sfsd Intel Core i7-8700K testing with a ASUS TUF Z370-PLUS GAMING (2001 BIOS) and ASUS Intel UHD 630 CFL GT2 16GB on Ubuntu 22.04 via the Phoronix Test Suite.
HTML result view exported from: https://openbenchmarking.org/result/2209060-NE-SFSD7970842&sor .
sfsd Processor Motherboard Chipset Memory Disk Graphics Audio Monitor Network OS Kernel Desktop Display Server OpenGL Vulkan Compiler File-System Screen Resolution A B C Intel Core i7-8700K @ 4.70GHz (6 Cores / 12 Threads) ASUS TUF Z370-PLUS GAMING (2001 BIOS) Intel 8th Gen Core 16GB 128GB Toshiba THNSN5128GPU7 ASUS Intel UHD 630 CFL GT2 16GB (1200MHz) Realtek ALC887-VD DELL S2409W Intel I219-V Ubuntu 22.04 5.19.0-rc6-phx-retbleed (x86_64) GNOME Shell 42.4 X Server + Wayland 4.6 Mesa 22.0.1 1.2.204 GCC 11.2.0 ext4 1920x1080 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-gBFGDP/gcc-11-11.2.0/debian/tmp-nvptx/usr,amdgcn-amdhsa=/build/gcc-11-gBFGDP/gcc-11-11.2.0/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 - OpenJDK Runtime Environment (build 11.0.16+8-post-Ubuntu-0ubuntu122.04) Python Details - Python 3.10.4 Security Details - itlb_multihit: KVM: Mitigation of VMX disabled + l1tf: Mitigation of PTE Inversion; VMX: conditional cache flushes SMT vulnerable + mds: Mitigation of Clear buffers; SMT vulnerable + meltdown: Mitigation of PTI + 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: Mitigation of TSX disabled
sfsd unpack-linux: linux-5.19.tar.xz unvanquished: 1920 x 1080 - High unvanquished: 1920 x 1080 - Ultra unvanquished: 1920 x 1080 - Medium blosc: blosclz shuffle blosc: blosclz bitshuffle lammps: Rhodopsin Protein graphics-magick: Swirl graphics-magick: Rotate graphics-magick: Sharpen graphics-magick: Enhanced graphics-magick: Resizing graphics-magick: Noise-Gaussian graphics-magick: HWB Color Space svt-av1: Preset 4 - Bosphorus 4K svt-av1: Preset 8 - Bosphorus 4K svt-av1: Preset 10 - Bosphorus 4K svt-av1: Preset 12 - Bosphorus 4K svt-av1: Preset 4 - Bosphorus 1080p svt-av1: Preset 8 - Bosphorus 1080p svt-av1: Preset 10 - Bosphorus 1080p svt-av1: Preset 12 - Bosphorus 1080p compress-7zip: Compression Rating compress-7zip: Decompression Rating build-nodejs: Time To Compile build-php: Time To Compile build-python: Default build-python: Released Build, PGO + LTO Optimized primesieve: 1e12 primesieve: 1e13 build-erlang: Time To Compile build-wasmer: Time To Compile aircrack-ng: node-web-tooling: clickhouse: 100M Rows Web Analytics Dataset, First Run / Cold Cache clickhouse: 100M Rows Web Analytics Dataset, Second Run clickhouse: 100M Rows Web Analytics Dataset, Third Run spark: 1000000 - 100 - SHA-512 Benchmark Time spark: 1000000 - 100 - Calculate Pi Benchmark spark: 1000000 - 100 - Calculate Pi Benchmark Using Dataframe spark: 1000000 - 100 - Group By Test Time spark: 1000000 - 100 - Repartition Test Time spark: 1000000 - 100 - Inner Join Test Time spark: 1000000 - 100 - Broadcast Inner Join Test Time spark: 1000000 - 500 - SHA-512 Benchmark Time spark: 1000000 - 500 - Calculate Pi Benchmark spark: 1000000 - 500 - Calculate Pi Benchmark Using Dataframe spark: 1000000 - 500 - Group By Test Time spark: 1000000 - 500 - Repartition Test Time spark: 1000000 - 500 - Inner Join Test Time spark: 1000000 - 500 - Broadcast Inner Join Test Time spark: 1000000 - 1000 - SHA-512 Benchmark Time spark: 1000000 - 1000 - Calculate Pi Benchmark spark: 1000000 - 1000 - Calculate Pi Benchmark Using Dataframe spark: 1000000 - 1000 - Group By Test Time spark: 1000000 - 1000 - Repartition Test Time spark: 1000000 - 1000 - Inner Join Test Time spark: 1000000 - 1000 - Broadcast Inner Join Test Time spark: 1000000 - 2000 - SHA-512 Benchmark Time spark: 1000000 - 2000 - Calculate Pi Benchmark spark: 1000000 - 2000 - Calculate Pi Benchmark Using Dataframe spark: 1000000 - 2000 - Group By Test Time spark: 1000000 - 2000 - Repartition Test Time spark: 1000000 - 2000 - Inner Join Test Time spark: 1000000 - 2000 - Broadcast Inner Join Test Time spark: 10000000 - 100 - SHA-512 Benchmark Time spark: 10000000 - 100 - Calculate Pi Benchmark spark: 10000000 - 100 - Calculate Pi Benchmark Using Dataframe spark: 10000000 - 100 - Group By Test Time spark: 10000000 - 100 - Repartition Test Time spark: 10000000 - 100 - Inner Join Test Time spark: 10000000 - 100 - Broadcast Inner Join Test Time spark: 10000000 - 500 - SHA-512 Benchmark Time spark: 10000000 - 500 - Calculate Pi Benchmark spark: 10000000 - 500 - Calculate Pi Benchmark Using Dataframe spark: 10000000 - 500 - Group By Test Time spark: 10000000 - 500 - Repartition Test Time spark: 10000000 - 500 - Inner Join Test Time spark: 10000000 - 500 - Broadcast Inner Join Test Time spark: 20000000 - 100 - SHA-512 Benchmark Time spark: 20000000 - 100 - Calculate Pi Benchmark spark: 20000000 - 100 - Calculate Pi Benchmark Using Dataframe spark: 20000000 - 100 - Group By Test Time spark: 20000000 - 100 - Repartition Test Time spark: 20000000 - 100 - Inner Join Test Time spark: 20000000 - 100 - Broadcast Inner Join Test Time spark: 20000000 - 500 - SHA-512 Benchmark Time spark: 20000000 - 500 - Calculate Pi Benchmark spark: 20000000 - 500 - Calculate Pi Benchmark Using Dataframe spark: 20000000 - 500 - Group By Test Time spark: 20000000 - 500 - Repartition Test Time spark: 20000000 - 500 - Inner Join Test Time spark: 20000000 - 500 - Broadcast Inner Join Test Time spark: 40000000 - 100 - SHA-512 Benchmark Time spark: 40000000 - 100 - Calculate Pi Benchmark spark: 40000000 - 100 - Calculate Pi Benchmark Using Dataframe spark: 40000000 - 100 - Group By Test Time spark: 40000000 - 100 - Repartition Test Time spark: 40000000 - 100 - Inner Join Test Time spark: 40000000 - 100 - Broadcast Inner Join Test Time spark: 40000000 - 500 - SHA-512 Benchmark Time spark: 40000000 - 500 - Calculate Pi Benchmark spark: 40000000 - 500 - Calculate Pi Benchmark Using Dataframe spark: 40000000 - 500 - Group By Test Time spark: 40000000 - 500 - Repartition Test Time spark: 40000000 - 500 - Inner Join Test Time spark: 40000000 - 500 - Broadcast Inner Join Test Time spark: 10000000 - 1000 - SHA-512 Benchmark Time spark: 10000000 - 1000 - Calculate Pi Benchmark spark: 10000000 - 1000 - Calculate Pi Benchmark Using Dataframe spark: 10000000 - 1000 - Group By Test Time spark: 10000000 - 1000 - Repartition Test Time spark: 10000000 - 1000 - Inner Join Test Time spark: 10000000 - 1000 - Broadcast Inner Join Test Time spark: 10000000 - 2000 - SHA-512 Benchmark Time spark: 10000000 - 2000 - Calculate Pi Benchmark spark: 10000000 - 2000 - Calculate Pi Benchmark Using Dataframe spark: 10000000 - 2000 - Group By Test Time spark: 10000000 - 2000 - Repartition Test Time spark: 10000000 - 2000 - Inner Join Test Time spark: 10000000 - 2000 - Broadcast Inner Join Test Time spark: 20000000 - 1000 - SHA-512 Benchmark Time spark: 20000000 - 1000 - Calculate Pi Benchmark spark: 20000000 - 1000 - Calculate Pi Benchmark Using Dataframe spark: 20000000 - 1000 - Group By Test Time spark: 20000000 - 1000 - Repartition Test Time spark: 20000000 - 1000 - Inner Join Test Time spark: 20000000 - 1000 - Broadcast Inner Join Test Time spark: 20000000 - 2000 - SHA-512 Benchmark Time spark: 20000000 - 2000 - Calculate Pi Benchmark spark: 20000000 - 2000 - Calculate Pi Benchmark Using Dataframe spark: 20000000 - 2000 - Group By Test Time spark: 20000000 - 2000 - Repartition Test Time spark: 20000000 - 2000 - Inner Join Test Time spark: 20000000 - 2000 - Broadcast Inner Join Test Time spark: 40000000 - 1000 - SHA-512 Benchmark Time spark: 40000000 - 1000 - Calculate Pi Benchmark spark: 40000000 - 1000 - Calculate Pi Benchmark Using Dataframe spark: 40000000 - 1000 - Group By Test Time spark: 40000000 - 1000 - Repartition Test Time spark: 40000000 - 1000 - Inner Join Test Time spark: 40000000 - 1000 - Broadcast Inner Join Test Time spark: 40000000 - 2000 - SHA-512 Benchmark Time spark: 40000000 - 2000 - Calculate Pi Benchmark spark: 40000000 - 2000 - Calculate Pi Benchmark Using Dataframe spark: 40000000 - 2000 - Group By Test Time spark: 40000000 - 2000 - Repartition Test Time spark: 40000000 - 2000 - Inner Join Test Time spark: 40000000 - 2000 - Broadcast Inner Join Test Time dragonflydb: 50 - 1:1 dragonflydb: 50 - 1:5 dragonflydb: 50 - 5:1 dragonflydb: 200 - 1:1 dragonflydb: 200 - 1:5 dragonflydb: 200 - 5:1 redis: GET - 50 redis: SET - 50 redis: GET - 500 redis: LPOP - 50 redis: SADD - 50 redis: SET - 500 redis: GET - 1000 redis: LPOP - 500 redis: LPUSH - 50 redis: SADD - 500 redis: SET - 1000 redis: LPOP - 1000 redis: LPUSH - 500 redis: SADD - 1000 redis: LPUSH - 1000 astcenc: Fast astcenc: Medium astcenc: Thorough astcenc: Exhaustive inkscape: SVG Files To PNG memtier-benchmark: Redis - 50 - 1:1 memtier-benchmark: Redis - 50 - 1:5 memtier-benchmark: Redis - 50 - 5:1 memtier-benchmark: Redis - 100 - 1:1 memtier-benchmark: Redis - 100 - 1:5 memtier-benchmark: Redis - 100 - 5:1 memtier-benchmark: Redis - 50 - 1:10 memtier-benchmark: Redis - 500 - 1:1 memtier-benchmark: Redis - 500 - 1:5 memtier-benchmark: Redis - 500 - 5:1 memtier-benchmark: Redis - 100 - 1:10 memtier-benchmark: Redis - 500 - 1:10 mnn: nasnet mnn: mobilenetV3 mnn: squeezenetv1.1 mnn: resnet-v2-50 mnn: SqueezeNetV1.0 mnn: MobileNetV2_224 mnn: mobilenet-v1-1.0 mnn: inception-v3 ncnn: CPU - mobilenet ncnn: CPU-v2-v2 - mobilenet-v2 ncnn: CPU-v3-v3 - mobilenet-v3 ncnn: CPU - shufflenet-v2 ncnn: CPU - mnasnet ncnn: CPU - efficientnet-b0 ncnn: CPU - blazeface ncnn: CPU - googlenet ncnn: CPU - vgg16 ncnn: CPU - resnet18 ncnn: CPU - alexnet ncnn: CPU - resnet50 ncnn: CPU - yolov4-tiny ncnn: CPU - squeezenet_ssd ncnn: CPU - regnety_400m ncnn: CPU - vision_transformer ncnn: CPU - FastestDet openvino: Face Detection FP16 - CPU openvino: Face Detection FP16 - CPU openvino: Person Detection FP16 - CPU openvino: Person Detection FP16 - CPU openvino: Person Detection FP32 - CPU openvino: Person Detection FP32 - CPU openvino: Vehicle Detection FP16 - CPU openvino: Vehicle Detection FP16 - CPU openvino: Face Detection FP16-INT8 - CPU openvino: Face Detection FP16-INT8 - CPU openvino: Vehicle Detection FP16-INT8 - CPU openvino: Vehicle Detection FP16-INT8 - CPU openvino: Weld Porosity Detection FP16 - CPU openvino: Weld Porosity Detection FP16 - CPU openvino: Machine Translation EN To DE FP16 - CPU openvino: Machine Translation EN To DE FP16 - CPU openvino: Weld Porosity Detection FP16-INT8 - CPU openvino: Weld Porosity Detection FP16-INT8 - CPU openvino: Person Vehicle Bike Detection FP16 - CPU openvino: Person Vehicle Bike Detection FP16 - CPU openvino: Age Gender Recognition Retail 0013 FP16 - CPU openvino: Age Gender Recognition Retail 0013 FP16 - CPU openvino: Age Gender Recognition Retail 0013 FP16-INT8 - CPU openvino: Age Gender Recognition Retail 0013 FP16-INT8 - CPU natron: Spaceship ai-benchmark: Device Inference Score ai-benchmark: Device Training Score ai-benchmark: Device AI Score A B C 7.241 128.4 57 188.3 10148.2 5989 4.942 264 655 91 143 640 172 628 1.195 24.938 51.151 76.443 4.079 68.855 158.082 285.723 48196 38738 957.971 86.842 24.532 288.398 31.15 369.551 141.863 87.613 23361.854 12.16 102.81 113.48 115.74 4.41 265.153226354 14.04 3.82 3.31 2.34 1.86 4.67 264.226547757 13.905990534 4.48 3.57 2.57 2.23 4.664221858 264.052941617 14.07 4.80 3.66 2.80 2.56956962 4.94 263.652568934 14.043861196 5.23 4.06 3.598246173 3.27 18.72 263.652088598 14.05 9.47 13.807076658 15.78 14.96 17.86 263.754411675 14.02 9.05 13.14097122 14.396405772 13.44 35.44 264.381780057 14.05 14.970582393 25.986921848 29.613820412 31.60 33.70 263.639657167 14.099430503 14.63298411 24.88 29.19 28.696135429 64.387573869 263.315801133 13.94 35.68 51.916134444 58.60 57.02 62.29 264.981969954 13.99 34.58 48.58 55.31 57.41 18.77 263.348910661 13.75 9.96 13.53 15.05 14.51 18.73 266.095305464 14.20 9.60 13.66539762 15.87 14.59 33.09102933 264.540998402 13.909854317 14.51 24.350182488 29.20 27.33 33.48 265.642731262 13.924694595 15.34 25.23 29.12 27.95 62.08 264.005641076 14.00 32.95 46.65523172 59.05 58.097028311 61.26 263.767059395 13.86 33.32 50.01 59.15 55.738831618 1988043.9 2144617.32 1927867.31 2087416.28 2211895.73 1992128.41 2732588 2361094.5 2815841.5 3444536.75 2629399.25 2331370 2912617 3301260.75 1906321.12 2627615.75 2074037.5 2090338.5 2046449.25 2609105.5 1848508.38 100.6353 37.1805 4.7866 0.4897 27.854 1945581.31 1989301.28 1726134.01 1806170.52 1970123.24 1716481.41 1950043.18 1623068.24 1761822.77 1512323.24 1992499.12 1790527.72 13.323 1.635 3.379 35.392 4.867 3.066 4.259 33.978 15.52 4.64 3.59 3.31 3.47 6.82 1.1 12.35 55.23 10.26 8.23 21.18 24.34 16.35 10.19 230.15 3.97 1.97 2022.73 1.23 3200.37 1.24 3194.29 106.65 37.49 3.8 1051.99 219.33 18.22 193.9 20.61 21.96 182 380.4 15.76 247.67 16.13 5321.4 1.11 9929.88 0.6 2.1 962 986 1948 7.108 132.7 56.6 182 10174.6 5946.4 4.941 264 625 91 143 644 172 638 1.203 25.457 53.315 78.248 4.068 68.34 158.056 285.843 48345 39049 957.363 87.021 24.495 288.253 30.724 373.915 142.044 86.669 23363.461 12.43 100.99 111.19 121.84 3.98 263.540749989 13.88 3.99 3.10 2.28 1.93 4.51 264.140951315 13.78 4.30 3.56 2.45 2.34 4.64 263.776367306 14.10 4.48 3.63 3.00 2.40 5.31 263.960444258 14.35 5.26 3.92 3.70 3.55 18.702075341 263.143421389 14.05 9.06 13.47 15.495994056 14.629265648 17.762720002 263.971714723 14.04 8.99 13.257431128 14.94 13.73 34.93 265.850551676 14.085522088 15.19 25.17 28.94 29.25 33.75 263.105880123 13.957632938 15.19 26.84 28.79 28.750545093 64.85 263.854947099 14.02 35.08 57.92 58.34445017 56.923808525 62.61 263.961978455 13.96 34.54 47.215243854 56.99 55.53 18.98 264.015118007 14.02 10.07 13.69 15.16 14.59 18.902454953 263.786086437 13.80 10.10 13.78 16.04 14.71 32.985493107 264.298589194 13.80 14.244176663 23.97 28.25 26.95 33.37 266.225163733 13.99 14.743993459 24.87 28.99 28.79 61.82910047 262.920880355 13.99 33.87 50.60 55.65 56.38 61.72 263.763690232 14.865667127 33.01 51.186432962 60.762904748 55.24 1994368.21 2154148.5 1931122.18 2051704.42 2194182.24 2005750.94 2861609.25 1924962.25 2823473.75 2141549.5 2605961.25 2327680 2347019 2035452.62 1786065.12 2492194.5 2222163.25 2043605.62 1778839.88 2158587.25 1897336 100.3432 37.2343 4.7876 0.4895 27.965 1711625.32 1942966.66 1713885.81 1761644.31 1919288.21 1737144.54 1899683.69 1593958.74 1772298.56 1533754.23 2022525.58 1789992.05 13.653 1.65 3.399 35.304 4.851 3.123 4.271 33.952 15.59 4.6 3.57 3.18 3.41 6.78 1.1 12.27 55.21 10.27 8.24 21.05 24.35 16.34 10 228.89 3.86 1.98 2019.27 1.23 3196.88 1.2 3299.94 122.98 32.5 3.81 1049.73 220.79 18.1 195.66 20.43 22.06 181.13 380.42 15.76 246.98 16.18 5297.96 1.12 9884.04 0.6 2.1 965 985 1950 7.062 134.9 57.0 179.2 10229.1 5977.6 4.912 265 656 91 143 643 172 639 1.201 25.652 53.407 78.108 4.072 69.095 158.634 285.997 47249 38962 955.946 86.245 24.302 289.768 30.989 382.859 142.316 85.902 23366.598 12.14 100.03 113.79 115.00 4.24 265.96 14.10 3.90 3.28 2.28 1.91 4.69 266.50 14.00 4.37 3.41 2.62 2.37 4.76 266.025028162 14.11 4.65 3.66 2.94 2.52 5.32 265.811726043 14.07 5.03 4.03 3.62 3.38 18.64 265.63 13.96 9.34 13.90 15.85 15.68 17.89 266.283175236 14.00 9.35 13.29 14.96 14.14 34.57 265.83 13.99 15.35 26.74 29.71 31.18 33.71 265.920856740 13.89 14.78 24.56 28.32 27.69 65.48 266.04 14.19 36.32 50.03 57.94 58.75 62.43 266.71 13.97 34.29 48.18 57.19 54.76 18.81 266.07 14.80 9.82 13.59 15.10 14.23 18.80 265.85 13.98 10.15 13.90 16.60 14.57 32.77 265.99 14.12 14.58 24.45 27.81 27.76 33.54 266.71 13.93 15.30 25.41 29.13 27.65 62.14 266.48 13.95 33.18 47.20 55.99 55.67 61.87 266.18 13.88 33.89 47.48 58.05 54.84 1996857.54 2159425.65 1934424.72 2074466.95 2217552.26 2032385.14 2830668.70 2306357.42 2799995.58 3105232.87 2552054.12 2201393.84 2732949.30 3208768.77 1878914.92 2568888.29 2226848.23 2028878.43 1933436.95 2594956.17 1945768.33 100.2210 37.1875 4.7847 0.4859 27.666 1819804.24 1929613.47 1695938.52 1813065.59 1943695.24 1711961.58 1944401.05 1620962.12 1720148.88 1545189.59 1996437.79 1748466.51 13.104 1.636 3.408 35.282 4.877 3.080 4.275 33.905 15.61 4.62 3.61 3.32 3.48 6.84 1.10 12.38 55.11 10.26 8.23 21.03 24.31 16.33 10.23 228.59 3.97 1.93 2056.36 1.18 3310.58 1.17 3338.27 119.13 33.55 3.63 1100.09 213.97 18.68 183.65 21.76 21.00 190.39 364.28 16.46 242.22 16.49 5106.22 1.16 9454.83 0.63 2.1 949 984 1933 OpenBenchmarking.org
Unpacking The Linux Kernel linux-5.19.tar.xz OpenBenchmarking.org Seconds, Fewer Is Better Unpacking The Linux Kernel 5.19 linux-5.19.tar.xz C B A 2 4 6 8 10 SE +/- 0.031, N = 4 7.062 7.108 7.241
Unvanquished Resolution: 1920 x 1080 - Effects Quality: High OpenBenchmarking.org Frames Per Second, More Is Better Unvanquished 0.53 Resolution: 1920 x 1080 - Effects Quality: High C B A 30 60 90 120 150 SE +/- 1.15, N = 3 134.9 132.7 128.4
Unvanquished Resolution: 1920 x 1080 - Effects Quality: Ultra OpenBenchmarking.org Frames Per Second, More Is Better Unvanquished 0.53 Resolution: 1920 x 1080 - Effects Quality: Ultra C A B 13 26 39 52 65 SE +/- 0.03, N = 3 57.0 57.0 56.6
Unvanquished Resolution: 1920 x 1080 - Effects Quality: Medium OpenBenchmarking.org Frames Per Second, More Is Better Unvanquished 0.53 Resolution: 1920 x 1080 - Effects Quality: Medium A B C 40 80 120 160 200 SE +/- 2.18, N = 4 188.3 182.0 179.2
C-Blosc Test: blosclz shuffle OpenBenchmarking.org MB/s, More Is Better C-Blosc 2.3 Test: blosclz shuffle C B A 2K 4K 6K 8K 10K SE +/- 23.89, N = 3 10229.1 10174.6 10148.2 1. (CC) gcc options: -std=gnu99 -O3 -lrt -lm
C-Blosc Test: blosclz bitshuffle OpenBenchmarking.org MB/s, More Is Better C-Blosc 2.3 Test: blosclz bitshuffle A C B 1300 2600 3900 5200 6500 SE +/- 28.37, N = 3 5989.0 5977.6 5946.4 1. (CC) gcc options: -std=gnu99 -O3 -lrt -lm
LAMMPS Molecular Dynamics Simulator Model: Rhodopsin Protein OpenBenchmarking.org ns/day, More Is Better LAMMPS Molecular Dynamics Simulator 23Jun2022 Model: Rhodopsin Protein A B C 1.112 2.224 3.336 4.448 5.56 SE +/- 0.012, N = 3 4.942 4.941 4.912 1. (CXX) g++ options: -O3 -lm -ldl
GraphicsMagick Operation: Swirl OpenBenchmarking.org Iterations Per Minute, More Is Better GraphicsMagick 1.3.38 Operation: Swirl C B A 60 120 180 240 300 SE +/- 0.00, N = 3 265 264 264 1. (CC) gcc options: -fopenmp -O2 -ljbig -ltiff -lfreetype -ljpeg -lXext -lSM -lICE -lX11 -llzma -lbz2 -lxml2 -lz -lm -lpthread
GraphicsMagick Operation: Rotate OpenBenchmarking.org Iterations Per Minute, More Is Better GraphicsMagick 1.3.38 Operation: Rotate C A B 140 280 420 560 700 SE +/- 3.71, N = 3 656 655 625 1. (CC) gcc options: -fopenmp -O2 -ljbig -ltiff -lfreetype -ljpeg -lXext -lSM -lICE -lX11 -llzma -lbz2 -lxml2 -lz -lm -lpthread
GraphicsMagick Operation: Sharpen OpenBenchmarking.org Iterations Per Minute, More Is Better GraphicsMagick 1.3.38 Operation: Sharpen C B A 20 40 60 80 100 SE +/- 0.00, N = 3 91 91 91 1. (CC) gcc options: -fopenmp -O2 -ljbig -ltiff -lfreetype -ljpeg -lXext -lSM -lICE -lX11 -llzma -lbz2 -lxml2 -lz -lm -lpthread
GraphicsMagick Operation: Enhanced OpenBenchmarking.org Iterations Per Minute, More Is Better GraphicsMagick 1.3.38 Operation: Enhanced C B A 30 60 90 120 150 SE +/- 0.00, N = 3 143 143 143 1. (CC) gcc options: -fopenmp -O2 -ljbig -ltiff -lfreetype -ljpeg -lXext -lSM -lICE -lX11 -llzma -lbz2 -lxml2 -lz -lm -lpthread
GraphicsMagick Operation: Resizing OpenBenchmarking.org Iterations Per Minute, More Is Better GraphicsMagick 1.3.38 Operation: Resizing B C A 140 280 420 560 700 SE +/- 0.58, N = 3 644 643 640 1. (CC) gcc options: -fopenmp -O2 -ljbig -ltiff -lfreetype -ljpeg -lXext -lSM -lICE -lX11 -llzma -lbz2 -lxml2 -lz -lm -lpthread
GraphicsMagick Operation: Noise-Gaussian OpenBenchmarking.org Iterations Per Minute, More Is Better GraphicsMagick 1.3.38 Operation: Noise-Gaussian C B A 40 80 120 160 200 SE +/- 0.33, N = 3 172 172 172 1. (CC) gcc options: -fopenmp -O2 -ljbig -ltiff -lfreetype -ljpeg -lXext -lSM -lICE -lX11 -llzma -lbz2 -lxml2 -lz -lm -lpthread
GraphicsMagick Operation: HWB Color Space OpenBenchmarking.org Iterations Per Minute, More Is Better GraphicsMagick 1.3.38 Operation: HWB Color Space C B A 140 280 420 560 700 SE +/- 0.33, N = 3 639 638 628 1. (CC) gcc options: -fopenmp -O2 -ljbig -ltiff -lfreetype -ljpeg -lXext -lSM -lICE -lX11 -llzma -lbz2 -lxml2 -lz -lm -lpthread
SVT-AV1 Encoder Mode: Preset 4 - Input: Bosphorus 4K OpenBenchmarking.org Frames Per Second, More Is Better SVT-AV1 1.2 Encoder Mode: Preset 4 - Input: Bosphorus 4K B C A 0.2707 0.5414 0.8121 1.0828 1.3535 SE +/- 0.004, N = 3 1.203 1.201 1.195 1. (CXX) g++ options: -march=native -mno-avx -mavx2 -mavx512f -mavx512bw -mavx512dq
SVT-AV1 Encoder Mode: Preset 8 - Input: Bosphorus 4K OpenBenchmarking.org Frames Per Second, More Is Better SVT-AV1 1.2 Encoder Mode: Preset 8 - Input: Bosphorus 4K C B A 6 12 18 24 30 SE +/- 0.09, N = 3 25.65 25.46 24.94 1. (CXX) g++ options: -march=native -mno-avx -mavx2 -mavx512f -mavx512bw -mavx512dq
SVT-AV1 Encoder Mode: Preset 10 - Input: Bosphorus 4K OpenBenchmarking.org Frames Per Second, More Is Better SVT-AV1 1.2 Encoder Mode: Preset 10 - Input: Bosphorus 4K C B A 12 24 36 48 60 SE +/- 0.09, N = 3 53.41 53.32 51.15 1. (CXX) g++ options: -march=native -mno-avx -mavx2 -mavx512f -mavx512bw -mavx512dq
SVT-AV1 Encoder Mode: Preset 12 - Input: Bosphorus 4K OpenBenchmarking.org Frames Per Second, More Is Better SVT-AV1 1.2 Encoder Mode: Preset 12 - Input: Bosphorus 4K B C A 20 40 60 80 100 SE +/- 0.25, N = 3 78.25 78.11 76.44 1. (CXX) g++ options: -march=native -mno-avx -mavx2 -mavx512f -mavx512bw -mavx512dq
SVT-AV1 Encoder Mode: Preset 4 - Input: Bosphorus 1080p OpenBenchmarking.org Frames Per Second, More Is Better SVT-AV1 1.2 Encoder Mode: Preset 4 - Input: Bosphorus 1080p A C B 0.9178 1.8356 2.7534 3.6712 4.589 SE +/- 0.007, N = 3 4.079 4.072 4.068 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 1.2 Encoder Mode: Preset 8 - Input: Bosphorus 1080p C A B 15 30 45 60 75 SE +/- 0.23, N = 3 69.10 68.86 68.34 1. (CXX) g++ options: -march=native -mno-avx -mavx2 -mavx512f -mavx512bw -mavx512dq
SVT-AV1 Encoder Mode: Preset 10 - Input: Bosphorus 1080p OpenBenchmarking.org Frames Per Second, More Is Better SVT-AV1 1.2 Encoder Mode: Preset 10 - Input: Bosphorus 1080p C A B 40 80 120 160 200 SE +/- 0.48, N = 3 158.63 158.08 158.06 1. (CXX) g++ options: -march=native -mno-avx -mavx2 -mavx512f -mavx512bw -mavx512dq
SVT-AV1 Encoder Mode: Preset 12 - Input: Bosphorus 1080p OpenBenchmarking.org Frames Per Second, More Is Better SVT-AV1 1.2 Encoder Mode: Preset 12 - Input: Bosphorus 1080p C B A 60 120 180 240 300 SE +/- 1.67, N = 3 286.00 285.84 285.72 1. (CXX) g++ options: -march=native -mno-avx -mavx2 -mavx512f -mavx512bw -mavx512dq
7-Zip Compression Test: Compression Rating OpenBenchmarking.org MIPS, More Is Better 7-Zip Compression 22.01 Test: Compression Rating B A C 10K 20K 30K 40K 50K SE +/- 84.10, N = 3 48345 48196 47249 1. (CXX) g++ options: -lpthread -ldl -O2 -fPIC
7-Zip Compression Test: Decompression Rating OpenBenchmarking.org MIPS, More Is Better 7-Zip Compression 22.01 Test: Decompression Rating B C A 8K 16K 24K 32K 40K SE +/- 65.37, N = 3 39049 38962 38738 1. (CXX) g++ options: -lpthread -ldl -O2 -fPIC
Timed Node.js Compilation Time To Compile OpenBenchmarking.org Seconds, Fewer Is Better Timed Node.js Compilation 18.8 Time To Compile C B A 200 400 600 800 1000 SE +/- 0.84, N = 3 955.95 957.36 957.97
Timed PHP Compilation Time To Compile OpenBenchmarking.org Seconds, Fewer Is Better Timed PHP Compilation 8.1.9 Time To Compile C A B 20 40 60 80 100 SE +/- 0.42, N = 3 86.25 86.84 87.02
Timed CPython Compilation Build Configuration: Default OpenBenchmarking.org Seconds, Fewer Is Better Timed CPython Compilation 3.10.6 Build Configuration: Default C B A 6 12 18 24 30 24.30 24.50 24.53
Timed CPython Compilation Build Configuration: Released Build, PGO + LTO Optimized OpenBenchmarking.org Seconds, Fewer Is Better Timed CPython Compilation 3.10.6 Build Configuration: Released Build, PGO + LTO Optimized B A C 60 120 180 240 300 288.25 288.40 289.77
Primesieve Length: 1e12 OpenBenchmarking.org Seconds, Fewer Is Better Primesieve 8.0 Length: 1e12 B C A 7 14 21 28 35 SE +/- 0.03, N = 3 30.72 30.99 31.15 1. (CXX) g++ options: -O3
Primesieve Length: 1e13 OpenBenchmarking.org Seconds, Fewer Is Better Primesieve 8.0 Length: 1e13 A B C 80 160 240 320 400 SE +/- 1.09, N = 3 369.55 373.92 382.86 1. (CXX) g++ options: -O3
Timed Erlang/OTP Compilation Time To Compile OpenBenchmarking.org Seconds, Fewer Is Better Timed Erlang/OTP Compilation 25.0 Time To Compile A B C 30 60 90 120 150 SE +/- 0.19, N = 3 141.86 142.04 142.32
Timed Wasmer Compilation Time To Compile OpenBenchmarking.org Seconds, Fewer Is Better Timed Wasmer Compilation 2.3 Time To Compile C B A 20 40 60 80 100 SE +/- 0.49, N = 3 85.90 86.67 87.61 1. (CC) gcc options: -m64 -ldl -lgcc_s -lutil -lrt -lpthread -lm -lc -pie -nodefaultlibs
Aircrack-ng OpenBenchmarking.org k/s, More Is Better Aircrack-ng 1.7 C B A 5K 10K 15K 20K 25K SE +/- 2.01, N = 3 23366.60 23363.46 23361.85 1. (CXX) g++ options: -std=gnu++17 -O3 -fvisibility=hidden -fcommon -rdynamic -lnl-3 -lnl-genl-3 -lpcre -lsqlite3 -lpthread -lz -lssl -lcrypto -lhwloc -ldl -lm -pthread
Node.js V8 Web Tooling Benchmark OpenBenchmarking.org runs/s, More Is Better Node.js V8 Web Tooling Benchmark B A C 3 6 9 12 15 SE +/- 0.06, N = 3 12.43 12.16 12.14
ClickHouse 100M Rows Web Analytics Dataset, First Run / Cold Cache OpenBenchmarking.org Queries Per Minute, Geo Mean, More Is Better ClickHouse 22.5.4.19 100M Rows Web Analytics Dataset, First Run / Cold Cache A B C 20 40 60 80 100 SE +/- 1.12, N = 5 102.81 100.99 100.03 MIN: 7.39 / MAX: 15000 MIN: 7.71 / MAX: 8571.43 MIN: 6.85 / MAX: 12000 1. ClickHouse server version 22.5.4.19 (official build).
ClickHouse 100M Rows Web Analytics Dataset, Second Run OpenBenchmarking.org Queries Per Minute, Geo Mean, More Is Better ClickHouse 22.5.4.19 100M Rows Web Analytics Dataset, Second Run C A B 30 60 90 120 150 SE +/- 1.47, N = 5 113.79 113.48 111.19 MIN: 7.08 / MAX: 20000 MIN: 7.71 / MAX: 12000 MIN: 8.34 / MAX: 12000 1. ClickHouse server version 22.5.4.19 (official build).
ClickHouse 100M Rows Web Analytics Dataset, Third Run OpenBenchmarking.org Queries Per Minute, Geo Mean, More Is Better ClickHouse 22.5.4.19 100M Rows Web Analytics Dataset, Third Run B A C 30 60 90 120 150 SE +/- 1.03, N = 5 121.84 115.74 115.00 MIN: 8.5 / MAX: 20000 MIN: 8.6 / MAX: 20000 MIN: 7.14 / MAX: 12000 1. ClickHouse server version 22.5.4.19 (official build).
Apache Spark Row Count: 1000000 - Partitions: 100 - SHA-512 Benchmark Time OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark 3.3 Row Count: 1000000 - Partitions: 100 - SHA-512 Benchmark Time B C A 0.9923 1.9846 2.9769 3.9692 4.9615 SE +/- 0.06, N = 9 3.98 4.24 4.41
Apache Spark Row Count: 1000000 - Partitions: 100 - Calculate Pi Benchmark OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark 3.3 Row Count: 1000000 - Partitions: 100 - Calculate Pi Benchmark B A C 60 120 180 240 300 SE +/- 0.43, N = 9 263.54 265.15 265.96
Apache Spark Row Count: 1000000 - Partitions: 100 - Calculate Pi Benchmark Using Dataframe OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark 3.3 Row Count: 1000000 - Partitions: 100 - Calculate Pi Benchmark Using Dataframe B A C 4 8 12 16 20 SE +/- 0.09, N = 9 13.88 14.04 14.10
Apache Spark Row Count: 1000000 - Partitions: 100 - Group By Test Time OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark 3.3 Row Count: 1000000 - Partitions: 100 - Group By Test Time A C B 0.8978 1.7956 2.6934 3.5912 4.489 SE +/- 0.04, N = 9 3.82 3.90 3.99
Apache Spark Row Count: 1000000 - Partitions: 100 - Repartition Test Time OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark 3.3 Row Count: 1000000 - Partitions: 100 - Repartition Test Time B C A 0.7448 1.4896 2.2344 2.9792 3.724 SE +/- 0.02, N = 9 3.10 3.28 3.31
Apache Spark Row Count: 1000000 - Partitions: 100 - Inner Join Test Time OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark 3.3 Row Count: 1000000 - Partitions: 100 - Inner Join Test Time B C A 0.5265 1.053 1.5795 2.106 2.6325 SE +/- 0.02, N = 9 2.28 2.28 2.34
Apache Spark Row Count: 1000000 - Partitions: 100 - Broadcast Inner Join Test Time OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark 3.3 Row Count: 1000000 - Partitions: 100 - Broadcast Inner Join Test Time A C B 0.4343 0.8686 1.3029 1.7372 2.1715 SE +/- 0.02, N = 9 1.86 1.91 1.93
Apache Spark Row Count: 1000000 - Partitions: 500 - SHA-512 Benchmark Time OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark 3.3 Row Count: 1000000 - Partitions: 500 - SHA-512 Benchmark Time B A C 1.0553 2.1106 3.1659 4.2212 5.2765 SE +/- 0.05, N = 9 4.51 4.67 4.69
Apache Spark Row Count: 1000000 - Partitions: 500 - Calculate Pi Benchmark OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark 3.3 Row Count: 1000000 - Partitions: 500 - Calculate Pi Benchmark B A C 60 120 180 240 300 SE +/- 0.36, N = 9 264.14 264.23 266.50
Apache Spark Row Count: 1000000 - Partitions: 500 - Calculate Pi Benchmark Using Dataframe OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark 3.3 Row Count: 1000000 - Partitions: 500 - Calculate Pi Benchmark Using Dataframe B A C 4 8 12 16 20 SE +/- 0.03, N = 9 13.78 13.91 14.00
Apache Spark Row Count: 1000000 - Partitions: 500 - Group By Test Time OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark 3.3 Row Count: 1000000 - Partitions: 500 - Group By Test Time B C A 1.008 2.016 3.024 4.032 5.04 SE +/- 0.02, N = 9 4.30 4.37 4.48
Apache Spark Row Count: 1000000 - Partitions: 500 - Repartition Test Time OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark 3.3 Row Count: 1000000 - Partitions: 500 - Repartition Test Time C B A 0.8033 1.6066 2.4099 3.2132 4.0165 SE +/- 0.02, N = 9 3.41 3.56 3.57
Apache Spark Row Count: 1000000 - Partitions: 500 - Inner Join Test Time OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark 3.3 Row Count: 1000000 - Partitions: 500 - Inner Join Test Time B A C 0.5895 1.179 1.7685 2.358 2.9475 SE +/- 0.03, N = 9 2.45 2.57 2.62
Apache Spark Row Count: 1000000 - Partitions: 500 - Broadcast Inner Join Test Time OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark 3.3 Row Count: 1000000 - Partitions: 500 - Broadcast Inner Join Test Time A B C 0.5333 1.0666 1.5999 2.1332 2.6665 SE +/- 0.11, N = 9 2.23 2.34 2.37
Apache Spark Row Count: 1000000 - Partitions: 1000 - SHA-512 Benchmark Time OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark 3.3 Row Count: 1000000 - Partitions: 1000 - SHA-512 Benchmark Time B A C 1.071 2.142 3.213 4.284 5.355 SE +/- 0.083377130, N = 6 4.640000000 4.664221858 4.760000000
Apache Spark Row Count: 1000000 - Partitions: 1000 - Calculate Pi Benchmark OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark 3.3 Row Count: 1000000 - Partitions: 1000 - Calculate Pi Benchmark B A C 60 120 180 240 300 SE +/- 0.19, N = 6 263.78 264.05 266.03
Apache Spark Row Count: 1000000 - Partitions: 1000 - Calculate Pi Benchmark Using Dataframe OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark 3.3 Row Count: 1000000 - Partitions: 1000 - Calculate Pi Benchmark Using Dataframe A B C 4 8 12 16 20 SE +/- 0.14, N = 6 14.07 14.10 14.11
Apache Spark Row Count: 1000000 - Partitions: 1000 - Group By Test Time OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark 3.3 Row Count: 1000000 - Partitions: 1000 - Group By Test Time B C A 1.08 2.16 3.24 4.32 5.4 SE +/- 0.06, N = 6 4.48 4.65 4.80
Apache Spark Row Count: 1000000 - Partitions: 1000 - Repartition Test Time OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark 3.3 Row Count: 1000000 - Partitions: 1000 - Repartition Test Time B A C 0.8235 1.647 2.4705 3.294 4.1175 SE +/- 0.02, N = 6 3.63 3.66 3.66
Apache Spark Row Count: 1000000 - Partitions: 1000 - Inner Join Test Time OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark 3.3 Row Count: 1000000 - Partitions: 1000 - Inner Join Test Time A C B 0.675 1.35 2.025 2.7 3.375 SE +/- 0.03, N = 6 2.80 2.94 3.00
Apache Spark Row Count: 1000000 - Partitions: 1000 - Broadcast Inner Join Test Time OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark 3.3 Row Count: 1000000 - Partitions: 1000 - Broadcast Inner Join Test Time B C A 0.5782 1.1564 1.7346 2.3128 2.891 SE +/- 0.02035353, N = 6 2.40000000 2.52000000 2.56956962
Apache Spark Row Count: 1000000 - Partitions: 2000 - SHA-512 Benchmark Time OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark 3.3 Row Count: 1000000 - Partitions: 2000 - SHA-512 Benchmark Time A B C 1.197 2.394 3.591 4.788 5.985 SE +/- 0.05, N = 9 4.94 5.31 5.32
Apache Spark Row Count: 1000000 - Partitions: 2000 - Calculate Pi Benchmark OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark 3.3 Row Count: 1000000 - Partitions: 2000 - Calculate Pi Benchmark A B C 60 120 180 240 300 SE +/- 0.16, N = 9 263.65 263.96 265.81
Apache Spark Row Count: 1000000 - Partitions: 2000 - Calculate Pi Benchmark Using Dataframe OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark 3.3 Row Count: 1000000 - Partitions: 2000 - Calculate Pi Benchmark Using Dataframe A C B 4 8 12 16 20 SE +/- 0.10, N = 9 14.04 14.07 14.35
Apache Spark Row Count: 1000000 - Partitions: 2000 - Group By Test Time OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark 3.3 Row Count: 1000000 - Partitions: 2000 - Group By Test Time C A B 1.1835 2.367 3.5505 4.734 5.9175 SE +/- 0.03, N = 9 5.03 5.23 5.26
Apache Spark Row Count: 1000000 - Partitions: 2000 - Repartition Test Time OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark 3.3 Row Count: 1000000 - Partitions: 2000 - Repartition Test Time B C A 0.9135 1.827 2.7405 3.654 4.5675 SE +/- 0.05, N = 9 3.92 4.03 4.06
Apache Spark Row Count: 1000000 - Partitions: 2000 - Inner Join Test Time OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark 3.3 Row Count: 1000000 - Partitions: 2000 - Inner Join Test Time A C B 0.8325 1.665 2.4975 3.33 4.1625 SE +/- 0.039029208, N = 9 3.598246173 3.620000000 3.700000000
Apache Spark Row Count: 1000000 - Partitions: 2000 - Broadcast Inner Join Test Time OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark 3.3 Row Count: 1000000 - Partitions: 2000 - Broadcast Inner Join Test Time A C B 0.7988 1.5976 2.3964 3.1952 3.994 SE +/- 0.06, N = 9 3.27 3.38 3.55
Apache Spark Row Count: 10000000 - Partitions: 100 - SHA-512 Benchmark Time OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark 3.3 Row Count: 10000000 - Partitions: 100 - SHA-512 Benchmark Time C B A 5 10 15 20 25 SE +/- 0.13, N = 3 18.64 18.70 18.72
Apache Spark Row Count: 10000000 - Partitions: 100 - Calculate Pi Benchmark OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark 3.3 Row Count: 10000000 - Partitions: 100 - Calculate Pi Benchmark B A C 60 120 180 240 300 SE +/- 0.13, N = 3 263.14 263.65 265.63
Apache Spark Row Count: 10000000 - Partitions: 100 - Calculate Pi Benchmark Using Dataframe OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark 3.3 Row Count: 10000000 - Partitions: 100 - Calculate Pi Benchmark Using Dataframe C A B 4 8 12 16 20 SE +/- 0.09, N = 3 13.96 14.05 14.05
Apache Spark Row Count: 10000000 - Partitions: 100 - Group By Test Time OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark 3.3 Row Count: 10000000 - Partitions: 100 - Group By Test Time B C A 3 6 9 12 15 SE +/- 0.06, N = 3 9.06 9.34 9.47
Apache Spark Row Count: 10000000 - Partitions: 100 - Repartition Test Time OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark 3.3 Row Count: 10000000 - Partitions: 100 - Repartition Test Time B A C 4 8 12 16 20 SE +/- 0.19, N = 3 13.47 13.81 13.90
Apache Spark Row Count: 10000000 - Partitions: 100 - Inner Join Test Time OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark 3.3 Row Count: 10000000 - Partitions: 100 - Inner Join Test Time B A C 4 8 12 16 20 SE +/- 0.27, N = 3 15.50 15.78 15.85
Apache Spark Row Count: 10000000 - Partitions: 100 - Broadcast Inner Join Test Time OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark 3.3 Row Count: 10000000 - Partitions: 100 - Broadcast Inner Join Test Time B A C 4 8 12 16 20 SE +/- 0.54, N = 3 14.63 14.96 15.68
Apache Spark Row Count: 10000000 - Partitions: 500 - SHA-512 Benchmark Time OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark 3.3 Row Count: 10000000 - Partitions: 500 - SHA-512 Benchmark Time B A C 4 8 12 16 20 SE +/- 0.14, N = 3 17.76 17.86 17.89
Apache Spark Row Count: 10000000 - Partitions: 500 - Calculate Pi Benchmark OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark 3.3 Row Count: 10000000 - Partitions: 500 - Calculate Pi Benchmark A B C 60 120 180 240 300 SE +/- 0.09, N = 3 263.75 263.97 266.28
Apache Spark Row Count: 10000000 - Partitions: 500 - Calculate Pi Benchmark Using Dataframe OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark 3.3 Row Count: 10000000 - Partitions: 500 - Calculate Pi Benchmark Using Dataframe C A B 4 8 12 16 20 SE +/- 0.06, N = 3 14.00 14.02 14.04
Apache Spark Row Count: 10000000 - Partitions: 500 - Group By Test Time OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark 3.3 Row Count: 10000000 - Partitions: 500 - Group By Test Time B A C 3 6 9 12 15 SE +/- 0.04, N = 3 8.99 9.05 9.35
Apache Spark Row Count: 10000000 - Partitions: 500 - Repartition Test Time OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark 3.3 Row Count: 10000000 - Partitions: 500 - Repartition Test Time A B C 3 6 9 12 15 SE +/- 0.08, N = 3 13.14 13.26 13.29
Apache Spark Row Count: 10000000 - Partitions: 500 - Inner Join Test Time OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark 3.3 Row Count: 10000000 - Partitions: 500 - Inner Join Test Time A B C 4 8 12 16 20 SE +/- 0.31, N = 3 14.40 14.94 14.96
Apache Spark Row Count: 10000000 - Partitions: 500 - Broadcast Inner Join Test Time OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark 3.3 Row Count: 10000000 - Partitions: 500 - Broadcast Inner Join Test Time A B C 4 8 12 16 20 SE +/- 0.50, N = 3 13.44 13.73 14.14
Apache Spark Row Count: 20000000 - Partitions: 100 - SHA-512 Benchmark Time OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark 3.3 Row Count: 20000000 - Partitions: 100 - SHA-512 Benchmark Time C B A 8 16 24 32 40 SE +/- 0.15, N = 3 34.57 34.93 35.44
Apache Spark Row Count: 20000000 - Partitions: 100 - Calculate Pi Benchmark OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark 3.3 Row Count: 20000000 - Partitions: 100 - Calculate Pi Benchmark A C B 60 120 180 240 300 SE +/- 0.45, N = 3 264.38 265.83 265.85
Apache Spark Row Count: 20000000 - Partitions: 100 - Calculate Pi Benchmark Using Dataframe OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark 3.3 Row Count: 20000000 - Partitions: 100 - Calculate Pi Benchmark Using Dataframe C A B 4 8 12 16 20 SE +/- 0.03, N = 3 13.99 14.05 14.09
Apache Spark Row Count: 20000000 - Partitions: 100 - Group By Test Time OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark 3.3 Row Count: 20000000 - Partitions: 100 - Group By Test Time A B C 4 8 12 16 20 SE +/- 0.19, N = 3 14.97 15.19 15.35
Apache Spark Row Count: 20000000 - Partitions: 100 - Repartition Test Time OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark 3.3 Row Count: 20000000 - Partitions: 100 - Repartition Test Time B A C 6 12 18 24 30 SE +/- 0.16, N = 3 25.17 25.99 26.74
Apache Spark Row Count: 20000000 - Partitions: 100 - Inner Join Test Time OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark 3.3 Row Count: 20000000 - Partitions: 100 - Inner Join Test Time B A C 7 14 21 28 35 SE +/- 0.45, N = 3 28.94 29.61 29.71
Apache Spark Row Count: 20000000 - Partitions: 100 - Broadcast Inner Join Test Time OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark 3.3 Row Count: 20000000 - Partitions: 100 - Broadcast Inner Join Test Time B C A 7 14 21 28 35 SE +/- 0.32, N = 3 29.25 31.18 31.60
Apache Spark Row Count: 20000000 - Partitions: 500 - SHA-512 Benchmark Time OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark 3.3 Row Count: 20000000 - Partitions: 500 - SHA-512 Benchmark Time A C B 8 16 24 32 40 SE +/- 0.27, N = 3 33.70 33.71 33.75
Apache Spark Row Count: 20000000 - Partitions: 500 - Calculate Pi Benchmark OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark 3.3 Row Count: 20000000 - Partitions: 500 - Calculate Pi Benchmark B A C 60 120 180 240 300 SE +/- 0.37, N = 3 263.11 263.64 265.92
Apache Spark Row Count: 20000000 - Partitions: 500 - Calculate Pi Benchmark Using Dataframe OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark 3.3 Row Count: 20000000 - Partitions: 500 - Calculate Pi Benchmark Using Dataframe C B A 4 8 12 16 20 SE +/- 0.08, N = 3 13.89 13.96 14.10
Apache Spark Row Count: 20000000 - Partitions: 500 - Group By Test Time OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark 3.3 Row Count: 20000000 - Partitions: 500 - Group By Test Time A C B 4 8 12 16 20 SE +/- 0.19, N = 3 14.63 14.78 15.19
Apache Spark Row Count: 20000000 - Partitions: 500 - Repartition Test Time OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark 3.3 Row Count: 20000000 - Partitions: 500 - Repartition Test Time C A B 6 12 18 24 30 SE +/- 0.08, N = 3 24.56 24.88 26.84
Apache Spark Row Count: 20000000 - Partitions: 500 - Inner Join Test Time OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark 3.3 Row Count: 20000000 - Partitions: 500 - Inner Join Test Time C B A 7 14 21 28 35 SE +/- 0.16, N = 3 28.32 28.79 29.19
Apache Spark Row Count: 20000000 - Partitions: 500 - Broadcast Inner Join Test Time OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark 3.3 Row Count: 20000000 - Partitions: 500 - Broadcast Inner Join Test Time C A B 7 14 21 28 35 SE +/- 0.24, N = 3 27.69 28.70 28.75
Apache Spark Row Count: 40000000 - Partitions: 100 - SHA-512 Benchmark Time OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark 3.3 Row Count: 40000000 - Partitions: 100 - SHA-512 Benchmark Time A B C 15 30 45 60 75 SE +/- 0.79, N = 4 64.39 64.85 65.48
Apache Spark Row Count: 40000000 - Partitions: 100 - Calculate Pi Benchmark OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark 3.3 Row Count: 40000000 - Partitions: 100 - Calculate Pi Benchmark A B C 60 120 180 240 300 SE +/- 0.20, N = 4 263.32 263.85 266.04
Apache Spark Row Count: 40000000 - Partitions: 100 - Calculate Pi Benchmark Using Dataframe OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark 3.3 Row Count: 40000000 - Partitions: 100 - Calculate Pi Benchmark Using Dataframe A B C 4 8 12 16 20 SE +/- 0.26, N = 4 13.94 14.02 14.19
Apache Spark Row Count: 40000000 - Partitions: 100 - Group By Test Time OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark 3.3 Row Count: 40000000 - Partitions: 100 - Group By Test Time B A C 8 16 24 32 40 SE +/- 0.10, N = 4 35.08 35.68 36.32
Apache Spark Row Count: 40000000 - Partitions: 100 - Repartition Test Time OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark 3.3 Row Count: 40000000 - Partitions: 100 - Repartition Test Time C A B 13 26 39 52 65 SE +/- 0.71, N = 4 50.03 51.92 57.92
Apache Spark Row Count: 40000000 - Partitions: 100 - Inner Join Test Time OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark 3.3 Row Count: 40000000 - Partitions: 100 - Inner Join Test Time C B A 13 26 39 52 65 SE +/- 1.35, N = 4 57.94 58.34 58.60
Apache Spark Row Count: 40000000 - Partitions: 100 - Broadcast Inner Join Test Time OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark 3.3 Row Count: 40000000 - Partitions: 100 - Broadcast Inner Join Test Time B A C 13 26 39 52 65 SE +/- 0.97, N = 4 56.92 57.02 58.75
Apache Spark Row Count: 40000000 - Partitions: 500 - SHA-512 Benchmark Time OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark 3.3 Row Count: 40000000 - Partitions: 500 - SHA-512 Benchmark Time A C B 14 28 42 56 70 SE +/- 0.45, N = 3 62.29 62.43 62.61
Apache Spark Row Count: 40000000 - Partitions: 500 - Calculate Pi Benchmark OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark 3.3 Row Count: 40000000 - Partitions: 500 - Calculate Pi Benchmark B A C 60 120 180 240 300 SE +/- 0.59, N = 3 263.96 264.98 266.71
Apache Spark Row Count: 40000000 - Partitions: 500 - Calculate Pi Benchmark Using Dataframe OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark 3.3 Row Count: 40000000 - Partitions: 500 - Calculate Pi Benchmark Using Dataframe B C A 4 8 12 16 20 SE +/- 0.02, N = 3 13.96 13.97 13.99
Apache Spark Row Count: 40000000 - Partitions: 500 - Group By Test Time OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark 3.3 Row Count: 40000000 - Partitions: 500 - Group By Test Time C B A 8 16 24 32 40 SE +/- 0.40, N = 3 34.29 34.54 34.58
Apache Spark Row Count: 40000000 - Partitions: 500 - Repartition Test Time OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark 3.3 Row Count: 40000000 - Partitions: 500 - Repartition Test Time B C A 11 22 33 44 55 SE +/- 0.93, N = 3 47.22 48.18 48.58
Apache Spark Row Count: 40000000 - Partitions: 500 - Inner Join Test Time OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark 3.3 Row Count: 40000000 - Partitions: 500 - Inner Join Test Time A B C 13 26 39 52 65 SE +/- 0.91, N = 3 55.31 56.99 57.19
Apache Spark Row Count: 40000000 - Partitions: 500 - Broadcast Inner Join Test Time OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark 3.3 Row Count: 40000000 - Partitions: 500 - Broadcast Inner Join Test Time C B A 13 26 39 52 65 SE +/- 1.23, N = 3 54.76 55.53 57.41
Apache Spark Row Count: 10000000 - Partitions: 1000 - SHA-512 Benchmark Time OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark 3.3 Row Count: 10000000 - Partitions: 1000 - SHA-512 Benchmark Time A C B 5 10 15 20 25 SE +/- 0.15, N = 3 18.77 18.81 18.98
Apache Spark Row Count: 10000000 - Partitions: 1000 - Calculate Pi Benchmark OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark 3.3 Row Count: 10000000 - Partitions: 1000 - Calculate Pi Benchmark A B C 60 120 180 240 300 SE +/- 0.24, N = 3 263.35 264.02 266.07
Apache Spark Row Count: 10000000 - Partitions: 1000 - Calculate Pi Benchmark Using Dataframe OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark 3.3 Row Count: 10000000 - Partitions: 1000 - Calculate Pi Benchmark Using Dataframe A B C 4 8 12 16 20 SE +/- 0.46, N = 3 13.75 14.02 14.80
Apache Spark Row Count: 10000000 - Partitions: 1000 - Group By Test Time OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark 3.3 Row Count: 10000000 - Partitions: 1000 - Group By Test Time C A B 3 6 9 12 15 SE +/- 0.21, N = 3 9.82 9.96 10.07
Apache Spark Row Count: 10000000 - Partitions: 1000 - Repartition Test Time OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark 3.3 Row Count: 10000000 - Partitions: 1000 - Repartition Test Time A C B 4 8 12 16 20 SE +/- 0.10, N = 3 13.53 13.59 13.69
Apache Spark Row Count: 10000000 - Partitions: 1000 - Inner Join Test Time OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark 3.3 Row Count: 10000000 - Partitions: 1000 - Inner Join Test Time A C B 4 8 12 16 20 SE +/- 0.25, N = 3 15.05 15.10 15.16
Apache Spark Row Count: 10000000 - Partitions: 1000 - Broadcast Inner Join Test Time OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark 3.3 Row Count: 10000000 - Partitions: 1000 - Broadcast Inner Join Test Time C A B 4 8 12 16 20 SE +/- 0.14, N = 3 14.23 14.51 14.59
Apache Spark Row Count: 10000000 - Partitions: 2000 - SHA-512 Benchmark Time OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark 3.3 Row Count: 10000000 - Partitions: 2000 - SHA-512 Benchmark Time A C B 5 10 15 20 25 SE +/- 0.01, N = 3 18.73 18.80 18.90
Apache Spark Row Count: 10000000 - Partitions: 2000 - Calculate Pi Benchmark OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark 3.3 Row Count: 10000000 - Partitions: 2000 - Calculate Pi Benchmark B C A 60 120 180 240 300 SE +/- 0.20, N = 3 263.79 265.85 266.10
Apache Spark Row Count: 10000000 - Partitions: 2000 - Calculate Pi Benchmark Using Dataframe OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark 3.3 Row Count: 10000000 - Partitions: 2000 - Calculate Pi Benchmark Using Dataframe B C A 4 8 12 16 20 SE +/- 0.09, N = 3 13.80 13.98 14.20
Apache Spark Row Count: 10000000 - Partitions: 2000 - Group By Test Time OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark 3.3 Row Count: 10000000 - Partitions: 2000 - Group By Test Time A B C 3 6 9 12 15 SE +/- 0.09, N = 3 9.60 10.10 10.15
Apache Spark Row Count: 10000000 - Partitions: 2000 - Repartition Test Time OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark 3.3 Row Count: 10000000 - Partitions: 2000 - Repartition Test Time A B C 4 8 12 16 20 SE +/- 0.18, N = 3 13.67 13.78 13.90
Apache Spark Row Count: 10000000 - Partitions: 2000 - Inner Join Test Time OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark 3.3 Row Count: 10000000 - Partitions: 2000 - Inner Join Test Time A B C 4 8 12 16 20 SE +/- 0.34, N = 3 15.87 16.04 16.60
Apache Spark Row Count: 10000000 - Partitions: 2000 - Broadcast Inner Join Test Time OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark 3.3 Row Count: 10000000 - Partitions: 2000 - Broadcast Inner Join Test Time C A B 4 8 12 16 20 SE +/- 0.04, N = 3 14.57 14.59 14.71
Apache Spark Row Count: 20000000 - Partitions: 1000 - SHA-512 Benchmark Time OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark 3.3 Row Count: 20000000 - Partitions: 1000 - SHA-512 Benchmark Time C B A 8 16 24 32 40 SE +/- 0.23, N = 3 32.77 32.99 33.09
Apache Spark Row Count: 20000000 - Partitions: 1000 - Calculate Pi Benchmark OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark 3.3 Row Count: 20000000 - Partitions: 1000 - Calculate Pi Benchmark B A C 60 120 180 240 300 SE +/- 0.39, N = 3 264.30 264.54 265.99
Apache Spark Row Count: 20000000 - Partitions: 1000 - Calculate Pi Benchmark Using Dataframe OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark 3.3 Row Count: 20000000 - Partitions: 1000 - Calculate Pi Benchmark Using Dataframe B A C 4 8 12 16 20 SE +/- 0.30, N = 3 13.80 13.91 14.12
Apache Spark Row Count: 20000000 - Partitions: 1000 - Group By Test Time OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark 3.3 Row Count: 20000000 - Partitions: 1000 - Group By Test Time B A C 4 8 12 16 20 SE +/- 0.40, N = 3 14.24 14.51 14.58
Apache Spark Row Count: 20000000 - Partitions: 1000 - Repartition Test Time OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark 3.3 Row Count: 20000000 - Partitions: 1000 - Repartition Test Time B A C 6 12 18 24 30 SE +/- 0.06, N = 3 23.97 24.35 24.45
Apache Spark Row Count: 20000000 - Partitions: 1000 - Inner Join Test Time OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark 3.3 Row Count: 20000000 - Partitions: 1000 - Inner Join Test Time C B A 7 14 21 28 35 SE +/- 0.22, N = 3 27.81 28.25 29.20
Apache Spark Row Count: 20000000 - Partitions: 1000 - Broadcast Inner Join Test Time OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark 3.3 Row Count: 20000000 - Partitions: 1000 - Broadcast Inner Join Test Time B A C 7 14 21 28 35 SE +/- 0.49, N = 3 26.95 27.33 27.76
Apache Spark Row Count: 20000000 - Partitions: 2000 - SHA-512 Benchmark Time OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark 3.3 Row Count: 20000000 - Partitions: 2000 - SHA-512 Benchmark Time B A C 8 16 24 32 40 SE +/- 0.08, N = 3 33.37 33.48 33.54
Apache Spark Row Count: 20000000 - Partitions: 2000 - Calculate Pi Benchmark OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark 3.3 Row Count: 20000000 - Partitions: 2000 - Calculate Pi Benchmark A B C 60 120 180 240 300 SE +/- 0.31, N = 3 265.64 266.23 266.71
Apache Spark Row Count: 20000000 - Partitions: 2000 - Calculate Pi Benchmark Using Dataframe OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark 3.3 Row Count: 20000000 - Partitions: 2000 - Calculate Pi Benchmark Using Dataframe A C B 4 8 12 16 20 SE +/- 0.08, N = 3 13.92 13.93 13.99
Apache Spark Row Count: 20000000 - Partitions: 2000 - Group By Test Time OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark 3.3 Row Count: 20000000 - Partitions: 2000 - Group By Test Time B C A 4 8 12 16 20 SE +/- 0.33, N = 3 14.74 15.30 15.34
Apache Spark Row Count: 20000000 - Partitions: 2000 - Repartition Test Time OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark 3.3 Row Count: 20000000 - Partitions: 2000 - Repartition Test Time B A C 6 12 18 24 30 SE +/- 0.18, N = 3 24.87 25.23 25.41
Apache Spark Row Count: 20000000 - Partitions: 2000 - Inner Join Test Time OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark 3.3 Row Count: 20000000 - Partitions: 2000 - Inner Join Test Time B A C 7 14 21 28 35 SE +/- 0.30, N = 3 28.99 29.12 29.13
Apache Spark Row Count: 20000000 - Partitions: 2000 - Broadcast Inner Join Test Time OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark 3.3 Row Count: 20000000 - Partitions: 2000 - Broadcast Inner Join Test Time C A B 7 14 21 28 35 SE +/- 0.38, N = 3 27.65 27.95 28.79
Apache Spark Row Count: 40000000 - Partitions: 1000 - SHA-512 Benchmark Time OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark 3.3 Row Count: 40000000 - Partitions: 1000 - SHA-512 Benchmark Time B A C 14 28 42 56 70 SE +/- 0.13, N = 3 61.83 62.08 62.14
Apache Spark Row Count: 40000000 - Partitions: 1000 - Calculate Pi Benchmark OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark 3.3 Row Count: 40000000 - Partitions: 1000 - Calculate Pi Benchmark B A C 60 120 180 240 300 SE +/- 0.27, N = 3 262.92 264.01 266.48
Apache Spark Row Count: 40000000 - Partitions: 1000 - Calculate Pi Benchmark Using Dataframe OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark 3.3 Row Count: 40000000 - Partitions: 1000 - Calculate Pi Benchmark Using Dataframe C B A 4 8 12 16 20 SE +/- 0.07, N = 3 13.95 13.99 14.00
Apache Spark Row Count: 40000000 - Partitions: 1000 - Group By Test Time OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark 3.3 Row Count: 40000000 - Partitions: 1000 - Group By Test Time A C B 8 16 24 32 40 SE +/- 0.03, N = 3 32.95 33.18 33.87
Apache Spark Row Count: 40000000 - Partitions: 1000 - Repartition Test Time OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark 3.3 Row Count: 40000000 - Partitions: 1000 - Repartition Test Time A C B 11 22 33 44 55 SE +/- 0.26, N = 3 46.66 47.20 50.60
Apache Spark Row Count: 40000000 - Partitions: 1000 - Inner Join Test Time OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark 3.3 Row Count: 40000000 - Partitions: 1000 - Inner Join Test Time B C A 13 26 39 52 65 SE +/- 0.99, N = 3 55.65 55.99 59.05
Apache Spark Row Count: 40000000 - Partitions: 1000 - Broadcast Inner Join Test Time OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark 3.3 Row Count: 40000000 - Partitions: 1000 - Broadcast Inner Join Test Time C B A 13 26 39 52 65 SE +/- 1.93, N = 3 55.67 56.38 58.10
Apache Spark Row Count: 40000000 - Partitions: 2000 - SHA-512 Benchmark Time OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark 3.3 Row Count: 40000000 - Partitions: 2000 - SHA-512 Benchmark Time A B C 14 28 42 56 70 SE +/- 0.31, N = 3 61.26 61.72 61.87
Apache Spark Row Count: 40000000 - Partitions: 2000 - Calculate Pi Benchmark OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark 3.3 Row Count: 40000000 - Partitions: 2000 - Calculate Pi Benchmark B A C 60 120 180 240 300 SE +/- 0.18, N = 3 263.76 263.77 266.18
Apache Spark Row Count: 40000000 - Partitions: 2000 - Calculate Pi Benchmark Using Dataframe OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark 3.3 Row Count: 40000000 - Partitions: 2000 - Calculate Pi Benchmark Using Dataframe A C B 4 8 12 16 20 SE +/- 0.06, N = 3 13.86 13.88 14.87
Apache Spark Row Count: 40000000 - Partitions: 2000 - Group By Test Time OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark 3.3 Row Count: 40000000 - Partitions: 2000 - Group By Test Time B A C 8 16 24 32 40 SE +/- 0.10, N = 3 33.01 33.32 33.89
Apache Spark Row Count: 40000000 - Partitions: 2000 - Repartition Test Time OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark 3.3 Row Count: 40000000 - Partitions: 2000 - Repartition Test Time C A B 12 24 36 48 60 SE +/- 0.42, N = 3 47.48 50.01 51.19
Apache Spark Row Count: 40000000 - Partitions: 2000 - Inner Join Test Time OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark 3.3 Row Count: 40000000 - Partitions: 2000 - Inner Join Test Time C A B 14 28 42 56 70 SE +/- 0.81, N = 3 58.05 59.15 60.76
Apache Spark Row Count: 40000000 - Partitions: 2000 - Broadcast Inner Join Test Time OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark 3.3 Row Count: 40000000 - Partitions: 2000 - Broadcast Inner Join Test Time C B A 13 26 39 52 65 SE +/- 0.68, N = 3 54.84 55.24 55.74
Dragonflydb Clients: 50 - Set To Get Ratio: 1:1 OpenBenchmarking.org Ops/sec, More Is Better Dragonflydb 0.6 Clients: 50 - Set To Get Ratio: 1:1 C B A 400K 800K 1200K 1600K 2000K SE +/- 6994.81, N = 3 1996857.54 1994368.21 1988043.90 1. (CXX) g++ options: -O2 -levent_openssl -levent -lcrypto -lssl -lpthread -lz -lpcre
Dragonflydb Clients: 50 - Set To Get Ratio: 1:5 OpenBenchmarking.org Ops/sec, More Is Better Dragonflydb 0.6 Clients: 50 - Set To Get Ratio: 1:5 C B A 500K 1000K 1500K 2000K 2500K SE +/- 4648.71, N = 3 2159425.65 2154148.50 2144617.32 1. (CXX) g++ options: -O2 -levent_openssl -levent -lcrypto -lssl -lpthread -lz -lpcre
Dragonflydb Clients: 50 - Set To Get Ratio: 5:1 OpenBenchmarking.org Ops/sec, More Is Better Dragonflydb 0.6 Clients: 50 - Set To Get Ratio: 5:1 C B A 400K 800K 1200K 1600K 2000K SE +/- 5831.26, N = 3 1934424.72 1931122.18 1927867.31 1. (CXX) g++ options: -O2 -levent_openssl -levent -lcrypto -lssl -lpthread -lz -lpcre
Dragonflydb Clients: 200 - Set To Get Ratio: 1:1 OpenBenchmarking.org Ops/sec, More Is Better Dragonflydb 0.6 Clients: 200 - Set To Get Ratio: 1:1 A C B 400K 800K 1200K 1600K 2000K SE +/- 8670.43, N = 3 2087416.28 2074466.95 2051704.42 1. (CXX) g++ options: -O2 -levent_openssl -levent -lcrypto -lssl -lpthread -lz -lpcre
Dragonflydb Clients: 200 - Set To Get Ratio: 1:5 OpenBenchmarking.org Ops/sec, More Is Better Dragonflydb 0.6 Clients: 200 - Set To Get Ratio: 1:5 C A B 500K 1000K 1500K 2000K 2500K SE +/- 1318.89, N = 3 2217552.26 2211895.73 2194182.24 1. (CXX) g++ options: -O2 -levent_openssl -levent -lcrypto -lssl -lpthread -lz -lpcre
Dragonflydb Clients: 200 - Set To Get Ratio: 5:1 OpenBenchmarking.org Ops/sec, More Is Better Dragonflydb 0.6 Clients: 200 - Set To Get Ratio: 5:1 C B A 400K 800K 1200K 1600K 2000K SE +/- 6872.33, N = 3 2032385.14 2005750.94 1992128.41 1. (CXX) g++ options: -O2 -levent_openssl -levent -lcrypto -lssl -lpthread -lz -lpcre
Redis Test: GET - Parallel Connections: 50 OpenBenchmarking.org Requests Per Second, More Is Better Redis 7.0.4 Test: GET - Parallel Connections: 50 B C A 600K 1200K 1800K 2400K 3000K SE +/- 36134.78, N = 15 2861609.25 2830668.70 2732588.00 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 A C B 500K 1000K 1500K 2000K 2500K SE +/- 21826.28, N = 6 2361094.50 2306357.42 1924962.25 1. (CXX) g++ options: -MM -MT -g3 -fvisibility=hidden -O3
Redis Test: GET - Parallel Connections: 500 OpenBenchmarking.org Requests Per Second, More Is Better Redis 7.0.4 Test: GET - Parallel Connections: 500 B A C 600K 1200K 1800K 2400K 3000K SE +/- 16101.19, N = 3 2823473.75 2815841.50 2799995.58 1. (CXX) g++ options: -MM -MT -g3 -fvisibility=hidden -O3
Redis Test: LPOP - Parallel Connections: 50 OpenBenchmarking.org Requests Per Second, More Is Better Redis 7.0.4 Test: LPOP - Parallel Connections: 50 A C B 700K 1400K 2100K 2800K 3500K SE +/- 120387.99, N = 15 3444536.75 3105232.87 2141549.50 1. (CXX) g++ options: -MM -MT -g3 -fvisibility=hidden -O3
Redis Test: SADD - Parallel Connections: 50 OpenBenchmarking.org Requests Per Second, More Is Better Redis 7.0.4 Test: SADD - Parallel Connections: 50 A B C 600K 1200K 1800K 2400K 3000K SE +/- 49552.86, N = 15 2629399.25 2605961.25 2552054.12 1. (CXX) g++ options: -MM -MT -g3 -fvisibility=hidden -O3
Redis Test: SET - Parallel Connections: 500 OpenBenchmarking.org Requests Per Second, More Is Better Redis 7.0.4 Test: SET - Parallel Connections: 500 A B C 500K 1000K 1500K 2000K 2500K SE +/- 55052.29, N = 12 2331370.00 2327680.00 2201393.84 1. (CXX) g++ options: -MM -MT -g3 -fvisibility=hidden -O3
Redis Test: GET - Parallel Connections: 1000 OpenBenchmarking.org Requests Per Second, More Is Better Redis 7.0.4 Test: GET - Parallel Connections: 1000 A C B 600K 1200K 1800K 2400K 3000K SE +/- 60647.19, N = 15 2912617.00 2732949.30 2347019.00 1. (CXX) g++ options: -MM -MT -g3 -fvisibility=hidden -O3
Redis Test: LPOP - Parallel Connections: 500 OpenBenchmarking.org Requests Per Second, More Is Better Redis 7.0.4 Test: LPOP - Parallel Connections: 500 A C B 700K 1400K 2100K 2800K 3500K SE +/- 69012.03, N = 15 3301260.75 3208768.77 2035452.62 1. (CXX) g++ options: -MM -MT -g3 -fvisibility=hidden -O3
Redis Test: LPUSH - Parallel Connections: 50 OpenBenchmarking.org Requests Per Second, More Is Better Redis 7.0.4 Test: LPUSH - Parallel Connections: 50 A C B 400K 800K 1200K 1600K 2000K SE +/- 18846.80, N = 15 1906321.12 1878914.92 1786065.12 1. (CXX) g++ options: -MM -MT -g3 -fvisibility=hidden -O3
Redis Test: SADD - Parallel Connections: 500 OpenBenchmarking.org Requests Per Second, More Is Better Redis 7.0.4 Test: SADD - Parallel Connections: 500 A C B 600K 1200K 1800K 2400K 3000K SE +/- 38463.64, N = 12 2627615.75 2568888.29 2492194.50 1. (CXX) g++ options: -MM -MT -g3 -fvisibility=hidden -O3
Redis Test: SET - Parallel Connections: 1000 OpenBenchmarking.org Requests Per Second, More Is Better Redis 7.0.4 Test: SET - Parallel Connections: 1000 C B A 500K 1000K 1500K 2000K 2500K SE +/- 36124.68, N = 15 2226848.23 2222163.25 2074037.50 1. (CXX) g++ options: -MM -MT -g3 -fvisibility=hidden -O3
Redis Test: LPOP - Parallel Connections: 1000 OpenBenchmarking.org Requests Per Second, More Is Better Redis 7.0.4 Test: LPOP - Parallel Connections: 1000 A B C 400K 800K 1200K 1600K 2000K SE +/- 38452.70, N = 15 2090338.50 2043605.62 2028878.43 1. (CXX) g++ options: -MM -MT -g3 -fvisibility=hidden -O3
Redis Test: LPUSH - Parallel Connections: 500 OpenBenchmarking.org Requests Per Second, More Is Better Redis 7.0.4 Test: LPUSH - Parallel Connections: 500 A C B 400K 800K 1200K 1600K 2000K SE +/- 32181.23, N = 15 2046449.25 1933436.95 1778839.88 1. (CXX) g++ options: -MM -MT -g3 -fvisibility=hidden -O3
Redis Test: SADD - Parallel Connections: 1000 OpenBenchmarking.org Requests Per Second, More Is Better Redis 7.0.4 Test: SADD - Parallel Connections: 1000 A C B 600K 1200K 1800K 2400K 3000K SE +/- 35265.51, N = 3 2609105.50 2594956.17 2158587.25 1. (CXX) g++ options: -MM -MT -g3 -fvisibility=hidden -O3
Redis Test: LPUSH - Parallel Connections: 1000 OpenBenchmarking.org Requests Per Second, More Is Better Redis 7.0.4 Test: LPUSH - Parallel Connections: 1000 C B A 400K 800K 1200K 1600K 2000K SE +/- 33163.21, N = 15 1945768.33 1897336.00 1848508.38 1. (CXX) g++ options: -MM -MT -g3 -fvisibility=hidden -O3
ASTC Encoder Preset: Fast OpenBenchmarking.org MT/s, More Is Better ASTC Encoder 4.0 Preset: Fast A B C 20 40 60 80 100 SE +/- 0.07, N = 3 100.64 100.34 100.22 1. (CXX) g++ options: -O3 -flto -pthread
ASTC Encoder Preset: Medium OpenBenchmarking.org MT/s, More Is Better ASTC Encoder 4.0 Preset: Medium B C A 9 18 27 36 45 SE +/- 0.01, N = 3 37.23 37.19 37.18 1. (CXX) g++ options: -O3 -flto -pthread
ASTC Encoder Preset: Thorough OpenBenchmarking.org MT/s, More Is Better ASTC Encoder 4.0 Preset: Thorough B A C 1.0772 2.1544 3.2316 4.3088 5.386 SE +/- 0.0015, N = 3 4.7876 4.7866 4.7847 1. (CXX) g++ options: -O3 -flto -pthread
ASTC Encoder Preset: Exhaustive OpenBenchmarking.org MT/s, More Is Better ASTC Encoder 4.0 Preset: Exhaustive A B C 0.1102 0.2204 0.3306 0.4408 0.551 SE +/- 0.0010, N = 3 0.4897 0.4895 0.4859 1. (CXX) g++ options: -O3 -flto -pthread
Inkscape Operation: SVG Files To PNG OpenBenchmarking.org Seconds, Fewer Is Better Inkscape Operation: SVG Files To PNG C A B 7 14 21 28 35 SE +/- 0.13, N = 3 27.67 27.85 27.97 1. Inkscape 1.1.2 (0a00cf5339, 2022-02-04)
memtier_benchmark Protocol: Redis - Clients: 50 - Set To Get Ratio: 1:1 OpenBenchmarking.org Ops/sec, More Is Better memtier_benchmark 1.4 Protocol: Redis - Clients: 50 - Set To Get Ratio: 1:1 A C B 400K 800K 1200K 1600K 2000K SE +/- 11256.90, N = 3 1945581.31 1819804.24 1711625.32 1. (CXX) g++ options: -O2 -levent_openssl -levent -lcrypto -lssl -lpthread -lz -lpcre
memtier_benchmark Protocol: Redis - Clients: 50 - Set To Get Ratio: 1:5 OpenBenchmarking.org Ops/sec, More Is Better memtier_benchmark 1.4 Protocol: Redis - Clients: 50 - Set To Get Ratio: 1:5 A B C 400K 800K 1200K 1600K 2000K SE +/- 12369.07, N = 3 1989301.28 1942966.66 1929613.47 1. (CXX) g++ options: -O2 -levent_openssl -levent -lcrypto -lssl -lpthread -lz -lpcre
memtier_benchmark Protocol: Redis - Clients: 50 - Set To Get Ratio: 5:1 OpenBenchmarking.org Ops/sec, More Is Better memtier_benchmark 1.4 Protocol: Redis - Clients: 50 - Set To Get Ratio: 5:1 A B C 400K 800K 1200K 1600K 2000K SE +/- 4351.00, N = 3 1726134.01 1713885.81 1695938.52 1. (CXX) g++ options: -O2 -levent_openssl -levent -lcrypto -lssl -lpthread -lz -lpcre
memtier_benchmark Protocol: Redis - Clients: 100 - Set To Get Ratio: 1:1 OpenBenchmarking.org Ops/sec, More Is Better memtier_benchmark 1.4 Protocol: Redis - Clients: 100 - Set To Get Ratio: 1:1 C A B 400K 800K 1200K 1600K 2000K SE +/- 8267.67, N = 3 1813065.59 1806170.52 1761644.31 1. (CXX) g++ options: -O2 -levent_openssl -levent -lcrypto -lssl -lpthread -lz -lpcre
memtier_benchmark Protocol: Redis - Clients: 100 - Set To Get Ratio: 1:5 OpenBenchmarking.org Ops/sec, More Is Better memtier_benchmark 1.4 Protocol: Redis - Clients: 100 - Set To Get Ratio: 1:5 A C B 400K 800K 1200K 1600K 2000K SE +/- 18068.84, N = 3 1970123.24 1943695.24 1919288.21 1. (CXX) g++ options: -O2 -levent_openssl -levent -lcrypto -lssl -lpthread -lz -lpcre
memtier_benchmark Protocol: Redis - Clients: 100 - Set To Get Ratio: 5:1 OpenBenchmarking.org Ops/sec, More Is Better memtier_benchmark 1.4 Protocol: Redis - Clients: 100 - Set To Get Ratio: 5:1 B A C 400K 800K 1200K 1600K 2000K SE +/- 8849.68, N = 3 1737144.54 1716481.41 1711961.58 1. (CXX) g++ options: -O2 -levent_openssl -levent -lcrypto -lssl -lpthread -lz -lpcre
memtier_benchmark Protocol: Redis - Clients: 50 - Set To Get Ratio: 1:10 OpenBenchmarking.org Ops/sec, More Is Better memtier_benchmark 1.4 Protocol: Redis - Clients: 50 - Set To Get Ratio: 1:10 A C B 400K 800K 1200K 1600K 2000K SE +/- 27485.35, N = 3 1950043.18 1944401.05 1899683.69 1. (CXX) g++ options: -O2 -levent_openssl -levent -lcrypto -lssl -lpthread -lz -lpcre
memtier_benchmark Protocol: Redis - Clients: 500 - Set To Get Ratio: 1:1 OpenBenchmarking.org Ops/sec, More Is Better memtier_benchmark 1.4 Protocol: Redis - Clients: 500 - Set To Get Ratio: 1:1 A C B 300K 600K 900K 1200K 1500K SE +/- 13712.27, N = 3 1623068.24 1620962.12 1593958.74 1. (CXX) g++ options: -O2 -levent_openssl -levent -lcrypto -lssl -lpthread -lz -lpcre
memtier_benchmark Protocol: Redis - Clients: 500 - Set To Get Ratio: 1:5 OpenBenchmarking.org Ops/sec, More Is Better memtier_benchmark 1.4 Protocol: Redis - Clients: 500 - Set To Get Ratio: 1:5 B A C 400K 800K 1200K 1600K 2000K SE +/- 8909.71, N = 3 1772298.56 1761822.77 1720148.88 1. (CXX) g++ options: -O2 -levent_openssl -levent -lcrypto -lssl -lpthread -lz -lpcre
memtier_benchmark Protocol: Redis - Clients: 500 - Set To Get Ratio: 5:1 OpenBenchmarking.org Ops/sec, More Is Better memtier_benchmark 1.4 Protocol: Redis - Clients: 500 - Set To Get Ratio: 5:1 C B A 300K 600K 900K 1200K 1500K SE +/- 7898.00, N = 3 1545189.59 1533754.23 1512323.24 1. (CXX) g++ options: -O2 -levent_openssl -levent -lcrypto -lssl -lpthread -lz -lpcre
memtier_benchmark Protocol: Redis - Clients: 100 - Set To Get Ratio: 1:10 OpenBenchmarking.org Ops/sec, More Is Better memtier_benchmark 1.4 Protocol: Redis - Clients: 100 - Set To Get Ratio: 1:10 B C A 400K 800K 1200K 1600K 2000K SE +/- 10080.98, N = 3 2022525.58 1996437.79 1992499.12 1. (CXX) g++ options: -O2 -levent_openssl -levent -lcrypto -lssl -lpthread -lz -lpcre
memtier_benchmark Protocol: Redis - Clients: 500 - Set To Get Ratio: 1:10 OpenBenchmarking.org Ops/sec, More Is Better memtier_benchmark 1.4 Protocol: Redis - Clients: 500 - Set To Get Ratio: 1:10 A B C 400K 800K 1200K 1600K 2000K SE +/- 8041.06, N = 3 1790527.72 1789992.05 1748466.51 1. (CXX) g++ options: -O2 -levent_openssl -levent -lcrypto -lssl -lpthread -lz -lpcre
Mobile Neural Network Model: nasnet OpenBenchmarking.org ms, Fewer Is Better Mobile Neural Network 2.1 Model: nasnet C A B 4 8 12 16 20 SE +/- 0.15, N = 3 13.10 13.32 13.65 MIN: 12.57 / MAX: 25.82 MIN: 12.9 / MAX: 14.46 MIN: 13.28 / MAX: 25.73 1. (CXX) g++ options: -std=c++11 -O3 -fvisibility=hidden -fomit-frame-pointer -fstrict-aliasing -ffunction-sections -fdata-sections -ffast-math -fno-rtti -fno-exceptions -rdynamic -pthread -ldl
Mobile Neural Network Model: mobilenetV3 OpenBenchmarking.org ms, Fewer Is Better Mobile Neural Network 2.1 Model: mobilenetV3 A C B 0.3713 0.7426 1.1139 1.4852 1.8565 SE +/- 0.014, N = 3 1.635 1.636 1.650 MIN: 1.58 / MAX: 2.02 MIN: 1.5 / MAX: 2.6 MIN: 1.59 / MAX: 2.58 1. (CXX) g++ options: -std=c++11 -O3 -fvisibility=hidden -fomit-frame-pointer -fstrict-aliasing -ffunction-sections -fdata-sections -ffast-math -fno-rtti -fno-exceptions -rdynamic -pthread -ldl
Mobile Neural Network Model: squeezenetv1.1 OpenBenchmarking.org ms, Fewer Is Better Mobile Neural Network 2.1 Model: squeezenetv1.1 A B C 0.7668 1.5336 2.3004 3.0672 3.834 SE +/- 0.007, N = 3 3.379 3.399 3.408 MIN: 3.3 / MAX: 15.39 MIN: 3.32 / MAX: 4.38 MIN: 3.3 / MAX: 4.7 1. (CXX) g++ options: -std=c++11 -O3 -fvisibility=hidden -fomit-frame-pointer -fstrict-aliasing -ffunction-sections -fdata-sections -ffast-math -fno-rtti -fno-exceptions -rdynamic -pthread -ldl
Mobile Neural Network Model: resnet-v2-50 OpenBenchmarking.org ms, Fewer Is Better Mobile Neural Network 2.1 Model: resnet-v2-50 C B A 8 16 24 32 40 SE +/- 0.08, N = 3 35.28 35.30 35.39 MIN: 35.07 / MAX: 47.22 MIN: 35.1 / MAX: 46.47 MIN: 35.23 / MAX: 46.59 1. (CXX) g++ options: -std=c++11 -O3 -fvisibility=hidden -fomit-frame-pointer -fstrict-aliasing -ffunction-sections -fdata-sections -ffast-math -fno-rtti -fno-exceptions -rdynamic -pthread -ldl
Mobile Neural Network Model: SqueezeNetV1.0 OpenBenchmarking.org ms, Fewer Is Better Mobile Neural Network 2.1 Model: SqueezeNetV1.0 B A C 1.0973 2.1946 3.2919 4.3892 5.4865 SE +/- 0.010, N = 3 4.851 4.867 4.877 MIN: 4.76 / MAX: 7.9 MIN: 4.75 / MAX: 6.13 MIN: 4.74 / MAX: 6.33 1. (CXX) g++ options: -std=c++11 -O3 -fvisibility=hidden -fomit-frame-pointer -fstrict-aliasing -ffunction-sections -fdata-sections -ffast-math -fno-rtti -fno-exceptions -rdynamic -pthread -ldl
Mobile Neural Network Model: MobileNetV2_224 OpenBenchmarking.org ms, Fewer Is Better Mobile Neural Network 2.1 Model: MobileNetV2_224 A C B 0.7027 1.4054 2.1081 2.8108 3.5135 SE +/- 0.003, N = 3 3.066 3.080 3.123 MIN: 2.98 / MAX: 4.12 MIN: 3 / MAX: 4.62 MIN: 3.01 / MAX: 4.22 1. (CXX) g++ options: -std=c++11 -O3 -fvisibility=hidden -fomit-frame-pointer -fstrict-aliasing -ffunction-sections -fdata-sections -ffast-math -fno-rtti -fno-exceptions -rdynamic -pthread -ldl
Mobile Neural Network Model: mobilenet-v1-1.0 OpenBenchmarking.org ms, Fewer Is Better Mobile Neural Network 2.1 Model: mobilenet-v1-1.0 A B C 0.9619 1.9238 2.8857 3.8476 4.8095 SE +/- 0.003, N = 3 4.259 4.271 4.275 MIN: 4.21 / MAX: 5.18 MIN: 4.24 / MAX: 5.01 MIN: 4.18 / MAX: 5.25 1. (CXX) g++ options: -std=c++11 -O3 -fvisibility=hidden -fomit-frame-pointer -fstrict-aliasing -ffunction-sections -fdata-sections -ffast-math -fno-rtti -fno-exceptions -rdynamic -pthread -ldl
Mobile Neural Network Model: inception-v3 OpenBenchmarking.org ms, Fewer Is Better Mobile Neural Network 2.1 Model: inception-v3 C B A 8 16 24 32 40 SE +/- 0.05, N = 3 33.91 33.95 33.98 MIN: 33.51 / MAX: 45.92 MIN: 33.83 / MAX: 45.2 MIN: 33.82 / MAX: 46.32 1. (CXX) g++ options: -std=c++11 -O3 -fvisibility=hidden -fomit-frame-pointer -fstrict-aliasing -ffunction-sections -fdata-sections -ffast-math -fno-rtti -fno-exceptions -rdynamic -pthread -ldl
NCNN Target: CPU - Model: mobilenet OpenBenchmarking.org ms, Fewer Is Better NCNN 20220729 Target: CPU - Model: mobilenet A B C 4 8 12 16 20 SE +/- 0.01, N = 3 15.52 15.59 15.61 MIN: 15.45 / MAX: 15.79 MIN: 15.39 / MAX: 16.29 MIN: 15.4 / MAX: 16.25 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
NCNN Target: CPU-v2-v2 - Model: mobilenet-v2 OpenBenchmarking.org ms, Fewer Is Better NCNN 20220729 Target: CPU-v2-v2 - Model: mobilenet-v2 B C A 1.044 2.088 3.132 4.176 5.22 SE +/- 0.03, N = 3 4.60 4.62 4.64 MIN: 4.49 / MAX: 5.66 MIN: 4.46 / MAX: 5.65 MIN: 4.51 / MAX: 5.33 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
NCNN Target: CPU-v3-v3 - Model: mobilenet-v3 OpenBenchmarking.org ms, Fewer Is Better NCNN 20220729 Target: CPU-v3-v3 - Model: mobilenet-v3 B A C 0.8123 1.6246 2.4369 3.2492 4.0615 SE +/- 0.02, N = 3 3.57 3.59 3.61 MIN: 3.51 / MAX: 4.6 MIN: 3.51 / MAX: 4.29 MIN: 3.49 / MAX: 4.6 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
NCNN Target: CPU - Model: shufflenet-v2 OpenBenchmarking.org ms, Fewer Is Better NCNN 20220729 Target: CPU - Model: shufflenet-v2 B A C 0.747 1.494 2.241 2.988 3.735 SE +/- 0.06, N = 3 3.18 3.31 3.32 MIN: 3.15 / MAX: 3.87 MIN: 3.26 / MAX: 4.01 MIN: 3.11 / MAX: 4.44 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
NCNN Target: CPU - Model: mnasnet OpenBenchmarking.org ms, Fewer Is Better NCNN 20220729 Target: CPU - Model: mnasnet B A C 0.783 1.566 2.349 3.132 3.915 SE +/- 0.01, N = 3 3.41 3.47 3.48 MIN: 3.37 / MAX: 4.1 MIN: 3.43 / MAX: 4.15 MIN: 3.38 / MAX: 4.51 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
NCNN Target: CPU - Model: efficientnet-b0 OpenBenchmarking.org ms, Fewer Is Better NCNN 20220729 Target: CPU - Model: efficientnet-b0 B A C 2 4 6 8 10 SE +/- 0.01, N = 3 6.78 6.82 6.84 MIN: 6.72 / MAX: 7.62 MIN: 6.74 / MAX: 7.75 MIN: 6.72 / MAX: 7.9 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
NCNN Target: CPU - Model: blazeface OpenBenchmarking.org ms, Fewer Is Better NCNN 20220729 Target: CPU - Model: blazeface A B C 0.2475 0.495 0.7425 0.99 1.2375 SE +/- 0.00, N = 3 1.10 1.10 1.10 MIN: 1.08 / MAX: 1.72 MIN: 1.07 / MAX: 1.75 MIN: 1.07 / MAX: 1.74 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
NCNN Target: CPU - Model: googlenet OpenBenchmarking.org ms, Fewer Is Better NCNN 20220729 Target: CPU - Model: googlenet B A C 3 6 9 12 15 SE +/- 0.04, N = 3 12.27 12.35 12.38 MIN: 12.17 / MAX: 13.31 MIN: 12.26 / MAX: 13.23 MIN: 12.25 / MAX: 19.74 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
NCNN Target: CPU - Model: vgg16 OpenBenchmarking.org ms, Fewer Is Better NCNN 20220729 Target: CPU - Model: vgg16 C B A 12 24 36 48 60 SE +/- 0.02, N = 3 55.11 55.21 55.23 MIN: 54.86 / MAX: 61.92 MIN: 54.99 / MAX: 56.79 MIN: 54.95 / MAX: 61.87 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
NCNN Target: CPU - Model: resnet18 OpenBenchmarking.org ms, Fewer Is Better NCNN 20220729 Target: CPU - Model: resnet18 A C B 3 6 9 12 15 SE +/- 0.03, N = 3 10.26 10.26 10.27 MIN: 10.14 / MAX: 11.15 MIN: 10.11 / MAX: 11.51 MIN: 10.11 / MAX: 17.12 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
NCNN Target: CPU - Model: alexnet OpenBenchmarking.org ms, Fewer Is Better NCNN 20220729 Target: CPU - Model: alexnet A C B 2 4 6 8 10 SE +/- 0.00, N = 3 8.23 8.23 8.24 MIN: 8.16 / MAX: 9.38 MIN: 8.14 / MAX: 8.98 MIN: 8.17 / MAX: 9.15 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
NCNN Target: CPU - Model: resnet50 OpenBenchmarking.org ms, Fewer Is Better NCNN 20220729 Target: CPU - Model: resnet50 C B A 5 10 15 20 25 SE +/- 0.02, N = 3 21.03 21.05 21.18 MIN: 20.8 / MAX: 22.42 MIN: 20.93 / MAX: 22.12 MIN: 20.9 / MAX: 22.52 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
NCNN Target: CPU - Model: yolov4-tiny OpenBenchmarking.org ms, Fewer Is Better NCNN 20220729 Target: CPU - Model: yolov4-tiny C A B 6 12 18 24 30 SE +/- 0.01, N = 3 24.31 24.34 24.35 MIN: 24.15 / MAX: 24.93 MIN: 24.19 / MAX: 26.13 MIN: 24.26 / MAX: 24.91 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
NCNN Target: CPU - Model: squeezenet_ssd OpenBenchmarking.org ms, Fewer Is Better NCNN 20220729 Target: CPU - Model: squeezenet_ssd C B A 4 8 12 16 20 SE +/- 0.01, N = 3 16.33 16.34 16.35 MIN: 16.2 / MAX: 17.41 MIN: 16.26 / MAX: 16.69 MIN: 16.25 / MAX: 16.66 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
NCNN Target: CPU - Model: regnety_400m OpenBenchmarking.org ms, Fewer Is Better NCNN 20220729 Target: CPU - Model: regnety_400m B A C 3 6 9 12 15 SE +/- 0.02, N = 3 10.00 10.19 10.23 MIN: 9.9 / MAX: 10.76 MIN: 10.11 / MAX: 11.07 MIN: 10.13 / MAX: 11.3 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
NCNN Target: CPU - Model: vision_transformer OpenBenchmarking.org ms, Fewer Is Better NCNN 20220729 Target: CPU - Model: vision_transformer C B A 50 100 150 200 250 SE +/- 0.02, N = 3 228.59 228.89 230.15 MIN: 228.35 / MAX: 235.87 MIN: 228.7 / MAX: 235.46 MIN: 229.93 / MAX: 237.36 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
NCNN Target: CPU - Model: FastestDet OpenBenchmarking.org ms, Fewer Is Better NCNN 20220729 Target: CPU - Model: FastestDet B A C 0.8933 1.7866 2.6799 3.5732 4.4665 SE +/- 0.03, N = 3 3.86 3.97 3.97 MIN: 3.78 / MAX: 4.09 MIN: 3.85 / MAX: 4.15 MIN: 3.82 / MAX: 11.19 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenVINO Model: Face Detection FP16 - Device: CPU OpenBenchmarking.org FPS, More Is Better OpenVINO 2022.2.dev Model: Face Detection FP16 - Device: CPU B A C 0.4455 0.891 1.3365 1.782 2.2275 SE +/- 0.01, N = 3 1.98 1.97 1.93 1. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -pie
OpenVINO Model: Face Detection FP16 - Device: CPU OpenBenchmarking.org ms, Fewer Is Better OpenVINO 2022.2.dev Model: Face Detection FP16 - Device: CPU B A C 400 800 1200 1600 2000 SE +/- 14.58, N = 3 2019.27 2022.73 2056.36 MIN: 1952.63 / MAX: 2066.71 MIN: 1942.04 / MAX: 2048.56 MIN: 1731.28 / MAX: 2158.61 1. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -pie
OpenVINO Model: Person Detection FP16 - Device: CPU OpenBenchmarking.org FPS, More Is Better OpenVINO 2022.2.dev Model: Person Detection FP16 - Device: CPU B A C 0.2768 0.5536 0.8304 1.1072 1.384 SE +/- 0.00, N = 3 1.23 1.23 1.18 1. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -pie
OpenVINO Model: Person Detection FP16 - Device: CPU OpenBenchmarking.org ms, Fewer Is Better OpenVINO 2022.2.dev Model: Person Detection FP16 - Device: CPU B A C 700 1400 2100 2800 3500 SE +/- 4.37, N = 3 3196.88 3200.37 3310.58 MIN: 1702.1 / MAX: 3449.98 MIN: 1758.1 / MAX: 3458.98 MIN: 1782.74 / MAX: 3536.08 1. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -pie
OpenVINO Model: Person Detection FP32 - Device: CPU OpenBenchmarking.org FPS, More Is Better OpenVINO 2022.2.dev Model: Person Detection FP32 - Device: CPU A B C 0.279 0.558 0.837 1.116 1.395 SE +/- 0.00, N = 3 1.24 1.20 1.17 1. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -pie
OpenVINO Model: Person Detection FP32 - Device: CPU OpenBenchmarking.org ms, Fewer Is Better OpenVINO 2022.2.dev Model: Person Detection FP32 - Device: CPU A B C 700 1400 2100 2800 3500 SE +/- 8.61, N = 3 3194.29 3299.94 3338.27 MIN: 1761.36 / MAX: 3455.63 MIN: 3117.38 / MAX: 3443.22 MIN: 2906.46 / MAX: 3515.46 1. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -pie
OpenVINO Model: Vehicle Detection FP16 - Device: CPU OpenBenchmarking.org FPS, More Is Better OpenVINO 2022.2.dev Model: Vehicle Detection FP16 - Device: CPU B C A 30 60 90 120 150 SE +/- 1.14, N = 3 122.98 119.13 106.65 1. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -pie
OpenVINO Model: Vehicle Detection FP16 - Device: CPU OpenBenchmarking.org ms, Fewer Is Better OpenVINO 2022.2.dev Model: Vehicle Detection FP16 - Device: CPU B C A 9 18 27 36 45 SE +/- 0.33, N = 3 32.50 33.55 37.49 MIN: 15.55 / MAX: 40.11 MIN: 15.9 / MAX: 44.39 MIN: 29.62 / MAX: 50.43 1. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -pie
OpenVINO Model: Face Detection FP16-INT8 - Device: CPU OpenBenchmarking.org FPS, More Is Better OpenVINO 2022.2.dev Model: Face Detection FP16-INT8 - Device: CPU B A C 0.8573 1.7146 2.5719 3.4292 4.2865 SE +/- 0.01, N = 3 3.81 3.80 3.63 1. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -pie
OpenVINO Model: Face Detection FP16-INT8 - Device: CPU OpenBenchmarking.org ms, Fewer Is Better OpenVINO 2022.2.dev Model: Face Detection FP16-INT8 - Device: CPU B A C 200 400 600 800 1000 SE +/- 4.29, N = 3 1049.73 1051.99 1100.09 MIN: 1041.12 / MAX: 1057.94 MIN: 1040.91 / MAX: 1059.93 MIN: 1042 / MAX: 1134.78 1. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -pie
OpenVINO Model: Vehicle Detection FP16-INT8 - Device: CPU OpenBenchmarking.org FPS, More Is Better OpenVINO 2022.2.dev Model: Vehicle Detection FP16-INT8 - Device: CPU B A C 50 100 150 200 250 SE +/- 0.38, N = 3 220.79 219.33 213.97 1. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -pie
OpenVINO Model: Vehicle Detection FP16-INT8 - Device: CPU OpenBenchmarking.org ms, Fewer Is Better OpenVINO 2022.2.dev Model: Vehicle Detection FP16-INT8 - Device: CPU B A C 5 10 15 20 25 SE +/- 0.03, N = 3 18.10 18.22 18.68 MIN: 10.18 / MAX: 27.41 MIN: 16.77 / MAX: 28.3 MIN: 10.54 / MAX: 28.1 1. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -pie
OpenVINO Model: Weld Porosity Detection FP16 - Device: CPU OpenBenchmarking.org FPS, More Is Better OpenVINO 2022.2.dev Model: Weld Porosity Detection FP16 - Device: CPU B A C 40 80 120 160 200 SE +/- 0.66, N = 3 195.66 193.90 183.65 1. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -pie
OpenVINO Model: Weld Porosity Detection FP16 - Device: CPU OpenBenchmarking.org ms, Fewer Is Better OpenVINO 2022.2.dev Model: Weld Porosity Detection FP16 - Device: CPU B A C 5 10 15 20 25 SE +/- 0.08, N = 3 20.43 20.61 21.76 MIN: 18.15 / MAX: 29.83 MIN: 15.16 / MAX: 28.91 MIN: 14.5 / MAX: 32.25 1. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -pie
OpenVINO Model: Machine Translation EN To DE FP16 - Device: CPU OpenBenchmarking.org FPS, More Is Better OpenVINO 2022.2.dev Model: Machine Translation EN To DE FP16 - Device: CPU B A C 5 10 15 20 25 SE +/- 0.07, N = 3 22.06 21.96 21.00 1. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -pie
OpenVINO Model: Machine Translation EN To DE FP16 - Device: CPU OpenBenchmarking.org ms, Fewer Is Better OpenVINO 2022.2.dev Model: Machine Translation EN To DE FP16 - Device: CPU B A C 40 80 120 160 200 SE +/- 0.66, N = 3 181.13 182.00 190.39 MIN: 93.18 / MAX: 198.15 MIN: 97.01 / MAX: 200.14 MIN: 137.7 / MAX: 208.9 1. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -pie
OpenVINO Model: Weld Porosity Detection FP16-INT8 - Device: CPU OpenBenchmarking.org FPS, More Is Better OpenVINO 2022.2.dev Model: Weld Porosity Detection FP16-INT8 - Device: CPU B A C 80 160 240 320 400 SE +/- 1.30, N = 3 380.42 380.40 364.28 1. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -pie
OpenVINO Model: Weld Porosity Detection FP16-INT8 - Device: CPU OpenBenchmarking.org ms, Fewer Is Better OpenVINO 2022.2.dev Model: Weld Porosity Detection FP16-INT8 - Device: CPU A B C 4 8 12 16 20 SE +/- 0.06, N = 3 15.76 15.76 16.46 MIN: 9.85 / MAX: 25.38 MIN: 11.99 / MAX: 24.27 MIN: 12.44 / MAX: 25.62 1. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -pie
OpenVINO Model: Person Vehicle Bike Detection FP16 - Device: CPU OpenBenchmarking.org FPS, More Is Better OpenVINO 2022.2.dev Model: Person Vehicle Bike Detection FP16 - Device: CPU A B C 50 100 150 200 250 SE +/- 0.67, N = 3 247.67 246.98 242.22 1. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -pie
OpenVINO Model: Person Vehicle Bike Detection FP16 - Device: CPU OpenBenchmarking.org ms, Fewer Is Better OpenVINO 2022.2.dev Model: Person Vehicle Bike Detection FP16 - Device: CPU A B C 4 8 12 16 20 SE +/- 0.05, N = 3 16.13 16.18 16.49 MIN: 14.36 / MAX: 19.06 MIN: 9 / MAX: 21.75 MIN: 9.1 / MAX: 33.49 1. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -pie
OpenVINO Model: Age Gender Recognition Retail 0013 FP16 - Device: CPU OpenBenchmarking.org FPS, More Is Better OpenVINO 2022.2.dev Model: Age Gender Recognition Retail 0013 FP16 - Device: CPU A B C 1100 2200 3300 4400 5500 SE +/- 18.95, N = 3 5321.40 5297.96 5106.22 1. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -pie
OpenVINO Model: Age Gender Recognition Retail 0013 FP16 - Device: CPU OpenBenchmarking.org ms, Fewer Is Better OpenVINO 2022.2.dev Model: Age Gender Recognition Retail 0013 FP16 - Device: CPU A B C 0.261 0.522 0.783 1.044 1.305 SE +/- 0.01, N = 3 1.11 1.12 1.16 MIN: 0.67 / MAX: 12.18 MIN: 0.66 / MAX: 2.71 MIN: 0.67 / MAX: 13.85 1. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -pie
OpenVINO Model: Age Gender Recognition Retail 0013 FP16-INT8 - Device: CPU OpenBenchmarking.org FPS, More Is Better OpenVINO 2022.2.dev Model: Age Gender Recognition Retail 0013 FP16-INT8 - Device: CPU A B C 2K 4K 6K 8K 10K SE +/- 41.17, N = 3 9929.88 9884.04 9454.83 1. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -pie
OpenVINO Model: Age Gender Recognition Retail 0013 FP16-INT8 - Device: CPU OpenBenchmarking.org ms, Fewer Is Better OpenVINO 2022.2.dev Model: Age Gender Recognition Retail 0013 FP16-INT8 - Device: CPU A B C 0.1418 0.2836 0.4254 0.5672 0.709 SE +/- 0.00, N = 3 0.60 0.60 0.63 MIN: 0.39 / MAX: 8.97 MIN: 0.36 / MAX: 9.05 MIN: 0.38 / MAX: 10.06 1. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -pie
Natron Input: Spaceship OpenBenchmarking.org FPS, More Is Better Natron 2.4.3 Input: Spaceship C B A 0.4725 0.945 1.4175 1.89 2.3625 SE +/- 0.00, N = 3 2.1 2.1 2.1
AI Benchmark Alpha Device Inference Score OpenBenchmarking.org Score, More Is Better AI Benchmark Alpha 0.1.2 Device Inference Score B A C 200 400 600 800 1000 965 962 949
AI Benchmark Alpha Device Training Score OpenBenchmarking.org Score, More Is Better AI Benchmark Alpha 0.1.2 Device Training Score A B C 200 400 600 800 1000 986 985 984
AI Benchmark Alpha Device AI Score OpenBenchmarking.org Score, More Is Better AI Benchmark Alpha 0.1.2 Device AI Score B A C 400 800 1200 1600 2000 1950 1948 1933
Phoronix Test Suite v10.8.4