3950X August 2022 AMD Ryzen 9 3950X 16-Core testing with a ASUS ROG CROSSHAIR VII HERO (WI-FI) (3103 BIOS) and Sapphire AMD Radeon RX 470/480/570/570X/580/580X/590 4GB on Ubuntu 20.04 via the Phoronix Test Suite.
HTML result view exported from: https://openbenchmarking.org/result/2208084-NE-3950XAUGU25&sor&gru .
3950X August 2022 Processor Motherboard Chipset Memory Disk Graphics Audio Monitor Network OS Kernel Desktop Display Server OpenGL Vulkan Compiler File-System Screen Resolution A B C AMD Ryzen 9 3950X 16-Core @ 3.50GHz (16 Cores / 32 Threads) ASUS ROG CROSSHAIR VII HERO (WI-FI) (3103 BIOS) AMD Starship/Matisse 16GB Samsung SSD 970 EVO 250GB Sapphire AMD Radeon RX 470/480/570/570X/580/580X/590 4GB (1260/1750MHz) AMD Ellesmere HDMI Audio DELL S2409W Intel I211 + Realtek RTL8822BE 802.11a/b/g/n/ac Ubuntu 20.04 5.11.0-43-generic (x86_64) GNOME Shell 3.36.4 X Server 1.20.13 4.6 Mesa 20.0.8 (LLVM 10.0.0) 1.2.128 GCC 9.3.0 ext4 1920x1080 OpenBenchmarking.org Kernel Details - Transparent Huge Pages: madvise Compiler Details - --build=x86_64-linux-gnu --disable-vtable-verify --disable-werror --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++,gm2 --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-multiarch --enable-multilib --enable-nls --enable-objc-gc=auto --enable-offload-targets=nvptx-none=/build/gcc-9-HskZEa/gcc-9-9.3.0/debian/tmp-nvptx/usr,hsa --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-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: acpi-cpufreq ondemand (Boost: Enabled) - CPU Microcode: 0x8701021 Graphics Details - GLAMOR - BAR1 / Visible vRAM Size: 256 MB - vBIOS Version: 113-1E3471U.O4Y Java Details - OpenJDK Runtime Environment (build 11.0.13+8-Ubuntu-0ubuntu1.20.04) Python Details - Python 2.7.18 + Python 3.8.10 Security Details - itlb_multihit: Not affected + l1tf: Not affected + mds: Not affected + meltdown: Not affected + spec_store_bypass: Mitigation of SSB disabled via prctl and seccomp + spectre_v1: Mitigation of usercopy/swapgs barriers and __user pointer sanitization + spectre_v2: Mitigation of Full AMD retpoline IBPB: conditional STIBP: conditional RSB filling + srbds: Not affected + tsx_async_abort: Not affected
3950X August 2022 unvanquished: 1920 x 1080 - High unvanquished: 1920 x 1080 - Ultra unvanquished: 1920 x 1080 - Medium aircrack-ng: astcenc: Fast astcenc: Medium astcenc: Thorough astcenc: Exhaustive lammps: 20k Atoms lammps: Rhodopsin Protein node-web-tooling: ospray-studio: 1 - 4K - 1 - Path Tracer ospray-studio: 2 - 4K - 1 - Path Tracer ospray-studio: 3 - 4K - 1 - Path Tracer ospray-studio: 1 - 4K - 16 - Path Tracer ospray-studio: 1 - 4K - 32 - Path Tracer ospray-studio: 2 - 4K - 16 - Path Tracer ospray-studio: 2 - 4K - 32 - Path Tracer ospray-studio: 3 - 4K - 16 - Path Tracer ospray-studio: 3 - 4K - 32 - Path Tracer ospray-studio: 1 - 1080p - 1 - Path Tracer ospray-studio: 2 - 1080p - 1 - Path Tracer ospray-studio: 3 - 1080p - 1 - Path Tracer ospray-studio: 1 - 1080p - 16 - Path Tracer ospray-studio: 1 - 1080p - 32 - Path Tracer ospray-studio: 2 - 1080p - 16 - Path Tracer ospray-studio: 2 - 1080p - 32 - Path Tracer ospray-studio: 3 - 1080p - 16 - Path Tracer ospray-studio: 3 - 1080p - 32 - Path Tracer openfoam: motorBike - Mesh Time openfoam: motorBike - Execution Time openfoam: drivaerFastback, Small Mesh Size - Mesh Time openfoam: drivaerFastback, Small Mesh Size - Execution Time primesieve: 1e12 primesieve: 1e13 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 A B C 427.4 406.9 427.7 60465.445 243.3779 79.765 9.5398 1.0459 11.868 11.082 11.98 7500 7716 8943 127533 245516 128844 251402 150750 291678 1878 1942 2250 30050 67878 30891 70272 35981 77565 42.6 111.18 375.23 5009.77 10.843 137.238 3.84 88.33 5.68 4.27 1.91 1.93 1.69 3.94 88.33 5.64 4.03 2.02 2.082079844 1.76 4.20 88.56 5.64 4.28 2.19 2.47 1.96 4.32 88.58 5.64 4.91 2.69 3.09 2.77 17.57 87.90 5.63 8.15 11.43173086 13.03 12.51 16.94 88.89 5.63 7.76 10.37 12.73 12.17 32.711553259 88.416135271 5.67 12.10 22.99 25.69 25.21 31.174655355 88.26 5.65 11.44 20.70 24.28 23.213018684 64.83 88.40 5.59 33.69679871 44.45 50.62 48.021079266 60.89 89.96 5.58 31.73 41.79 46.56 46.922072505 17.03 87.94 5.67 8.15 10.850297474 12.081960689 11.770095181 17.86 89.88 5.57 8.52 11.16 13.04 12.28 30.84 89.63 5.62 12.18 21.11 23.71 23.53 31.86 90.47 5.57 12.06 21.209731338 23.70 22.19 62.68 88.35 5.60 29.33 43.08 46.97 45.58 62.10 88.70 5.61 25.799711189 41.568133122 46.37 45.57 413.8 399.1 430.1 60443.641 243.6277 79.7212 9.5472 1.045 11.906 11.818 12.03 7449 7682 8918 127897 247439 128511 253256 150927 289902 1883 1947 2253 30039 66413 30836 69799 35915 79355 42.73 111.59 375.84 5017.93 10.772 136.553 4.16 88.14 5.64 4.34 2.00 1.87 1.72 3.84 88.51 5.62 3.99 2.01 2.13 1.83 4.06 88.10 5.58 4.30 2.16 2.31 2.14 4.39 87.80 5.60 4.86 2.67 3.20 2.75 17.35 87.39 5.66 8.10 10.93 12.50 11.93 16.88 89.35 5.61 7.35 10.37 11.89 11.24 32.583192963 88.33 5.61 11.93 21.96 26.26 24.55 31.04 87.92 5.64 11.67 21.45 24.08 23.15 63.40 88.38 5.66 33.18 44.762494618 49.52 49.20 59.28 89.14 5.59 31.72 42.52 48.23 46.519899968 17.28 88.108879804 5.58 8.45 10.68 12.08 11.70 18.44159717 89.46 5.64 8.66 11.07 13.10 12.29 30.62 89.17 5.59 11.95 20.66 23.08 22.91 31.37 90.04 5.59 12.03 21.23 25.41 23.18 60.424729471 88.68 5.59 29.49 40.683812386 47.07 45.14 60.134172651 88.29 5.59 25.52 41.43 47.120343912 46.30 404.2 409.7 423.6 60453.633 242.8882 79.7443 9.5456 1.044 11.941 11.704 11.77 7469 7703 8911 126016 247297 130977 253657 150460 291145 1885 1941 2248 30036 67063 30810 70301 35914 79894 43.2 112.95 375.62 5010.14 10.81 136.917 3.94 88.20 5.61 4.11 1.90 1.92 1.738973943 4.03 88.057219969 5.63 4.10 2.03 2.13 1.81 4.07 88.81 5.66 4.14 2.14 2.46 1.92 4.31 88.56 5.58 4.85 2.73 3.27 2.46 17.46 87.65 5.62 8.07 10.81 13.03 12.54 16.82 90.10 5.59 7.60 10.37 12.04 11.35 32.53 88.32 5.61 12.01 21.78 24.89 24.96 31.37 88.565310373 5.61 11.25 20.76 22.98 22.31 63.01 88.309696418 5.64 34.21 42.72 48.390317562 48.92 59.188798787 90.05 5.67 31.38 41.83 48.81 46.54 17.26 87.90 5.60 8.26 10.65 11.89 11.59 17.76 90.10 5.62 8.75 11.29 13.36 12.13539417 32.86 88.82 5.63 12.401146589 20.696627915 23.75 23.35 31.15 88.96 5.62 12.019333762 21.28 24.80 23.66 59.37 88.22 5.55 29.69 41.86 47.60 44.54 60.54 88.13 5.65 24.62 41.15 47.04 45.27 OpenBenchmarking.org
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 A B C 90 180 270 360 450 427.4 413.8 404.2
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 90 180 270 360 450 409.7 406.9 399.1
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 B A C 90 180 270 360 450 430.1 427.7 423.6
Aircrack-ng OpenBenchmarking.org k/s, More Is Better Aircrack-ng 1.7 A C B 13K 26K 39K 52K 65K 60465.45 60453.63 60443.64 1. (CXX) g++ options: -std=gnu++17 -O3 -fvisibility=hidden -fcommon -rdynamic -lnl-3 -lnl-genl-3 -lpcre -lpthread -lz -lssl -lcrypto -lhwloc -ldl -lm -lbsd -pthread
ASTC Encoder Preset: Fast OpenBenchmarking.org MT/s, More Is Better ASTC Encoder 4.0 Preset: Fast B A C 50 100 150 200 250 243.63 243.38 242.89 1. (CXX) g++ options: -O3 -flto -pthread
ASTC Encoder Preset: Medium OpenBenchmarking.org MT/s, More Is Better ASTC Encoder 4.0 Preset: Medium A C B 20 40 60 80 100 79.77 79.74 79.72 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 C A 3 6 9 12 15 9.5472 9.5456 9.5398 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 0.2353 0.4706 0.7059 0.9412 1.1765 1.0459 1.0450 1.0440 1. (CXX) g++ options: -O3 -flto -pthread
LAMMPS Molecular Dynamics Simulator Model: 20k Atoms OpenBenchmarking.org ns/day, More Is Better LAMMPS Molecular Dynamics Simulator 23Jun2022 Model: 20k Atoms C B A 3 6 9 12 15 11.94 11.91 11.87 1. (CXX) g++ options: -O3 -pthread -lm -ldl
LAMMPS Molecular Dynamics Simulator Model: Rhodopsin Protein OpenBenchmarking.org ns/day, More Is Better LAMMPS Molecular Dynamics Simulator 23Jun2022 Model: Rhodopsin Protein B C A 3 6 9 12 15 11.82 11.70 11.08 1. (CXX) g++ options: -O3 -pthread -lm -ldl
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 12.03 11.98 11.77
OSPRay Studio Camera: 1 - Resolution: 4K - Samples Per Pixel: 1 - Renderer: Path Tracer OpenBenchmarking.org ms, Fewer Is Better OSPRay Studio 0.11 Camera: 1 - Resolution: 4K - Samples Per Pixel: 1 - Renderer: Path Tracer B C A 1600 3200 4800 6400 8000 7449 7469 7500 1. (CXX) g++ options: -O3 -lm -ldl -lpthread -pthread
OSPRay Studio Camera: 2 - Resolution: 4K - Samples Per Pixel: 1 - Renderer: Path Tracer OpenBenchmarking.org ms, Fewer Is Better OSPRay Studio 0.11 Camera: 2 - Resolution: 4K - Samples Per Pixel: 1 - Renderer: Path Tracer B C A 1700 3400 5100 6800 8500 7682 7703 7716 1. (CXX) g++ options: -O3 -lm -ldl -lpthread -pthread
OSPRay Studio Camera: 3 - Resolution: 4K - Samples Per Pixel: 1 - Renderer: Path Tracer OpenBenchmarking.org ms, Fewer Is Better OSPRay Studio 0.11 Camera: 3 - Resolution: 4K - Samples Per Pixel: 1 - Renderer: Path Tracer C B A 2K 4K 6K 8K 10K 8911 8918 8943 1. (CXX) g++ options: -O3 -lm -ldl -lpthread -pthread
OSPRay Studio Camera: 1 - Resolution: 4K - Samples Per Pixel: 16 - Renderer: Path Tracer OpenBenchmarking.org ms, Fewer Is Better OSPRay Studio 0.11 Camera: 1 - Resolution: 4K - Samples Per Pixel: 16 - Renderer: Path Tracer C A B 30K 60K 90K 120K 150K 126016 127533 127897 1. (CXX) g++ options: -O3 -lm -ldl -lpthread -pthread
OSPRay Studio Camera: 1 - Resolution: 4K - Samples Per Pixel: 32 - Renderer: Path Tracer OpenBenchmarking.org ms, Fewer Is Better OSPRay Studio 0.11 Camera: 1 - Resolution: 4K - Samples Per Pixel: 32 - Renderer: Path Tracer A C B 50K 100K 150K 200K 250K 245516 247297 247439 1. (CXX) g++ options: -O3 -lm -ldl -lpthread -pthread
OSPRay Studio Camera: 2 - Resolution: 4K - Samples Per Pixel: 16 - Renderer: Path Tracer OpenBenchmarking.org ms, Fewer Is Better OSPRay Studio 0.11 Camera: 2 - Resolution: 4K - Samples Per Pixel: 16 - Renderer: Path Tracer B A C 30K 60K 90K 120K 150K 128511 128844 130977 1. (CXX) g++ options: -O3 -lm -ldl -lpthread -pthread
OSPRay Studio Camera: 2 - Resolution: 4K - Samples Per Pixel: 32 - Renderer: Path Tracer OpenBenchmarking.org ms, Fewer Is Better OSPRay Studio 0.11 Camera: 2 - Resolution: 4K - Samples Per Pixel: 32 - Renderer: Path Tracer A B C 50K 100K 150K 200K 250K 251402 253256 253657 1. (CXX) g++ options: -O3 -lm -ldl -lpthread -pthread
OSPRay Studio Camera: 3 - Resolution: 4K - Samples Per Pixel: 16 - Renderer: Path Tracer OpenBenchmarking.org ms, Fewer Is Better OSPRay Studio 0.11 Camera: 3 - Resolution: 4K - Samples Per Pixel: 16 - Renderer: Path Tracer C A B 30K 60K 90K 120K 150K 150460 150750 150927 1. (CXX) g++ options: -O3 -lm -ldl -lpthread -pthread
OSPRay Studio Camera: 3 - Resolution: 4K - Samples Per Pixel: 32 - Renderer: Path Tracer OpenBenchmarking.org ms, Fewer Is Better OSPRay Studio 0.11 Camera: 3 - Resolution: 4K - Samples Per Pixel: 32 - Renderer: Path Tracer B C A 60K 120K 180K 240K 300K 289902 291145 291678 1. (CXX) g++ options: -O3 -lm -ldl -lpthread -pthread
OSPRay Studio Camera: 1 - Resolution: 1080p - Samples Per Pixel: 1 - Renderer: Path Tracer OpenBenchmarking.org ms, Fewer Is Better OSPRay Studio 0.11 Camera: 1 - Resolution: 1080p - Samples Per Pixel: 1 - Renderer: Path Tracer A B C 400 800 1200 1600 2000 1878 1883 1885 1. (CXX) g++ options: -O3 -lm -ldl -lpthread -pthread
OSPRay Studio Camera: 2 - Resolution: 1080p - Samples Per Pixel: 1 - Renderer: Path Tracer OpenBenchmarking.org ms, Fewer Is Better OSPRay Studio 0.11 Camera: 2 - Resolution: 1080p - Samples Per Pixel: 1 - Renderer: Path Tracer C A B 400 800 1200 1600 2000 1941 1942 1947 1. (CXX) g++ options: -O3 -lm -ldl -lpthread -pthread
OSPRay Studio Camera: 3 - Resolution: 1080p - Samples Per Pixel: 1 - Renderer: Path Tracer OpenBenchmarking.org ms, Fewer Is Better OSPRay Studio 0.11 Camera: 3 - Resolution: 1080p - Samples Per Pixel: 1 - Renderer: Path Tracer C A B 500 1000 1500 2000 2500 2248 2250 2253 1. (CXX) g++ options: -O3 -lm -ldl -lpthread -pthread
OSPRay Studio Camera: 1 - Resolution: 1080p - Samples Per Pixel: 16 - Renderer: Path Tracer OpenBenchmarking.org ms, Fewer Is Better OSPRay Studio 0.11 Camera: 1 - Resolution: 1080p - Samples Per Pixel: 16 - Renderer: Path Tracer C B A 6K 12K 18K 24K 30K 30036 30039 30050 1. (CXX) g++ options: -O3 -lm -ldl -lpthread -pthread
OSPRay Studio Camera: 1 - Resolution: 1080p - Samples Per Pixel: 32 - Renderer: Path Tracer OpenBenchmarking.org ms, Fewer Is Better OSPRay Studio 0.11 Camera: 1 - Resolution: 1080p - Samples Per Pixel: 32 - Renderer: Path Tracer B C A 15K 30K 45K 60K 75K 66413 67063 67878 1. (CXX) g++ options: -O3 -lm -ldl -lpthread -pthread
OSPRay Studio Camera: 2 - Resolution: 1080p - Samples Per Pixel: 16 - Renderer: Path Tracer OpenBenchmarking.org ms, Fewer Is Better OSPRay Studio 0.11 Camera: 2 - Resolution: 1080p - Samples Per Pixel: 16 - Renderer: Path Tracer C B A 7K 14K 21K 28K 35K 30810 30836 30891 1. (CXX) g++ options: -O3 -lm -ldl -lpthread -pthread
OSPRay Studio Camera: 2 - Resolution: 1080p - Samples Per Pixel: 32 - Renderer: Path Tracer OpenBenchmarking.org ms, Fewer Is Better OSPRay Studio 0.11 Camera: 2 - Resolution: 1080p - Samples Per Pixel: 32 - Renderer: Path Tracer B A C 15K 30K 45K 60K 75K 69799 70272 70301 1. (CXX) g++ options: -O3 -lm -ldl -lpthread -pthread
OSPRay Studio Camera: 3 - Resolution: 1080p - Samples Per Pixel: 16 - Renderer: Path Tracer OpenBenchmarking.org ms, Fewer Is Better OSPRay Studio 0.11 Camera: 3 - Resolution: 1080p - Samples Per Pixel: 16 - Renderer: Path Tracer C B A 8K 16K 24K 32K 40K 35914 35915 35981 1. (CXX) g++ options: -O3 -lm -ldl -lpthread -pthread
OSPRay Studio Camera: 3 - Resolution: 1080p - Samples Per Pixel: 32 - Renderer: Path Tracer OpenBenchmarking.org ms, Fewer Is Better OSPRay Studio 0.11 Camera: 3 - Resolution: 1080p - Samples Per Pixel: 32 - Renderer: Path Tracer A B C 20K 40K 60K 80K 100K 77565 79355 79894 1. (CXX) g++ options: -O3 -lm -ldl -lpthread -pthread
OpenFOAM Input: motorBike - Mesh Time OpenBenchmarking.org Seconds, Fewer Is Better OpenFOAM 9 Input: motorBike - Mesh Time A B C 10 20 30 40 50 42.60 42.73 43.20 1. (CXX) g++ options: -std=c++14 -m64 -O3 -ftemplate-depth-100 -fPIC -fuse-ld=bfd -Xlinker --add-needed --no-as-needed -lfoamToVTK -ldynamicMesh -llagrangian -lgenericPatchFields -lfileFormats -lOpenFOAM -ldl -lm
OpenFOAM Input: motorBike - Execution Time OpenBenchmarking.org Seconds, Fewer Is Better OpenFOAM 9 Input: motorBike - Execution Time A B C 30 60 90 120 150 111.18 111.59 112.95 1. (CXX) g++ options: -std=c++14 -m64 -O3 -ftemplate-depth-100 -fPIC -fuse-ld=bfd -Xlinker --add-needed --no-as-needed -lfoamToVTK -ldynamicMesh -llagrangian -lgenericPatchFields -lfileFormats -lOpenFOAM -ldl -lm
OpenFOAM Input: drivaerFastback, Small Mesh Size - Mesh Time OpenBenchmarking.org Seconds, Fewer Is Better OpenFOAM 9 Input: drivaerFastback, Small Mesh Size - Mesh Time A C B 80 160 240 320 400 375.23 375.62 375.84 1. (CXX) g++ options: -std=c++14 -m64 -O3 -ftemplate-depth-100 -fPIC -fuse-ld=bfd -Xlinker --add-needed --no-as-needed -lfoamToVTK -ldynamicMesh -llagrangian -lgenericPatchFields -lfileFormats -lOpenFOAM -ldl -lm
OpenFOAM Input: drivaerFastback, Small Mesh Size - Execution Time OpenBenchmarking.org Seconds, Fewer Is Better OpenFOAM 9 Input: drivaerFastback, Small Mesh Size - Execution Time A C B 1100 2200 3300 4400 5500 5009.77 5010.14 5017.93 1. (CXX) g++ options: -std=c++14 -m64 -O3 -ftemplate-depth-100 -fPIC -fuse-ld=bfd -Xlinker --add-needed --no-as-needed -lfoamToVTK -ldynamicMesh -llagrangian -lgenericPatchFields -lfileFormats -lOpenFOAM -ldl -lm
Primesieve Length: 1e12 OpenBenchmarking.org Seconds, Fewer Is Better Primesieve 8.0 Length: 1e12 B C A 3 6 9 12 15 10.77 10.81 10.84 1. (CXX) g++ options: -O3 -lpthread
Primesieve Length: 1e13 OpenBenchmarking.org Seconds, Fewer Is Better Primesieve 8.0 Length: 1e13 B C A 30 60 90 120 150 136.55 136.92 137.24 1. (CXX) g++ options: -O3 -lpthread
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 A C B 0.936 1.872 2.808 3.744 4.68 3.84 3.94 4.16
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 C A 20 40 60 80 100 88.14 88.20 88.33
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 C B A 1.278 2.556 3.834 5.112 6.39 5.61 5.64 5.68
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 C A B 0.9765 1.953 2.9295 3.906 4.8825 4.11 4.27 4.34
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 C A B 0.45 0.9 1.35 1.8 2.25 1.90 1.91 2.00
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 0.4343 0.8686 1.3029 1.7372 2.1715 1.87 1.92 1.93
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 B C 0.3913 0.7826 1.1739 1.5652 1.9565 1.690000000 1.720000000 1.738973943
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 0.9068 1.8136 2.7204 3.6272 4.534 3.84 3.94 4.03
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 C A B 20 40 60 80 100 88.06 88.33 88.51
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 C A 1.269 2.538 3.807 5.076 6.345 5.62 5.63 5.64
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 A C 0.9225 1.845 2.7675 3.69 4.6125 3.99 4.03 4.10
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 B A C 0.4568 0.9136 1.3704 1.8272 2.284 2.01 2.02 2.03
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 A B C 0.4793 0.9586 1.4379 1.9172 2.3965 2.082079844 2.130000000 2.130000000
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 C B 0.4118 0.8236 1.2354 1.6472 2.059 1.76 1.81 1.83
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 C A 0.945 1.89 2.835 3.78 4.725 4.06 4.07 4.20
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 20 40 60 80 100 88.10 88.56 88.81
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 B A C 1.2735 2.547 3.8205 5.094 6.3675 5.58 5.64 5.66
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 C A B 0.9675 1.935 2.9025 3.87 4.8375 4.14 4.28 4.30
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 C B A 0.4928 0.9856 1.4784 1.9712 2.464 2.14 2.16 2.19
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 B C A 0.5558 1.1116 1.6674 2.2232 2.779 2.31 2.46 2.47
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 C A B 0.4815 0.963 1.4445 1.926 2.4075 1.92 1.96 2.14
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 C A B 0.9878 1.9756 2.9634 3.9512 4.939 4.31 4.32 4.39
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 B C A 20 40 60 80 100 87.80 88.56 88.58
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 C B A 1.269 2.538 3.807 5.076 6.345 5.58 5.60 5.64
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 B A 1.1048 2.2096 3.3144 4.4192 5.524 4.85 4.86 4.91
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 A C 0.6143 1.2286 1.8429 2.4572 3.0715 2.67 2.69 2.73
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 B C 0.7358 1.4716 2.2074 2.9432 3.679 3.09 3.20 3.27
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 C B A 0.6233 1.2466 1.8699 2.4932 3.1165 2.46 2.75 2.77
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 B C A 4 8 12 16 20 17.35 17.46 17.57
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 C A 20 40 60 80 100 87.39 87.65 87.90
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 1.2735 2.547 3.8205 5.094 6.3675 5.62 5.63 5.66
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 C B A 2 4 6 8 10 8.07 8.10 8.15
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 C B A 3 6 9 12 15 10.81 10.93 11.43
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 3 6 9 12 15 12.50 13.03 13.03
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 3 6 9 12 15 11.93 12.51 12.54
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 C B A 4 8 12 16 20 16.82 16.88 16.94
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 20 40 60 80 100 88.89 89.35 90.10
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 B A 1.2668 2.5336 3.8004 5.0672 6.334 5.59 5.61 5.63
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 C A 2 4 6 8 10 7.35 7.60 7.76
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 10.37 10.37 10.37
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 B C A 3 6 9 12 15 11.89 12.04 12.73
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 B C A 3 6 9 12 15 11.24 11.35 12.17
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 32.53 32.58 32.71
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 C B A 20 40 60 80 100 88.32 88.33 88.42
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 B C A 1.2758 2.5516 3.8274 5.1032 6.379 5.61 5.61 5.67
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 B C A 3 6 9 12 15 11.93 12.01 12.10
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 C B A 6 12 18 24 30 21.78 21.96 22.99
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 C A B 6 12 18 24 30 24.89 25.69 26.26
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 6 12 18 24 30 24.55 24.96 25.21
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 B A C 7 14 21 28 35 31.04 31.17 31.37
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 20 40 60 80 100 87.92 88.26 88.57
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 1.2713 2.5426 3.8139 5.0852 6.3565 5.61 5.64 5.65
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 C A B 3 6 9 12 15 11.25 11.44 11.67
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 A C B 5 10 15 20 25 20.70 20.76 21.45
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 6 12 18 24 30 22.98 24.08 24.28
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 B A 6 12 18 24 30 22.31 23.15 23.21
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 C B A 14 28 42 56 70 63.01 63.40 64.83
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 C B A 20 40 60 80 100 88.31 88.38 88.40
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 C B 1.2735 2.547 3.8205 5.094 6.3675 5.59 5.64 5.66
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 33.18 33.70 34.21
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 10 20 30 40 50 42.72 44.45 44.76
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 11 22 33 44 55 48.39 49.52 50.62
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 A C B 11 22 33 44 55 48.02 48.92 49.20
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 C B A 14 28 42 56 70 59.19 59.28 60.89
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 20 40 60 80 100 89.14 89.96 90.05
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 A B C 1.2758 2.5516 3.8274 5.1032 6.379 5.58 5.59 5.67
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 7 14 21 28 35 31.38 31.72 31.73
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 A C B 10 20 30 40 50 41.79 41.83 42.52
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 11 22 33 44 55 46.56 48.23 48.81
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 B C A 11 22 33 44 55 46.52 46.54 46.92
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 4 8 12 16 20 17.03 17.26 17.28
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 C A B 20 40 60 80 100 87.90 87.94 88.11
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 B C A 1.2758 2.5516 3.8274 5.1032 6.379 5.58 5.60 5.67
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 A C B 2 4 6 8 10 8.15 8.26 8.45
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 C B A 3 6 9 12 15 10.65 10.68 10.85
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 C B A 3 6 9 12 15 11.89 12.08 12.08
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 B A 3 6 9 12 15 11.59 11.70 11.77
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 C A B 5 10 15 20 25 17.76 17.86 18.44
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 A C 20 40 60 80 100 89.46 89.88 90.10
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 A C B 1.269 2.538 3.807 5.076 6.345 5.57 5.62 5.64
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 2 4 6 8 10 8.52 8.66 8.75
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 B A C 3 6 9 12 15 11.07 11.16 11.29
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 3 6 9 12 15 13.04 13.10 13.36
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 3 6 9 12 15 12.14 12.28 12.29
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 B A C 8 16 24 32 40 30.62 30.84 32.86
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 C B A 20 40 60 80 100 88.82 89.17 89.63
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 1.2668 2.5336 3.8004 5.0672 6.334 5.59 5.62 5.63
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 3 6 9 12 15 11.95 12.18 12.40
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 C A 5 10 15 20 25 20.66 20.70 21.11
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 B A C 6 12 18 24 30 23.08 23.71 23.75
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 C A 6 12 18 24 30 22.91 23.35 23.53
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 C B A 7 14 21 28 35 31.15 31.37 31.86
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 C B A 20 40 60 80 100 88.96 90.04 90.47
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 B C 1.2645 2.529 3.7935 5.058 6.3225 5.57 5.59 5.62
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 C B A 3 6 9 12 15 12.02 12.03 12.06
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 A B C 5 10 15 20 25 21.21 21.23 21.28
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 A C B 6 12 18 24 30 23.70 24.80 25.41
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 A B C 6 12 18 24 30 22.19 23.18 23.66
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 C B A 14 28 42 56 70 59.37 60.42 62.68
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 C A B 20 40 60 80 100 88.22 88.35 88.68
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 1.26 2.52 3.78 5.04 6.3 5.55 5.59 5.60
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 B C 7 14 21 28 35 29.33 29.49 29.69
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 B C A 10 20 30 40 50 40.68 41.86 43.08
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 A B C 11 22 33 44 55 46.97 47.07 47.60
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 10 20 30 40 50 44.54 45.14 45.58
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 B C A 14 28 42 56 70 60.13 60.54 62.10
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 C B A 20 40 60 80 100 88.13 88.29 88.70
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 B A C 1.2713 2.5426 3.8139 5.0852 6.3565 5.59 5.61 5.65
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 C B A 6 12 18 24 30 24.62 25.52 25.80
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 B A 9 18 27 36 45 41.15 41.43 41.57
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 A C B 11 22 33 44 55 46.37 47.04 47.12
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 A B 10 20 30 40 50 45.27 45.57 46.30
Phoronix Test Suite v10.8.5