarking.org Frames Per Second, More Is Better SVT-AV1 1.7 Encoder Mode: Preset 4 - Input: Bosphorus 4K Linux 6.4.14 Linux 6.6-rc1 Linux 6.5.1 1.1516 2.3032 3.4548 4.6064 5.758 SE +/- 0.029, N = 3 SE +/- 0.018, N = 3 SE +/- 0.032, N = 15 5.118 5.079 4.570 1. (CXX) g++ options: -fPIE -mavx512vl -std=gnu++11
OpenVINO Model: Weld Porosity Detection FP16 - Device: CPU OpenBenchmarking.org ms, Fewer Is Better OpenVINO 2022.3 Model: Weld Porosity Detection FP16 - Device: CPU Linux 6.6-rc1 Linux 6.4.14 Linux 6.5.1 14 28 42 56 70 SE +/- 0.16, N = 3 SE +/- 0.21, N = 3 SE +/- 0.12, N = 3 55.47 56.34 62.12 MIN: 23.14 / MAX: 211.78 MIN: 29.26 / MAX: 335.02 MIN: 31.33 / MAX: 333.99 1. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -pie -ldl
OpenVINO Model: Weld Porosity Detection FP16 - Device: CPU OpenBenchmarking.org FPS, More Is Better OpenVINO 2022.3 Model: Weld Porosity Detection FP16 - Device: CPU Linux 6.6-rc1 Linux 6.4.14 Linux 6.5.1 90 180 270 360 450 SE +/- 1.22, N = 3 SE +/- 1.55, N = 3 SE +/- 0.80, N = 3 431.89 425.19 385.73 1. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -pie -ldl
SVT-HEVC Tuning: 1 - Input: Bosphorus 1080p OpenBenchmarking.org Frames Per Second, More Is Better SVT-HEVC 1.5.0 Tuning: 1 - Input: Bosphorus 1080p Linux 6.6-rc1 Linux 6.4.14 Linux 6.5.1 5 10 15 20 25 SE +/- 0.19, N = 3 SE +/- 0.09, N = 3 SE +/- 0.18, N = 3 21.37 21.09 19.09 1. (CC) gcc options: -fPIE -fPIC -O3 -O2 -pie -rdynamic -lpthread -lrt
PyPerformance Benchmark: chaos OpenBenchmarking.org Milliseconds, Fewer Is Better PyPerformance 1.0.0 Benchmark: chaos Linux 6.4.14 Linux 6.6-rc1 Linux 6.5.1 11 22 33 44 55 SE +/- 0.06, N = 3 SE +/- 0.03, N = 3 SE +/- 0.61, N = 15 44.4 44.5 49.7
OpenVINO Model: Vehicle Detection FP16-INT8 - Device: CPU OpenBenchmarking.org ms, Fewer Is Better OpenVINO 2022.3 Model: Vehicle Detection FP16-INT8 - Device: CPU Linux 6.4.14 Linux 6.6-rc1 Linux 6.5.1 3 6 9 12 15 SE +/- 0.02, N = 3 SE +/- 0.01, N = 3 SE +/- 0.06, N = 3 9.15 9.22 10.23 MIN: 5.63 / MAX: 63.19 MIN: 5.62 / MAX: 64.74 MIN: 5.61 / MAX: 80.94 1. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -pie -ldl
OpenVINO Model: Person Detection FP16 - Device: CPU OpenBenchmarking.org FPS, More Is Better OpenVINO 2022.3 Model: Person Detection FP16 - Device: CPU Linux 6.4.14 Linux 6.6-rc1 Linux 6.5.1 0.7515 1.503 2.2545 3.006 3.7575 SE +/- 0.02, N = 3 SE +/- 0.01, N = 3 SE +/- 0.01, N = 3 3.34 3.33 2.99 1. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -pie -ldl
OpenVINO Model: Vehicle Detection FP16-INT8 - Device: CPU OpenBenchmarking.org FPS, More Is Better OpenVINO 2022.3 Model: Vehicle Detection FP16-INT8 - Device: CPU Linux 6.4.14 Linux 6.6-rc1 Linux 6.5.1 200 400 600 800 1000 SE +/- 1.97, N = 3 SE +/- 1.32, N = 3 SE +/- 4.97, N = 3 872.96 854.42 781.75 1. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -pie -ldl
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 Linux 6.6-rc1 Linux 6.4.14 Linux 6.5.1 14 28 42 56 70 SE +/- 0.09, N = 3 SE +/- 0.07, N = 3 SE +/- 0.16, N = 3 56.07 56.54 62.58
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 Linux 6.6-rc1 Linux 6.4.14 Linux 6.5.1 50 100 150 200 250 SE +/- 0.35, N = 3 SE +/- 0.26, N = 3 SE +/- 0.48, N = 3 213.65 211.92 191.44
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 Linux 6.4.14 Linux 6.6-rc1 Linux 6.5.1 30 60 90 120 150 SE +/- 0.28, N = 3 SE +/- 0.30, N = 3 SE +/- 0.12, N = 3 131.06 130.79 117.44
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 Linux 6.4.14 Linux 6.6-rc1 Linux 6.5.1 20 40 60 80 100 SE +/- 0.17, N = 3 SE +/- 0.20, N = 3 SE +/- 0.11, N = 3 91.50 91.70 102.09
PyPerformance Benchmark: django_template OpenBenchmarking.org Milliseconds, Fewer Is Better PyPerformance 1.0.0 Benchmark: django_template Linux 6.4.14 Linux 6.6-rc1 Linux 6.5.1 6 12 18 24 30 SE +/- 0.00, N = 3 SE +/- 0.03, N = 3 SE +/- 0.28, N = 3 20.9 21.0 23.3
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 Linux 6.4.14 Linux 6.6-rc1 Linux 6.5.1 20 40 60 80 100 SE +/- 0.60, N = 3 SE +/- 0.18, N = 3 SE +/- 0.35, N = 3 98.02 98.01 87.93
nginx Connections: 500 OpenBenchmarking.org Requests Per Second, More Is Better nginx 1.23.2 Connections: 500 Linux 6.6-rc1 Linux 6.4.14 Linux 6.5.1 40K 80K 120K 160K 200K SE +/- 444.27, N = 3 SE +/- 355.54, N = 3 SE +/- 255.25, N = 3 191326.52 191291.62 171679.65 1. (CC) gcc options: -lluajit-5.1 -lm -lssl -lcrypto -lpthread -ldl -std=c99 -O2
PyPerformance Benchmark: float OpenBenchmarking.org Milliseconds, Fewer Is Better PyPerformance 1.0.0 Benchmark: float Linux 6.6-rc1 Linux 6.4.14 Linux 6.5.1 11 22 33 44 55 SE +/- 0.06, N = 3 SE +/- 0.06, N = 3 SE +/- 0.65, N = 13 45.5 46.3 50.7
uvg266 Video Input: Bosphorus 4K - Video Preset: Super Fast OpenBenchmarking.org Frames Per Second, More Is Better uvg266 0.4.1 Video Input: Bosphorus 4K - Video Preset: Super Fast Linux 6.4.14 Linux 6.6-rc1 Linux 6.5.1 9 18 27 36 45 SE +/- 0.09, N = 3 SE +/- 0.25, N = 3 SE +/- 0.26, N = 15 39.78 38.69 35.72
uvg266 Video Input: Bosphorus 4K - Video Preset: Medium OpenBenchmarking.org Frames Per Second, More Is Better uvg266 0.4.1 Video Input: Bosphorus 4K - Video Preset: Medium Linux 6.6-rc1 Linux 6.4.14 Linux 6.5.1 3 6 9 12 15 SE +/- 0.04, N = 3 SE +/- 0.15, N = 3 SE +/- 0.02, N = 3 13.28 13.18 11.93
Kvazaar Video Input: Bosphorus 4K - Video Preset: Super Fast OpenBenchmarking.org Frames Per Second, More Is Better Kvazaar 2.2 Video Input: Bosphorus 4K - Video Preset: Super Fast Linux 6.4.14 Linux 6.6-rc1 Linux 6.5.1 12 24 36 48 60 SE +/- 0.43, N = 15 SE +/- 0.70, N = 3 SE +/- 0.37, N = 15 51.10 50.28 45.91 1. (CC) gcc options: -pthread -ftree-vectorize -fvisibility=hidden -O2 -lpthread -lm -lrt
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 Linux 6.6-rc1 Linux 6.4.14 Linux 6.5.1 300 600 900 1200 1500 SE +/- 3.04, N = 3 SE +/- 0.47, N = 3 SE +/- 3.12, N = 3 1390.03 1380.05 1248.94
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 Linux 6.6-rc1 Linux 6.4.14 Linux 6.5.1 3 6 9 12 15 SE +/- 0.0179, N = 3 SE +/- 0.0024, N = 3 SE +/- 0.0246, N = 3 8.6225 8.6853 9.5956
Kvazaar Video Input: Bosphorus 1080p - Video Preset: Very Fast OpenBenchmarking.org Frames Per Second, More Is Better Kvazaar 2.2 Video Input: Bosphorus 1080p - Video Preset: Very Fast Linux 6.4.14 Linux 6.6-rc1 Linux 6.5.1 30 60 90 120 150 SE +/- 1.43, N = 7 SE +/- 1.58, N = 3 SE +/- 1.35, N = 3 155.33 139.94 139.82 1. (CC) gcc options: -pthread -ftree-vectorize -fvisibility=hidden -O2 -lpthread -lm -lrt
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 Linux 6.6-rc1 Linux 6.4.14 Linux 6.5.1 7 14 21 28 35 SE +/- 0.02, N = 3 SE +/- 0.05, N = 3 SE +/- 0.03, N = 3 28.52 28.61 31.68
OpenVINO Model: Age Gender Recognition Retail 0013 FP16-INT8 - Device: CPU OpenBenchmarking.org FPS, More Is Better OpenVINO 2022.3 Model: Age Gender Recognition Retail 0013 FP16-INT8 - Device: CPU Linux 6.6-rc1 Linux 6.4.14 Linux 6.5.1 3K 6K 9K 12K 15K SE +/- 12.91, N = 3 SE +/- 10.06, N = 3 SE +/- 6.22, N = 3 15347.17 15213.23 13817.99 1. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -pie -ldl
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 Linux 6.6-rc1 Linux 6.4.14 Linux 6.5.1 30 60 90 120 150 SE +/- 0.22, N = 3 SE +/- 0.75, N = 3 SE +/- 0.56, N = 3 122.33 122.38 135.85
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 Linux 6.6-rc1 Linux 6.4.14 Linux 6.5.1 90 180 270 360 450 SE +/- 0.24, N = 3 SE +/- 0.82, N = 3 SE +/- 0.34, N = 3 420.33 418.88 378.53
Kvazaar Video Input: Bosphorus 1080p - Video Preset: Medium OpenBenchmarking.org Frames Per Second, More Is Better Kvazaar 2.2 Video Input: Bosphorus 1080p - Video Preset: Medium Linux 6.4.14 Linux 6.6-rc1 Linux 6.5.1 16 32 48 64 80 SE +/- 0.74, N = 3 SE +/- 0.64, N = 3 SE +/- 0.72, N = 15 70.72 66.27 63.70 1. (CC) gcc options: -pthread -ftree-vectorize -fvisibility=hidden -O2 -lpthread -lm -lrt
Timed Godot Game Engine Compilation Time To Compile OpenBenchmarking.org Seconds, Fewer Is Better Timed Godot Game Engine Compilation 4.0 Time To Compile Linux 6.4.14 Linux 6.6-rc1 Linux 6.5.1 40 80 120 160 200 SE +/- 0.40, N = 3 SE +/- 0.23, N = 3 SE +/- 0.17, N = 3 156.16 156.88 173.27
OpenVINO Model: Age Gender Recognition Retail 0013 FP16-INT8 - Device: CPU OpenBenchmarking.org ms, Fewer Is Better OpenVINO 2022.3 Model: Age Gender Recognition Retail 0013 FP16-INT8 - Device: CPU Linux 6.6-rc1 Linux 6.4.14 Linux 6.5.1 0.3893 0.7786 1.1679 1.5572 1.9465 SE +/- 0.00, N = 3 SE +/- 0.00, N = 3 SE +/- 0.00, N = 3 1.56 1.57 1.73 MIN: 0.92 / MAX: 9.52 MIN: 0.75 / MAX: 9.53 MIN: 0.88 / MAX: 18.06 1. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -pie -ldl
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 Linux 6.4.14 Linux 6.6-rc1 Linux 6.5.1 30 60 90 120 150 SE +/- 0.52, N = 3 SE +/- 1.12, N = 3 SE +/- 0.19, N = 3 124.20 124.27 137.66
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 Linux 6.6-rc1 Linux 6.4.14 Linux 6.5.1 20 40 60 80 100 SE +/- 0.86, N = 3 SE +/- 0.44, N = 3 SE +/- 0.10, N = 3 96.41 96.33 87.00
Blender Blend File: Fishy Cat - Compute: CPU-Only OpenBenchmarking.org Seconds, Fewer Is Better Blender 3.6 Blend File: Fishy Cat - Compute: CPU-Only Linux 6.6-rc1 Linux 6.4.14 Linux 6.5.1 20 40 60 80 100 SE +/- 0.28, N = 3 SE +/- 0.09, N = 3 SE +/- 0.14, N = 3 81.12 81.66 89.90
SVT-HEVC Tuning: 1 - Input: Bosphorus 4K OpenBenchmarking.org Frames Per Second, More Is Better SVT-HEVC 1.5.0 Tuning: 1 - Input: Bosphorus 4K Linux 6.6-rc1 Linux 6.4.14 Linux 6.5.1 1.224 2.448 3.672 4.896 6.12 SE +/- 0.02, N = 3 SE +/- 0.02, N = 3 SE +/- 0.02, N = 3 5.44 5.41 4.91 1. (CC) gcc options: -fPIE -fPIC -O3 -O2 -pie -rdynamic -lpthread -lrt
OpenVINO Model: Machine Translation EN To DE FP16 - Device: CPU OpenBenchmarking.org ms, Fewer Is Better OpenVINO 2022.3 Model: Machine Translation EN To DE FP16 - Device: CPU Linux 6.6-rc1 Linux 6.4.14 Linux 6.5.1 30 60 90 120 150 SE +/- 0.25, N = 3 SE +/- 0.17, N = 3 SE +/- 0.54, N = 3 133.02 134.10 147.34 MIN: 85.74 / MAX: 349.01 MIN: 95.56 / MAX: 396.86 MIN: 90.36 / MAX: 765.94 1. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -pie -ldl
OpenVINO Model: Machine Translation EN To DE FP16 - Device: CPU OpenBenchmarking.org FPS, More Is Better OpenVINO 2022.3 Model: Machine Translation EN To DE FP16 - Device: CPU Linux 6.6-rc1 Linux 6.4.14 Linux 6.5.1 13 26 39 52 65 SE +/- 0.11, N = 3 SE +/- 0.09, N = 3 SE +/- 0.20, N = 3 60.06 59.60 54.23 1. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -pie -ldl
OpenVINO Model: Age Gender Recognition Retail 0013 FP16 - Device: CPU OpenBenchmarking.org FPS, More Is Better OpenVINO 2022.3 Model: Age Gender Recognition Retail 0013 FP16 - Device: CPU Linux 6.6-rc1 Linux 6.4.14 Linux 6.5.1 3K 6K 9K 12K 15K SE +/- 20.15, N = 3 SE +/- 15.31, N = 3 SE +/- 18.74, N = 3 14053.46 13875.03 12689.87 1. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -pie -ldl
OpenVINO Model: Age Gender Recognition Retail 0013 FP16 - Device: CPU OpenBenchmarking.org ms, Fewer Is Better OpenVINO 2022.3 Model: Age Gender Recognition Retail 0013 FP16 - Device: CPU Linux 6.6-rc1 Linux 6.4.14 Linux 6.5.1 0.423 0.846 1.269 1.692 2.115 SE +/- 0.00, N = 3 SE +/- 0.00, N = 3 SE +/- 0.00, N = 3 1.70 1.72 1.88 MIN: 1.05 / MAX: 10.31 MIN: 0.82 / MAX: 10.33 MIN: 1.01 / MAX: 11.34 1. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -pie -ldl
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 Linux 6.6-rc1 Linux 6.4.14 Linux 6.5.1 14 28 42 56 70 SE +/- 0.07, N = 3 SE +/- 0.09, N = 3 SE +/- 0.08, N = 3 54.84 54.86 60.63
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 Linux 6.6-rc1 Linux 6.4.14 Linux 6.5.1 50 100 150 200 250 SE +/- 0.31, N = 3 SE +/- 0.35, N = 3 SE +/- 0.23, N = 3 218.69 218.53 197.83
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 Linux 6.6-rc1 Linux 6.4.14 Linux 6.5.1 50 100 150 200 250 SE +/- 0.44, N = 3 SE +/- 0.14, N = 3 SE +/- 0.13, N = 3 218.50 217.01 197.83
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 Linux 6.6-rc1 Linux 6.4.14 Linux 6.5.1 14 28 42 56 70 SE +/- 0.11, N = 3 SE +/- 0.04, N = 3 SE +/- 0.05, N = 3 54.89 55.28 60.62
x265 Video Input: Bosphorus 4K OpenBenchmarking.org Frames Per Second, More Is Better x265 3.4 Video Input: Bosphorus 4K Linux 6.6-rc1 Linux 6.4.14 Linux 6.5.1 8 16 24 32 40 SE +/- 0.07, N = 3 SE +/- 0.33, N = 5 SE +/- 0.31, N = 3 32.45 32.24 29.39 1. (CXX) g++ options: -O3 -rdynamic -lpthread -lrt -ldl -lnuma
nginx Connections: 200 OpenBenchmarking.org Requests Per Second, More Is Better nginx 1.23.2 Connections: 200 Linux 6.4.14 Linux 6.6-rc1 Linux 6.5.1 40K 80K 120K 160K 200K SE +/- 2169.07, N = 4 SE +/- 628.65, N = 3 SE +/- 308.61, N = 3 195256.70 192417.90 176902.95 1. (CC) gcc options: -lluajit-5.1 -lm -lssl -lcrypto -lpthread -ldl -std=c99 -O2
Blender Blend File: BMW27 - Compute: CPU-Only OpenBenchmarking.org Seconds, Fewer Is Better Blender 3.6 Blend File: BMW27 - Compute: CPU-Only Linux 6.6-rc1 Linux 6.4.14 Linux 6.5.1 14 28 42 56 70 SE +/- 0.29, N = 3 SE +/- 0.01, N = 3 SE +/- 0.06, N = 3 58.80 59.09 64.84
ASTC Encoder Preset: Exhaustive OpenBenchmarking.org MT/s, More Is Better ASTC Encoder 4.0 Preset: Exhaustive Linux 6.6-rc1 Linux 6.4.14 Linux 6.5.1 0.306 0.612 0.918 1.224 1.53 SE +/- 0.0061, N = 3 SE +/- 0.0067, N = 3 SE +/- 0.0158, N = 3 1.3600 1.3386 1.2359 1. (CXX) g++ options: -O3 -flto -pthread
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 Linux 6.6-rc1 Linux 6.4.14 Linux 6.5.1 4 8 12 16 20 SE +/- 0.06, N = 3 SE +/- 0.03, N = 3 SE +/- 0.04, N = 3 15.62 15.52 14.25
OpenVINO Model: Person Vehicle Bike Detection FP16 - Device: CPU OpenBenchmarking.org FPS, More Is Better OpenVINO 2022.3 Model: Person Vehicle Bike Detection FP16 - Device: CPU Linux 6.4.14 Linux 6.6-rc1 Linux 6.5.1 150 300 450 600 750 SE +/- 2.95, N = 3 SE +/- 2.64, N = 3 SE +/- 2.43, N = 3 690.48 666.94 630.92 1. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -pie -ldl
OpenVINO Model: Person Vehicle Bike Detection FP16 - Device: CPU OpenBenchmarking.org ms, Fewer Is Better OpenVINO 2022.3 Model: Person Vehicle Bike Detection FP16 - Device: CPU Linux 6.4.14 Linux 6.6-rc1 Linux 6.5.1 3 6 9 12 15 SE +/- 0.05, N = 3 SE +/- 0.05, N = 3 SE +/- 0.05, N = 3 11.57 11.91 12.66 MIN: 7.62 / MAX: 58.68 MIN: 7.82 / MAX: 60.4 MIN: 7.52 / MAX: 102.87 1. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -pie -ldl
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 Linux 6.6-rc1 Linux 6.4.14 Linux 6.5.1 4 8 12 16 20 SE +/- 0.03, N = 3 SE +/- 0.02, N = 3 SE +/- 0.05, N = 3 15.75 15.59 14.39
Timed Linux Kernel Compilation Build: defconfig OpenBenchmarking.org Seconds, Fewer Is Better Timed Linux Kernel Compilation 6.1 Build: defconfig Linux 6.6-rc1 Linux 6.4.14 Linux 6.5.1 11 22 33 44 55 SE +/- 0.32, N = 11 SE +/- 0.46, N = 4 SE +/- 0.68, N = 3 44.01 44.03 48.13
PyPerformance Benchmark: crypto_pyaes OpenBenchmarking.org Milliseconds, Fewer Is Better PyPerformance 1.0.0 Benchmark: crypto_pyaes Linux 6.6-rc1 Linux 6.4.14 Linux 6.5.1 12 24 36 48 60 SE +/- 0.12, N = 3 SE +/- 0.12, N = 3 SE +/- 0.66, N = 15 49.2 49.3 53.8
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 Linux 6.6-rc1 Linux 6.4.14 Linux 6.5.1 2 4 6 8 10 SE +/- 0.100, N = 3 SE +/- 0.033, N = 3 SE +/- 0.077, N = 4 7.607 7.594 6.958 1. (CXX) g++ options: -O3 -flto -fno-fat-lto-objects -flto=auto
libavif avifenc Encoder Speed: 2 OpenBenchmarking.org Seconds, Fewer Is Better libavif avifenc 1.0 Encoder Speed: 2 Linux 6.4.14 Linux 6.6-rc1 Linux 6.5.1 9 18 27 36 45 SE +/- 0.08, N = 3 SE +/- 0.23, N = 3 SE +/- 0.35, N = 15 35.38 35.58 38.53 1. (CXX) g++ options: -O3 -fPIC -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 Linux 6.6-rc1 Linux 6.4.14 Linux 6.5.1 200 400 600 800 1000 SE +/- 1.66, N = 3 SE +/- 1.81, N = 3 SE +/- 3.87, N = 3 759.10 763.82 824.97
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 Linux 6.6-rc1 Linux 6.4.14 Linux 6.5.1 200 400 600 800 1000 SE +/- 2.06, N = 3 SE +/- 0.98, N = 3 SE +/- 0.81, N = 3 765.24 769.87 828.76
AOM AV1 Encoder Mode: Speed 11 Realtime - Input: Bosphorus 4K OpenBenchmarking.org Frames Per Second, More Is Better AOM AV1 3.7 Encoder Mode: Speed 11 Realtime - Input: Bosphorus 4K Linux 6.4.14 Linux 6.5.1 Linux 6.6-rc1 20 40 60 80 100 SE +/- 1.04, N = 15 SE +/- 1.42, N = 15 SE +/- 1.05, N = 15 111.35 108.21 103.07 1. (CXX) g++ options: -O3 -std=c++11 -U_FORTIFY_SOURCE -lm
libavif avifenc Encoder Speed: 0 OpenBenchmarking.org Seconds, Fewer Is Better libavif avifenc 1.0 Encoder Speed: 0 Linux 6.4.14 Linux 6.6-rc1 Linux 6.5.1 20 40 60 80 100 SE +/- 0.33, N = 3 SE +/- 0.44, N = 3 SE +/- 0.02, N = 3 73.14 73.43 78.03 1. (CXX) g++ options: -O3 -fPIC -lm
PyPerformance Benchmark: regex_compile OpenBenchmarking.org Milliseconds, Fewer Is Better PyPerformance 1.0.0 Benchmark: regex_compile Linux 6.4.14 Linux 6.6-rc1 Linux 6.5.1 20 40 60 80 100 SE +/- 0.03, N = 3 SE +/- 0.03, N = 3 SE +/- 0.95, N = 15 80.3 80.4 85.4
uvg266 Video Input: Bosphorus 1080p - Video Preset: Medium OpenBenchmarking.org Frames Per Second, More Is Better uvg266 0.4.1 Video Input: Bosphorus 1080p - Video Preset: Medium Linux 6.4.14 Linux 6.6-rc1 Linux 6.5.1 12 24 36 48 60 SE +/- 0.27, N = 3 SE +/- 0.57, N = 4 SE +/- 0.40, N = 8 51.37 50.42 48.34
Kvazaar Video Input: Bosphorus 1080p - Video Preset: Ultra Fast OpenBenchmarking.org Frames Per Second, More Is Better Kvazaar 2.2 Video Input: Bosphorus 1080p - Video Preset: Ultra Fast Linux 6.4.14 Linux 6.6-rc1 Linux 6.5.1 60 120 180 240 300 SE +/- 1.44, N = 3 SE +/- 2.08, N = 3 SE +/- 2.57, N = 5 260.80 246.36 246.33 1. (CC) gcc options: -pthread -ftree-vectorize -fvisibility=hidden -O2 -lpthread -lm -lrt
Selenium Benchmark: Octane - Browser: Google Chrome OpenBenchmarking.org Geometric Mean, More Is Better Selenium Benchmark: Octane - Browser: Google Chrome Linux 6.6-rc1 Linux 6.4.14 Linux 6.5.1 20K 40K 60K 80K 100K SE +/- 738.74, N = 3 SE +/- 682.73, N = 3 SE +/- 1444.69, N = 15 114315 113361 108124 1. chrome 116.0.5845.179
WebP Image Encode Encode Settings: Quality 100, Lossless, Highest Compression OpenBenchmarking.org MP/s, More Is Better WebP Image Encode 1.2.4 Encode Settings: Quality 100, Lossless, Highest Compression Linux 6.6-rc1 Linux 6.4.14 Linux 6.5.1 0.2093 0.4186 0.6279 0.8372 1.0465 SE +/- 0.00, N = 3 SE +/- 0.00, N = 3 SE +/- 0.01, N = 6 0.93 0.93 0.88 1. (CC) gcc options: -fvisibility=hidden -O2 -lm
Selenium Benchmark: Octane - Browser: Firefox OpenBenchmarking.org Geometric Mean, More Is Better Selenium Benchmark: Octane - Browser: Firefox Linux 6.6-rc1 Linux 6.4.14 Linux 6.5.1 12K 24K 36K 48K 60K SE +/- 67.84, N = 3 SE +/- 45.39, N = 3 SE +/- 732.21, N = 3 58047 57866 55011 1. firefox 117.0
OCRMyPDF Processing 60 Page PDF Document OpenBenchmarking.org Seconds, Fewer Is Better OCRMyPDF 13.4.0+dfsg Processing 60 Page PDF Document Linux 6.6-rc1 Linux 6.4.14 Linux 6.5.1 3 6 9 12 15 SE +/- 0.130, N = 3 SE +/- 0.118, N = 15 SE +/- 0.091, N = 3 9.179 9.244 9.652
Redis Test: LPUSH - Parallel Connections: 50 OpenBenchmarking.org Requests Per Second, More Is Better Redis 7.0.4 Test: LPUSH - Parallel Connections: 50 Linux 6.6-rc1 Linux 6.5.1 Linux 6.4.14 800K 1600K 2400K 3200K 4000K SE +/- 36644.94, N = 6 SE +/- 8153.44, N = 3 SE +/- 26791.23, N = 3 3842480.21 3712129.75 3673940.00 1. (CXX) g++ options: -MM -MT -g3 -fvisibility=hidden -O3
Selenium Benchmark: Jetstream 2 - Browser: Firefox OpenBenchmarking.org Score, More Is Better Selenium Benchmark: Jetstream 2 - Browser: Firefox Linux 6.6-rc1 Linux 6.4.14 Linux 6.5.1 50 100 150 200 250 SE +/- 3.14, N = 3 SE +/- 0.78, N = 3 SE +/- 1.94, N = 3 243.41 241.30 233.77 1. firefox 117.0
Darktable Test: Masskrug - Acceleration: CPU-only OpenBenchmarking.org Seconds, Fewer Is Better Darktable 3.8.1 Test: Masskrug - Acceleration: CPU-only Linux 6.5.1 Linux 6.6-rc1 Linux 6.4.14 0.4689 0.9378 1.4067 1.8756 2.3445 SE +/- 0.012, N = 3 SE +/- 0.027, N = 15 SE +/- 0.011, N = 3 2.002 2.070 2.084
Selenium Benchmark: Jetstream 2 - Browser: Google Chrome OpenBenchmarking.org Score, More Is Better Selenium Benchmark: Jetstream 2 - Browser: Google Chrome Linux 6.4.14 Linux 6.6-rc1 Linux 6.5.1 80 160 240 320 400 SE +/- 0.69, N = 3 SE +/- 1.73, N = 3 SE +/- 5.21, N = 3 382.75 377.06 367.90 1. chrome 116.0.5845.179
ASTC Encoder Preset: Thorough OpenBenchmarking.org MT/s, More Is Better ASTC Encoder 4.0 Preset: Thorough Linux 6.5.1 Linux 6.6-rc1 Linux 6.4.14 4 8 12 16 20 SE +/- 0.06, N = 3 SE +/- 0.03, N = 3 SE +/- 0.06, N = 3 15.02 14.82 14.49 1. (CXX) g++ options: -O3 -flto -pthread
SVT-AV1 Encoder Mode: Preset 13 - Input: Bosphorus 4K OpenBenchmarking.org Frames Per Second, More Is Better SVT-AV1 1.7 Encoder Mode: Preset 13 - Input: Bosphorus 4K Linux 6.4.14 Linux 6.5.1 Linux 6.6-rc1 40 80 120 160 200 SE +/- 0.07, N = 3 SE +/- 1.93, N = 3 SE +/- 1.97, N = 5 186.33 180.88 179.80 1. (CXX) g++ options: -fPIE -mavx512vl -std=gnu++11
GIMP Test: rotate OpenBenchmarking.org Seconds, Fewer Is Better GIMP 2.10.30 Test: rotate Linux 6.5.1 Linux 6.6-rc1 Linux 6.4.14 3 6 9 12 15 SE +/- 0.021, N = 3 SE +/- 0.031, N = 3 SE +/- 0.005, N = 3 9.467 9.696 9.806
PyPerformance Benchmark: 2to3 OpenBenchmarking.org Milliseconds, Fewer Is Better PyPerformance 1.0.0 Benchmark: 2to3 Linux 6.4.14 Linux 6.5.1 Linux 6.6-rc1 40 80 120 160 200 SE +/- 0.33, N = 3 SE +/- 0.33, N = 3 SE +/- 0.33, N = 3 154 154 159
GIMP Test: auto-levels OpenBenchmarking.org Seconds, Fewer Is Better GIMP 2.10.30 Test: auto-levels Linux 6.5.1 Linux 6.4.14 Linux 6.6-rc1 3 6 9 12 15 SE +/- 0.03, N = 3 SE +/- 0.04, N = 3 SE +/- 0.03, N = 3 10.27 10.56 10.61
SVT-AV1 Encoder Mode: Preset 13 - Input: Bosphorus 1080p OpenBenchmarking.org Frames Per Second, More Is Better SVT-AV1 1.7 Encoder Mode: Preset 13 - Input: Bosphorus 1080p Linux 6.6-rc1 Linux 6.4.14 Linux 6.5.1 130 260 390 520 650 SE +/- 4.68, N = 3 SE +/- 6.10, N = 3 SE +/- 6.61, N = 3 582.35 582.21 564.99 1. (CXX) g++ options: -fPIE -mavx512vl -std=gnu++11
Selenium Benchmark: WASM collisionDetection - Browser: Google Chrome OpenBenchmarking.org ms, Fewer Is Better Selenium Benchmark: WASM collisionDetection - Browser: Google Chrome Linux 6.5.1 Linux 6.4.14 Linux 6.6-rc1 40 80 120 160 200 SE +/- 0.08, N = 3 SE +/- 2.35, N = 3 SE +/- 2.03, N = 15 176.38 179.61 181.58 1. chrome 116.0.5845.179
GIMP Test: unsharp-mask OpenBenchmarking.org Seconds, Fewer Is Better GIMP 2.10.30 Test: unsharp-mask Linux 6.5.1 Linux 6.6-rc1 Linux 6.4.14 3 6 9 12 15 SE +/- 0.02, N = 3 SE +/- 0.05, N = 3 SE +/- 0.03, N = 3 11.91 12.22 12.25
GIMP Test: resize OpenBenchmarking.org Seconds, Fewer Is Better GIMP 2.10.30 Test: resize Linux 6.5.1 Linux 6.4.14 Linux 6.6-rc1 3 6 9 12 15 SE +/- 0.12, N = 7 SE +/- 0.07, N = 3 SE +/- 0.13, N = 6 12.84 12.94 13.19
RawTherapee Total Benchmark Time OpenBenchmarking.org Seconds, Fewer Is Better RawTherapee Total Benchmark Time Linux 6.4.14 Linux 6.5.1 Linux 6.6-rc1 8 16 24 32 40 SE +/- 0.13, N = 3 SE +/- 0.27, N = 3 SE +/- 0.20, N = 3 32.81 33.50 33.66 1. RawTherapee, version 5.8, command line.
x265 Video Input: Bosphorus 1080p OpenBenchmarking.org Frames Per Second, More Is Better x265 3.4 Video Input: Bosphorus 1080p Linux 6.4.14 Linux 6.6-rc1 Linux 6.5.1 20 40 60 80 100 SE +/- 0.42, N = 3 SE +/- 0.12, N = 3 SE +/- 0.72, N = 13 86.16 85.24 84.27 1. (CXX) g++ options: -O3 -rdynamic -lpthread -lrt -ldl -lnuma
AOM AV1 Encoder Mode: Speed 9 Realtime - Input: Bosphorus 4K OpenBenchmarking.org Frames Per Second, More Is Better AOM AV1 3.7 Encoder Mode: Speed 9 Realtime - Input: Bosphorus 4K Linux 6.5.1 Linux 6.4.14 Linux 6.6-rc1 20 40 60 80 100 SE +/- 1.44, N = 3 SE +/- 0.78, N = 3 SE +/- 0.57, N = 3 103.95 101.78 101.69 1. (CXX) g++ options: -O3 -std=c++11 -U_FORTIFY_SOURCE -lm
Selenium Benchmark: Kraken - Browser: Firefox OpenBenchmarking.org ms, Fewer Is Better Selenium Benchmark: Kraken - Browser: Firefox Linux 6.5.1 Linux 6.6-rc1 Linux 6.4.14 110 220 330 440 550 SE +/- 3.30, N = 3 SE +/- 4.44, N = 3 SE +/- 1.33, N = 3 505.1 508.1 513.9 1. firefox 117.0
SVT-AV1 Encoder Mode: Preset 12 - Input: Bosphorus 1080p OpenBenchmarking.org Frames Per Second, More Is Better SVT-AV1 1.7 Encoder Mode: Preset 12 - Input: Bosphorus 1080p Linux 6.4.14 Linux 6.6-rc1 Linux 6.5.1 110 220 330 440 550 SE +/- 4.35, N = 3 SE +/- 2.62, N = 3 SE +/- 5.03, N = 6 518.13 511.30 509.36 1. (CXX) g++ options: -fPIE -mavx512vl -std=gnu++11
ASTC Encoder Preset: Medium OpenBenchmarking.org MT/s, More Is Better ASTC Encoder 4.0 Preset: Medium Linux 6.5.1 Linux 6.6-rc1 Linux 6.4.14 30 60 90 120 150 SE +/- 0.40, N = 3 SE +/- 0.56, N = 3 SE +/- 0.19, N = 3 122.12 120.49 120.09 1. (CXX) g++ options: -O3 -flto -pthread
Darktable Test: Server Room - Acceleration: CPU-only OpenBenchmarking.org Seconds, Fewer Is Better Darktable 3.8.1 Test: Server Room - Acceleration: CPU-only Linux 6.5.1 Linux 6.4.14 Linux 6.6-rc1 0.3506 0.7012 1.0518 1.4024 1.753 SE +/- 0.010, N = 3 SE +/- 0.001, N = 3 SE +/- 0.008, N = 3 1.535 1.548 1.558
SQLite Speedtest Timed Time - Size 1,000 OpenBenchmarking.org Seconds, Fewer Is Better SQLite Speedtest 3.30 Timed Time - Size 1,000 Linux 6.6-rc1 Linux 6.5.1 Linux 6.4.14 7 14 21 28 35 SE +/- 0.01, N = 3 SE +/- 0.05, N = 3 SE +/- 0.06, N = 3 30.84 31.14 31.27 1. (CC) gcc options: -O2 -lz
Selenium Benchmark: Kraken - Browser: Google Chrome OpenBenchmarking.org ms, Fewer Is Better Selenium Benchmark: Kraken - Browser: Google Chrome Linux 6.4.14 Linux 6.6-rc1 Linux 6.5.1 80 160 240 320 400 SE +/- 0.84, N = 3 SE +/- 1.85, N = 3 SE +/- 1.50, N = 3 351.0 354.2 355.3 1. chrome 116.0.5845.179
simdjson Throughput Test: Kostya OpenBenchmarking.org GB/s, More Is Better simdjson 2.0 Throughput Test: Kostya Linux 6.4.14 Linux 6.6-rc1 Linux 6.5.1 1.2083 2.4166 3.6249 4.8332 6.0415 SE +/- 0.00, N = 3 SE +/- 0.00, N = 3 SE +/- 0.00, N = 3 5.37 5.31 5.31 1. (CXX) g++ options: -O3
FLAC Audio Encoding WAV To FLAC OpenBenchmarking.org Seconds, Fewer Is Better FLAC Audio Encoding 1.4 WAV To FLAC Linux 6.6-rc1 Linux 6.4.14 Linux 6.5.1 3 6 9 12 15 SE +/- 0.01, N = 5 SE +/- 0.03, N = 5 SE +/- 0.04, N = 5 11.04 11.08 11.16 1. (CXX) g++ options: -O3 -fvisibility=hidden -logg -lm
Selenium Benchmark: Speedometer - Browser: Google Chrome OpenBenchmarking.org Runs Per Minute, More Is Better Selenium Benchmark: Speedometer - Browser: Google Chrome Linux 6.4.14 Linux 6.5.1 Linux 6.6-rc1 100 200 300 400 500 SE +/- 2.60, N = 3 SE +/- 1.20, N = 3 SE +/- 0.58, N = 3 441 440 437 1. chrome 116.0.5845.179
PyPerformance Benchmark: json_loads OpenBenchmarking.org Milliseconds, Fewer Is Better PyPerformance 1.0.0 Benchmark: json_loads Linux 6.4.14 Linux 6.6-rc1 Linux 6.5.1 3 6 9 12 15 SE +/- 0.00, N = 3 SE +/- 0.00, N = 3 SE +/- 0.03, N = 3 11.7 11.7 11.8
ASTC Encoder Preset: Fast OpenBenchmarking.org MT/s, More Is Better ASTC Encoder 4.0 Preset: Fast Linux 6.5.1 Linux 6.6-rc1 Linux 6.4.14 70 140 210 280 350 SE +/- 0.33, N = 3 SE +/- 1.41, N = 3 SE +/- 1.06, N = 3 339.55 337.76 336.83 1. (CXX) g++ options: -O3 -flto -pthread
WebP Image Encode Encode Settings: Default OpenBenchmarking.org MP/s, More Is Better WebP Image Encode 1.2.4 Encode Settings: Default Linux 6.6-rc1 Linux 6.5.1 Linux 6.4.14 6 12 18 24 30 SE +/- 0.00, N = 3 SE +/- 0.04, N = 3 SE +/- 0.17, N = 3 25.83 25.80 25.65 1. (CC) gcc options: -fvisibility=hidden -O2 -lm
PyBench Total For Average Test Times OpenBenchmarking.org Milliseconds, Fewer Is Better PyBench 2018-02-16 Total For Average Test Times Linux 6.6-rc1 Linux 6.5.1 Linux 6.4.14 100 200 300 400 500 SE +/- 0.58, N = 3 SE +/- 1.00, N = 3 SE +/- 1.67, N = 3 453 454 456
Selenium Benchmark: Speedometer - Browser: Firefox OpenBenchmarking.org Runs Per Minute, More Is Better Selenium Benchmark: Speedometer - Browser: Firefox Linux 6.5.1 Linux 6.4.14 Linux 6.6-rc1 90 180 270 360 450 SE +/- 1.76, N = 3 SE +/- 2.08, N = 3 SE +/- 3.06, N = 3 400 399 398 1. firefox 117.0
PyPerformance Benchmark: pathlib OpenBenchmarking.org Milliseconds, Fewer Is Better PyPerformance 1.0.0 Benchmark: pathlib Linux 6.4.14 Linux 6.5.1 Linux 6.6-rc1 2 4 6 8 10 SE +/- 0.01, N = 3 SE +/- 0.00, N = 3 SE +/- 0.01, N = 3 8.74 8.78 8.78
WebP Image Encode Encode Settings: Quality 100, Lossless OpenBenchmarking.org MP/s, More Is Better WebP Image Encode 1.2.4 Encode Settings: Quality 100, Lossless Linux 6.4.14 Linux 6.6-rc1 Linux 6.5.1 0.5288 1.0576 1.5864 2.1152 2.644 SE +/- 0.00, N = 3 SE +/- 0.01, N = 3 SE +/- 0.01, N = 3 2.35 2.34 2.34 1. (CC) gcc options: -fvisibility=hidden -O2 -lm
Selenium Benchmark: PSPDFKit WASM - Browser: Firefox OpenBenchmarking.org Score, Fewer Is Better Selenium Benchmark: PSPDFKit WASM - Browser: Firefox Linux 6.5.1 Linux 6.4.14 Linux 6.6-rc1 500 1000 1500 2000 2500 SE +/- 2.03, N = 3 SE +/- 2.33, N = 3 SE +/- 4.16, N = 3 2158 2161 2164 1. firefox 117.0
Selenium Benchmark: WASM collisionDetection - Browser: Firefox OpenBenchmarking.org ms, Fewer Is Better Selenium Benchmark: WASM collisionDetection - Browser: Firefox Linux 6.4.14 Linux 6.5.1 Linux 6.6-rc1 50 100 150 200 250 SE +/- 0.19, N = 3 SE +/- 0.42, N = 3 SE +/- 0.57, N = 3 222.0 222.3 222.6 1. firefox 117.0
Git Time To Complete Common Git Commands OpenBenchmarking.org Seconds, Fewer Is Better Git Time To Complete Common Git Commands Linux 6.6-rc1 Linux 6.4.14 Linux 6.5.1 7 14 21 28 35 SE +/- 0.01, N = 3 SE +/- 0.04, N = 3 SE +/- 0.04, N = 3 31.99 32.05 32.06 1. git version 2.34.1
libjpeg-turbo tjbench Test: Decompression Throughput OpenBenchmarking.org Megapixels/sec, More Is Better libjpeg-turbo tjbench 2.1.0 Test: Decompression Throughput Linux 6.6-rc1 Linux 6.5.1 Linux 6.4.14 70 140 210 280 350 SE +/- 0.10, N = 3 SE +/- 0.05, N = 3 SE +/- 0.49, N = 3 309.55 309.22 308.83 1. (CC) gcc options: -O3 -rdynamic
Selenium Benchmark: WASM imageConvolute - Browser: Google Chrome OpenBenchmarking.org ms, Fewer Is Better Selenium Benchmark: WASM imageConvolute - Browser: Google Chrome Linux 6.6-rc1 Linux 6.4.14 Linux 6.5.1 4 8 12 16 20 SE +/- 0.02, N = 3 SE +/- 0.01, N = 3 SE +/- 0.04, N = 3 14.60 14.61 14.63 1. chrome 116.0.5845.179
WebP Image Encode Encode Settings: Quality 100, Highest Compression OpenBenchmarking.org MP/s, More Is Better WebP Image Encode 1.2.4 Encode Settings: Quality 100, Highest Compression Linux 6.5.1 Linux 6.6-rc1 Linux 6.4.14 1.1633 2.3266 3.4899 4.6532 5.8165 SE +/- 0.00, N = 3 SE +/- 0.01, N = 3 SE +/- 0.00, N = 3 5.17 5.16 5.16 1. (CC) gcc options: -fvisibility=hidden -O2 -lm
simdjson Throughput Test: PartialTweets OpenBenchmarking.org GB/s, More Is Better simdjson 2.0 Throughput Test: PartialTweets Linux 6.5.1 Linux 6.4.14 Linux 6.6-rc1 2 4 6 8 10 SE +/- 0.00, N = 3 SE +/- 0.00, N = 3 SE +/- 0.01, N = 3 6.84 6.84 6.83 1. (CXX) g++ options: -O3
Selenium Benchmark: PSPDFKit WASM - Browser: Google Chrome OpenBenchmarking.org Score, Fewer Is Better Selenium Benchmark: PSPDFKit WASM - Browser: Google Chrome Linux 6.4.14 Linux 6.6-rc1 Linux 6.5.1 500 1000 1500 2000 2500 SE +/- 5.21, N = 3 SE +/- 5.51, N = 3 SE +/- 3.28, N = 3 2354 2355 2357 1. chrome 116.0.5845.179
simdjson Throughput Test: TopTweet OpenBenchmarking.org GB/s, More Is Better simdjson 2.0 Throughput Test: TopTweet Linux 6.6-rc1 Linux 6.5.1 Linux 6.4.14 2 4 6 8 10 SE +/- 0.01, N = 3 SE +/- 0.01, N = 3 SE +/- 0.01, N = 3 7.88 7.88 7.87 1. (CXX) g++ options: -O3
simdjson Throughput Test: DistinctUserID OpenBenchmarking.org GB/s, More Is Better simdjson 2.0 Throughput Test: DistinctUserID Linux 6.5.1 Linux 6.4.14 Linux 6.6-rc1 2 4 6 8 10 SE +/- 0.00, N = 3 SE +/- 0.00, N = 3 SE +/- 0.01, N = 3 8.10 8.10 8.09 1. (CXX) g++ options: -O3
WebP Image Encode Encode Settings: Quality 100 OpenBenchmarking.org MP/s, More Is Better WebP Image Encode 1.2.4 Encode Settings: Quality 100 Linux 6.5.1 Linux 6.4.14 Linux 6.6-rc1 4 8 12 16 20 SE +/- 0.05, N = 3 SE +/- 0.03, N = 3 SE +/- 0.06, N = 3 16.60 16.59 16.58 1. (CC) gcc options: -fvisibility=hidden -O2 -lm
Selenium Benchmark: WASM imageConvolute - Browser: Firefox OpenBenchmarking.org ms, Fewer Is Better Selenium Benchmark: WASM imageConvolute - Browser: Firefox Linux 6.4.14 Linux 6.5.1 Linux 6.6-rc1 4 8 12 16 20 SE +/- 0.06, N = 3 SE +/- 0.03, N = 3 SE +/- 0.00, N = 3 14.9 14.9 14.9 1. firefox 117.0
simdjson Throughput Test: LargeRandom OpenBenchmarking.org GB/s, More Is Better simdjson 2.0 Throughput Test: LargeRandom Linux 6.6-rc1 Linux 6.5.1 Linux 6.4.14 0.4298 0.8596 1.2894 1.7192 2.149 SE +/- 0.00, N = 3 SE +/- 0.00, N = 3 SE +/- 0.00, N = 3 1.91 1.91 1.91 1. (CXX) g++ options: -O3
PHPBench PHP Benchmark Suite OpenBenchmarking.org Score, More Is Better PHPBench 0.8.1 PHP Benchmark Suite Linux 6.6-rc1 Linux 6.4.14 Linux 6.5.1 400K 800K 1200K 1600K 2000K SE +/- 4409.66, N = 3 SE +/- 14714.08, N = 7 SE +/- 25349.46, N = 15 1641215 1608855 1473031
PyPerformance Benchmark: pickle_pure_python OpenBenchmarking.org Milliseconds, Fewer Is Better PyPerformance 1.0.0 Benchmark: pickle_pure_python Linux 6.4.14 Linux 6.6-rc1 Linux 6.5.1 50 100 150 200 250 SE +/- 0.33, N = 3 SE +/- 1.86, N = 3 SE +/- 4.11, N = 15 189 190 207
PyPerformance Benchmark: go OpenBenchmarking.org Milliseconds, Fewer Is Better PyPerformance 1.0.0 Benchmark: go Linux 6.4.14 Linux 6.6-rc1 Linux 6.5.1 30 60 90 120 150 SE +/- 0.58, N = 3 SE +/- 0.33, N = 3 SE +/- 2.38, N = 15 108 108 117
Darktable Test: Server Rack - Acceleration: CPU-only OpenBenchmarking.org Seconds, Fewer Is Better Darktable 3.8.1 Test: Server Rack - Acceleration: CPU-only Linux 6.5.1 Linux 6.4.14 Linux 6.6-rc1 0.0239 0.0478 0.0717 0.0956 0.1195 SE +/- 0.001, N = 15 SE +/- 0.005, N = 12 SE +/- 0.006, N = 15 0.094 0.102 0.106
Darktable Test: Boat - Acceleration: CPU-only OpenBenchmarking.org Seconds, Fewer Is Better Darktable 3.8.1 Test: Boat - Acceleration: CPU-only Linux 6.5.1 Linux 6.6-rc1 Linux 6.4.14 0.4671 0.9342 1.4013 1.8684 2.3355 SE +/- 0.005, N = 3 SE +/- 0.060, N = 15 SE +/- 0.067, N = 12 1.944 2.057 2.076
Redis Test: SADD - Parallel Connections: 50 OpenBenchmarking.org Requests Per Second, More Is Better Redis 7.0.4 Test: SADD - Parallel Connections: 50 Linux 6.4.14 Linux 6.6-rc1 Linux 6.5.1 1000K 2000K 3000K 4000K 5000K SE +/- 52928.01, N = 5 SE +/- 43633.94, N = 15 SE +/- 107778.44, N = 12 4825673.10 4814183.70 4320145.38 1. (CXX) g++ options: -MM -MT -g3 -fvisibility=hidden -O3
Redis Test: SET - Parallel Connections: 50 OpenBenchmarking.org Requests Per Second, More Is Better Redis 7.0.4 Test: SET - Parallel Connections: 50 Linux 6.4.14 Linux 6.6-rc1 Linux 6.5.1 900K 1800K 2700K 3600K 4500K SE +/- 12864.15, N = 3 SE +/- 76521.21, N = 12 SE +/- 89650.69, N = 15 4341185.00 4207756.96 4091086.13 1. (CXX) g++ options: -MM -MT -g3 -fvisibility=hidden -O3
libavif avifenc Encoder Speed: 10, Lossless OpenBenchmarking.org Seconds, Fewer Is Better libavif avifenc 1.0 Encoder Speed: 10, Lossless Linux 6.4.14 Linux 6.6-rc1 Linux 6.5.1 0.8489 1.6978 2.5467 3.3956 4.2445 SE +/- 0.087, N = 12 SE +/- 0.094, N = 12 SE +/- 0.121, N = 15 3.534 3.559 3.773 1. (CXX) g++ options: -O3 -fPIC -lm
libavif avifenc Encoder Speed: 6, Lossless OpenBenchmarking.org Seconds, Fewer Is Better libavif avifenc 1.0 Encoder Speed: 6, Lossless Linux 6.6-rc1 Linux 6.4.14 Linux 6.5.1 2 4 6 8 10 SE +/- 0.032, N = 3 SE +/- 0.010, N = 3 SE +/- 0.109, N = 15 5.336 5.378 6.081 1. (CXX) g++ options: -O3 -fPIC -lm
libavif avifenc Encoder Speed: 6 OpenBenchmarking.org Seconds, Fewer Is Better libavif avifenc 1.0 Encoder Speed: 6 Linux 6.6-rc1 Linux 6.4.14 Linux 6.5.1 0.8478 1.6956 2.5434 3.3912 4.239 SE +/- 0.099, N = 15 SE +/- 0.137, N = 15 SE +/- 0.106, N = 15 3.617 3.768 3.768 1. (CXX) g++ options: -O3 -fPIC -lm
7-Zip Compression Test: Compression Rating OpenBenchmarking.org MIPS, More Is Better 7-Zip Compression 22.01 Test: Compression Rating Linux 6.4.14 Linux 6.6-rc1 Linux 6.5.1 40K 80K 120K 160K 200K SE +/- 114.99, N = 3 SE +/- 1438.93, N = 3 SE +/- 3740.53, N = 15 181036 179477 161199 1. (CXX) g++ options: -lpthread -ldl -O2 -fPIC
uvg266 Video Input: Bosphorus 1080p - Video Preset: Ultra Fast OpenBenchmarking.org Frames Per Second, More Is Better uvg266 0.4.1 Video Input: Bosphorus 1080p - Video Preset: Ultra Fast Linux 6.4.14 Linux 6.6-rc1 Linux 6.5.1 40 80 120 160 200 SE +/- 1.55, N = 3 SE +/- 4.35, N = 12 SE +/- 4.92, N = 15 188.74 173.19 162.10
uvg266 Video Input: Bosphorus 1080p - Video Preset: Super Fast OpenBenchmarking.org Frames Per Second, More Is Better uvg266 0.4.1 Video Input: Bosphorus 1080p - Video Preset: Super Fast Linux 6.6-rc1 Linux 6.4.14 Linux 6.5.1 30 60 90 120 150 SE +/- 2.26, N = 15 SE +/- 3.44, N = 12 SE +/- 3.52, N = 15 152.80 150.17 141.05
uvg266 Video Input: Bosphorus 1080p - Video Preset: Very Fast OpenBenchmarking.org Frames Per Second, More Is Better uvg266 0.4.1 Video Input: Bosphorus 1080p - Video Preset: Very Fast Linux 6.4.14 Linux 6.6-rc1 Linux 6.5.1 30 60 90 120 150 SE +/- 0.29, N = 3 SE +/- 2.36, N = 15 SE +/- 0.46, N = 3 151.72 138.54 123.50
SVT-VP9 Tuning: Visual Quality Optimized - Input: Bosphorus 1080p OpenBenchmarking.org Frames Per Second, More Is Better SVT-VP9 0.3 Tuning: Visual Quality Optimized - Input: Bosphorus 1080p Linux 6.6-rc1 Linux 6.4.14 Linux 6.5.1 90 180 270 360 450 SE +/- 17.13, N = 15 SE +/- 16.35, N = 15 SE +/- 21.18, N = 15 400.14 398.57 368.11 1. (CC) gcc options: -O3 -fcommon -fPIE -fPIC -fvisibility=hidden -pie -rdynamic -lpthread -lrt -lm
SVT-VP9 Tuning: PSNR/SSIM Optimized - Input: Bosphorus 1080p OpenBenchmarking.org Frames Per Second, More Is Better SVT-VP9 0.3 Tuning: PSNR/SSIM Optimized - Input: Bosphorus 1080p Linux 6.6-rc1 Linux 6.5.1 Linux 6.4.14 110 220 330 440 550 SE +/- 16.81, N = 15 SE +/- 28.01, N = 12 SE +/- 29.38, N = 15 494.53 460.39 453.70 1. (CC) gcc options: -O3 -fcommon -fPIE -fPIC -fvisibility=hidden -pie -rdynamic -lpthread -lrt -lm
SVT-VP9 Tuning: PSNR/SSIM Optimized - Input: Bosphorus 4K OpenBenchmarking.org Frames Per Second, More Is Better SVT-VP9 0.3 Tuning: PSNR/SSIM Optimized - Input: Bosphorus 4K Linux 6.4.14 Linux 6.6-rc1 Linux 6.5.1 30 60 90 120 150 SE +/- 0.52, N = 3 SE +/- 0.87, N = 3 SE +/- 2.01, N = 15 149.07 106.17 100.67 1. (CC) gcc options: -O3 -fcommon -fPIE -fPIC -fvisibility=hidden -pie -rdynamic -lpthread -lrt -lm
SVT-VP9 Tuning: VMAF Optimized - Input: Bosphorus 1080p OpenBenchmarking.org Frames Per Second, More Is Better SVT-VP9 0.3 Tuning: VMAF Optimized - Input: Bosphorus 1080p Linux 6.6-rc1 Linux 6.4.14 Linux 6.5.1 110 220 330 440 550 SE +/- 17.31, N = 15 SE +/- 22.20, N = 14 SE +/- 25.02, N = 15 486.87 457.51 456.32 1. (CC) gcc options: -O3 -fcommon -fPIE -fPIC -fvisibility=hidden -pie -rdynamic -lpthread -lrt -lm
SVT-VP9 Tuning: VMAF Optimized - Input: Bosphorus 4K OpenBenchmarking.org Frames Per Second, More Is Better SVT-VP9 0.3 Tuning: VMAF Optimized - Input: Bosphorus 4K Linux 6.4.14 Linux 6.6-rc1 Linux 6.5.1 30 60 90 120 150 SE +/- 2.09, N = 15 SE +/- 0.14, N = 3 SE +/- 1.68, N = 15 135.00 105.29 96.35 1. (CC) gcc options: -O3 -fcommon -fPIE -fPIC -fvisibility=hidden -pie -rdynamic -lpthread -lrt -lm
SVT-HEVC Tuning: 10 - Input: Bosphorus 1080p OpenBenchmarking.org Frames Per Second, More Is Better SVT-HEVC 1.5.0 Tuning: 10 - Input: Bosphorus 1080p Linux 6.6-rc1 Linux 6.4.14 Linux 6.5.1 140 280 420 560 700 SE +/- 1.32, N = 3 SE +/- 20.19, N = 12 SE +/- 35.17, N = 15 669.40 635.86 583.51 1. (CC) gcc options: -fPIE -fPIC -O3 -O2 -pie -rdynamic -lpthread -lrt
SVT-HEVC Tuning: 7 - Input: Bosphorus 1080p OpenBenchmarking.org Frames Per Second, More Is Better SVT-HEVC 1.5.0 Tuning: 7 - Input: Bosphorus 1080p Linux 6.6-rc1 Linux 6.4.14 Linux 6.5.1 70 140 210 280 350 SE +/- 10.18, N = 15 SE +/- 12.48, N = 15 SE +/- 13.20, N = 15 301.06 284.70 284.51 1. (CC) gcc options: -fPIE -fPIC -O3 -O2 -pie -rdynamic -lpthread -lrt
SVT-HEVC Tuning: 10 - Input: Bosphorus 4K OpenBenchmarking.org Frames Per Second, More Is Better SVT-HEVC 1.5.0 Tuning: 10 - Input: Bosphorus 4K Linux 6.4.14 Linux 6.5.1 Linux 6.6-rc1 40 80 120 160 200 SE +/- 0.53, N = 3 SE +/- 2.38, N = 15 SE +/- 0.74, N = 15 195.12 127.68 123.90 1. (CC) gcc options: -fPIE -fPIC -O3 -O2 -pie -rdynamic -lpthread -lrt
SVT-HEVC Tuning: 7 - Input: Bosphorus 4K OpenBenchmarking.org Frames Per Second, More Is Better SVT-HEVC 1.5.0 Tuning: 7 - Input: Bosphorus 4K Linux 6.4.14 Linux 6.6-rc1 Linux 6.5.1 20 40 60 80 100 SE +/- 1.81, N = 15 SE +/- 1.38, N = 15 SE +/- 1.12, N = 3 96.82 96.09 89.44 1. (CC) gcc options: -fPIE -fPIC -O3 -O2 -pie -rdynamic -lpthread -lrt
SVT-AV1 Encoder Mode: Preset 8 - Input: Bosphorus 1080p OpenBenchmarking.org Frames Per Second, More Is Better SVT-AV1 1.7 Encoder Mode: Preset 8 - Input: Bosphorus 1080p Linux 6.6-rc1 Linux 6.4.14 Linux 6.5.1 30 60 90 120 150 SE +/- 1.08, N = 15 SE +/- 0.36, N = 3 SE +/- 2.44, N = 15 132.92 132.89 128.52 1. (CXX) g++ options: -fPIE -mavx512vl -std=gnu++11
SVT-AV1 Encoder Mode: Preset 12 - Input: Bosphorus 4K OpenBenchmarking.org Frames Per Second, More Is Better SVT-AV1 1.7 Encoder Mode: Preset 12 - Input: Bosphorus 4K Linux 6.6-rc1 Linux 6.4.14 Linux 6.5.1 40 80 120 160 200 SE +/- 0.90, N = 3 SE +/- 4.24, N = 12 SE +/- 4.12, N = 15 178.67 176.67 171.52 1. (CXX) g++ options: -fPIE -mavx512vl -std=gnu++11
Kvazaar Video Input: Bosphorus 1080p - Video Preset: Super Fast OpenBenchmarking.org Frames Per Second, More Is Better Kvazaar 2.2 Video Input: Bosphorus 1080p - Video Preset: Super Fast Linux 6.4.14 Linux 6.6-rc1 Linux 6.5.1 50 100 150 200 250 SE +/- 1.49, N = 3 SE +/- 4.79, N = 12 SE +/- 5.50, N = 15 209.30 194.68 186.74 1. (CC) gcc options: -pthread -ftree-vectorize -fvisibility=hidden -O2 -lpthread -lm -lrt
AOM AV1 Encoder Mode: Speed 11 Realtime - Input: Bosphorus 1080p OpenBenchmarking.org Frames Per Second, More Is Better AOM AV1 3.7 Encoder Mode: Speed 11 Realtime - Input: Bosphorus 1080p Linux 6.5.1 Linux 6.6-rc1 Linux 6.4.14 70 140 210 280 350 SE +/- 2.99, N = 15 SE +/- 2.88, N = 6 SE +/- 4.63, N = 15 305.18 300.50 295.92 1. (CXX) g++ options: -O3 -std=c++11 -U_FORTIFY_SOURCE -lm
AOM AV1 Encoder Mode: Speed 10 Realtime - Input: Bosphorus 1080p OpenBenchmarking.org Frames Per Second, More Is Better AOM AV1 3.7 Encoder Mode: Speed 10 Realtime - Input: Bosphorus 1080p Linux 6.5.1 Linux 6.4.14 Linux 6.6-rc1 60 120 180 240 300 SE +/- 4.90, N = 15 SE +/- 4.34, N = 15 SE +/- 4.09, N = 15 296.42 295.13 285.01 1. (CXX) g++ options: -O3 -std=c++11 -U_FORTIFY_SOURCE -lm
AOM AV1 Encoder Mode: Speed 9 Realtime - Input: Bosphorus 1080p OpenBenchmarking.org Frames Per Second, More Is Better AOM AV1 3.7 Encoder Mode: Speed 9 Realtime - Input: Bosphorus 1080p Linux 6.6-rc1 Linux 6.5.1 Linux 6.4.14 60 120 180 240 300 SE +/- 3.05, N = 15 SE +/- 5.48, N = 15 SE +/- 4.34, N = 15 296.54 290.39 282.35 1. (CXX) g++ options: -O3 -std=c++11 -U_FORTIFY_SOURCE -lm
AOM AV1 Encoder Mode: Speed 8 Realtime - Input: Bosphorus 1080p OpenBenchmarking.org Frames Per Second, More Is Better AOM AV1 3.7 Encoder Mode: Speed 8 Realtime - Input: Bosphorus 1080p Linux 6.6-rc1 Linux 6.4.14 Linux 6.5.1 60 120 180 240 300 SE +/- 2.62, N = 3 SE +/- 4.17, N = 15 SE +/- 3.79, N = 15 283.47 267.56 263.42 1. (CXX) g++ options: -O3 -std=c++11 -U_FORTIFY_SOURCE -lm
AOM AV1 Encoder Mode: Speed 6 Realtime - Input: Bosphorus 1080p OpenBenchmarking.org Frames Per Second, More Is Better AOM AV1 3.7 Encoder Mode: Speed 6 Realtime - Input: Bosphorus 1080p Linux 6.6-rc1 Linux 6.5.1 Linux 6.4.14 50 100 150 200 250 SE +/- 3.81, N = 15 SE +/- 3.60, N = 15 SE +/- 3.83, N = 15 247.18 242.99 229.52 1. (CXX) g++ options: -O3 -std=c++11 -U_FORTIFY_SOURCE -lm
AOM AV1 Encoder Mode: Speed 6 Realtime - Input: Bosphorus 4K OpenBenchmarking.org Frames Per Second, More Is Better AOM AV1 3.7 Encoder Mode: Speed 6 Realtime - Input: Bosphorus 4K Linux 6.4.14 Linux 6.5.1 Linux 6.6-rc1 20 40 60 80 100 SE +/- 2.01, N = 14 SE +/- 1.63, N = 14 SE +/- 1.29, N = 15 96.89 88.81 82.99 1. (CXX) g++ options: -O3 -std=c++11 -U_FORTIFY_SOURCE -lm
John The Ripper Test: MD5 OpenBenchmarking.org Real C/S, More Is Better John The Ripper 2023.03.14 Test: MD5 Linux 6.4.14 Linux 6.6-rc1 Linux 6.5.1 400K 800K 1200K 1600K 2000K SE +/- 3214.55, N = 3 SE +/- 96592.19, N = 12 SE +/- 13965.46, N = 7 1838000 1648967 1598714 1. (CC) gcc options: -m64 -lssl -lcrypto -fopenmp -lm -lrt -lz -ldl -lcrypt
John The Ripper Test: HMAC-SHA512 OpenBenchmarking.org Real C/S, More Is Better John The Ripper 2023.03.14 Test: HMAC-SHA512 Linux 6.4.14 Linux 6.6-rc1 Linux 6.5.1 15M 30M 45M 60M 75M SE +/- 444919.97, N = 3 SE +/- 4941602.26, N = 12 SE +/- 2837291.02, N = 12 69673333 63281250 57671917 1. (CC) gcc options: -m64 -lssl -lcrypto -fopenmp -lm -lrt -lz -ldl -lcrypt
John The Ripper Test: Blowfish OpenBenchmarking.org Real C/S, More Is Better John The Ripper 2023.03.14 Test: Blowfish Linux 6.4.14 Linux 6.6-rc1 Linux 6.5.1 9K 18K 27K 36K 45K SE +/- 14.62, N = 3 SE +/- 809.89, N = 12 SE +/- 463.35, N = 15 39743 37496 31828 1. (CC) gcc options: -m64 -lssl -lcrypto -fopenmp -lm -lrt -lz -ldl -lcrypt
WireGuard + Linux Networking Stack Stress Test OpenBenchmarking.org Seconds, Fewer Is Better WireGuard + Linux Networking Stack Stress Test Linux 6.5.1 Linux 6.4.14 Linux 6.6-rc1 30 60 90 120 150 SE +/- 1.02, N = 3 SE +/- 0.27, N = 3 SE +/- 4.06, N = 12 95.08 95.21 112.56
Phoronix Test Suite v10.8.4