AMD Ryzen 9 5950X 16-Core testing with a ASUS ROG CROSSHAIR VIII HERO (WI-FI) (4006 BIOS) and llvmpipe on Ubuntu 22.04 via the Phoronix Test Suite.
Compare your own system(s) to this result file with the
Phoronix Test Suite by running the command:
phoronix-test-suite benchmark 2208052-NE-AUGUST46711 august - Phoronix Test Suite august AMD Ryzen 9 5950X 16-Core testing with a ASUS ROG CROSSHAIR VIII HERO (WI-FI) (4006 BIOS) and llvmpipe on Ubuntu 22.04 via the Phoronix Test Suite.
HTML result view exported from: https://openbenchmarking.org/result/2208052-NE-AUGUST46711 .
august Processor Motherboard Chipset Memory Disk Graphics Audio Network OS Kernel Desktop Display Server OpenGL Vulkan Compiler File-System Screen Resolution A B C D AMD Ryzen 9 5950X 16-Core @ 3.40GHz (16 Cores / 32 Threads) ASUS ROG CROSSHAIR VIII HERO (WI-FI) (4006 BIOS) AMD Starship/Matisse 32GB 1000GB Sabrent Rocket 4.0 Plus llvmpipe AMD Navi 21 HDMI Audio Realtek RTL8125 2.5GbE + Intel I211 + Intel Wi-Fi 6 AX200 Ubuntu 22.04 5.15.0-40-generic (x86_64) GNOME Shell 42.2 X Server 1.21.1.3 4.5 Mesa 22.0.1 (LLVM 13.0.1 256 bits) 1.2.204 GCC 11.2.0 ext4 3840x2160 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 Processor Details - Scaling Governor: acpi-cpufreq schedutil (Boost: Enabled) - CPU Microcode: 0xa201016 Java Details - OpenJDK Runtime Environment (build 11.0.16+8-post-Ubuntu-0ubuntu122.04) Python Details - Python 3.10.4 Security Details - itlb_multihit: Not affected + l1tf: Not affected + mds: Not affected + meltdown: Not affected + mmio_stale_data: 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 Retpolines IBPB: conditional IBRS_FW STIBP: always-on RSB filling + srbds: Not affected + tsx_async_abort: Not affected
august lammps: 20k Atoms lammps: Rhodopsin Protein 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 primesieve: 1e12 primesieve: 1e13 aircrack-ng: node-web-tooling: 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 astcenc: Fast astcenc: Medium astcenc: Thorough astcenc: Exhaustive inkscape: SVG Files To PNG ai-benchmark: Device Inference Score ai-benchmark: Device Training Score ai-benchmark: Device AI Score A B C D 12.647 12.576 2.433 52.025 89.621 119.522 7.093 142.242 305.709 446.746 10.625 134.358 72757.489 14.62 3.31 85.020832690 5.05 3.41 1.90 1.69 1.50 3.32 85.14 5.06 3.40 1.90 1.73 1.43 3.50 85.61 5.06 3.37 2.00 1.91 1.68 3.70 85.35 5.03 3.86 2.46 2.49 1.98 16.207961663 85.57 5.07 6.84 10.225342330 11.895787558 11.770975614 15.86 85.61 5.05 6.40 10.01 11.287056352 10.73 30.56 85.18 5.06 10.50 20.61 23.408429797 22.503354842 29.76 85.63 5.06 9.71 20.00 22.57 21.69 60.77 86.18 5.05 30.24 41.09 45.17 44.444641786 58.20 85.56 5.06 28.57 39.84 43.66 43.30 15.90 85.91 5.05 6.86 10.28 11.37 10.99 16.34 85.20 5.03 7.29 10.48 11.89 11.12 29.77 85.50 5.05 10.16 19.54 21.77 21.32 30.41 85.77 5.07 10.32 20.14 22.80 21.88 58.38 85.50 5.06 26.79 38.82 43.73 42.82 60.61 85.08 5.06 22.85 39.39 44.38 43.67 285.1810 98.4276 12.1037 1.2751 17.494 1412 1140 2552 12.58 12.357 2.414 51.538 88.175 117.609 7.087 143.357 303.45 443.173 10.568 133.792 14.74 3.28 85.094623072 5.09 3.40 1.89 1.56 1.60 3.31 86.60 5.11 3.40 1.87 1.73 1.48 3.31 86.36 5.01 3.46 2.02 1.79 1.66 3.77 85.510915166 5.03 3.90 2.42 2.44 2.12 16.19 84.922710339 5.06 6.78 10.45 11.70 11.14 16.60 86.11 5.09 6.39 9.92 11.220928559 10.99 30.42 85.55 5.07 10.19 20.77 23.79 23.60 29.75 84.91 5.10 9.83 19.75 22.14 21.68 61.57 85.779159799 5.10 30.285293939 40.893068701 45.995650851 44.53 56.46 85.76 5.10 28.64 39.71 43.45 43.58 16.17 86.03 5.09 6.75 10.14 11.14 11.154432133 16.24 85.78 5.05 7.06 10.476039948 12.19 11.90 30.53 85.44 5.25 10.00 19.66 21.10 20.43 31.20 85.66 5.07 10.25 19.87 22.01 22.12 57.04 86.314829773 5.05 27.013806994 38.229998126 42.53 42.52 59.11 85.77 5.01 22.77 39.03 45.44 43.40 284.7715 98.5245 12.1053 1.2782 17.698 1377 1128 2505 12.69 12.605 2.428 50.477 88.079 112.778 7.206 140.848 300.674 441.567 10.628 134.048 72788.023 14.69 3.41 84.62 5.01 3.41 1.74 1.45 1.47 3.45 85.83 5.02 3.38 1.91 1.732037627 1.41 3.63 84.740388275 5.11 3.472859857 1.99 1.88 1.67 3.73 85.26 5.04 3.95 2.40 2.53 1.96 16.19 85.95 5.01 6.70 10.59 11.98 12.00 15.94 85.93 5.05 6.51 10.22 11.45 11.34 31.69 85.80114946 5.00 10.13 20.87 24.11 22.88 29.79 87.04 5.06 9.75 19.44 21.40 21.22 59.39 85.10 5.02 30.38 40.57 44.64 45.16 56.37 85.05 5.11 28.51 40.07 44.39 43.61 16.91 86.15 5.02 6.60 10.05 11.26 11.16 16.51 85.30 5.02 7.27 10.35 11.73 10.98 29.37 84.98 5.05 10.27 19.45 21.10 20.80 30.41 85.24 5.03 10.47 20.93 23.56 22.81 56.393666853 85.76 5.04 26.70 38.19 45.90 43.38 57.65 86.41 5.09 22.55 39.06 43.73 43.57 286.2078 98.6542 12.1481 1.2837 17.578 1361 1126 2487 12.563 12.736 2.42 51.017 86.744 112.206 7.061 141.942 298.746 439.841 10.652 134.26 72751.25 14.55 3.25 84.48 5.07 3.60 1.91 1.67 1.50 3.26 87.33 5.09 3.23 1.87 1.83 1.41 3.50 85.28 5.10 3.38 2.03 1.88 1.67 3.86 85.20 5.03 3.90 2.55 2.33 2.23 16.09 85.49 5.03 6.92 10.21 12.190615157 11.20 15.68 84.90 5.06 6.50 10.02 11.72 11.17 30.349860224 85.75 5.07 10.56 20.72 23.04 23.00 29.47 85.91 5.08 9.67 20.18 22.29 21.665859572 59.424458504 85.36 5.08 30.77 40.93 45.77 45.68 59.74 85.39 4.99 28.71 39.65 43.96 42.28 15.96 84.896864782 5.09 6.93 10.310181768 11.89 11.12 16.25 85.99377701 5.03 7.38 10.72 12.28 11.36 29.34 85.85 5.06 10.03 19.53 22.27 22.01 31.17 85.20 5.12 10.06 20.75 23.28 21.67 56.97 85.36 5.00 26.81 38.16 44.44 42.85 58.06 84.89 5.04 23.14 39.15 43.57 43.45 284.2022 98.5837 12.1539 1.2826 17.64 1383 1134 2517 OpenBenchmarking.org
LAMMPS Molecular Dynamics Simulator Model: 20k Atoms OpenBenchmarking.org ns/day, More Is Better LAMMPS Molecular Dynamics Simulator 23Jun2022 Model: 20k Atoms A B C D 3 6 9 12 15 SE +/- 0.04, N = 3 12.65 12.58 12.69 12.56 1. (CXX) g++ options: -O3 -lm -ldl
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 D 3 6 9 12 15 SE +/- 0.13, N = 5 12.58 12.36 12.61 12.74 1. (CXX) g++ options: -O3 -lm -ldl
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 A B C D 0.5474 1.0948 1.6422 2.1896 2.737 SE +/- 0.005, N = 3 2.433 2.414 2.428 2.420 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 A B C D 12 24 36 48 60 SE +/- 0.05, N = 3 52.03 51.54 50.48 51.02 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 A B C D 20 40 60 80 100 SE +/- 0.57, N = 3 89.62 88.18 88.08 86.74 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 A B C D 30 60 90 120 150 SE +/- 0.12, N = 3 119.52 117.61 112.78 112.21 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 B C D 2 4 6 8 10 SE +/- 0.061, N = 3 7.093 7.087 7.206 7.061 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 A B C D 30 60 90 120 150 SE +/- 0.73, N = 3 142.24 143.36 140.85 141.94 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 A B C D 70 140 210 280 350 SE +/- 0.90, N = 3 305.71 303.45 300.67 298.75 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 A B C D 100 200 300 400 500 SE +/- 3.06, N = 3 446.75 443.17 441.57 439.84 1. (CXX) g++ options: -march=native -mno-avx -mavx2 -mavx512f -mavx512bw -mavx512dq
Primesieve Length: 1e12 OpenBenchmarking.org Seconds, Fewer Is Better Primesieve 8.0 Length: 1e12 A B C D 3 6 9 12 15 SE +/- 0.01, N = 3 10.63 10.57 10.63 10.65 1. (CXX) g++ options: -O3
Primesieve Length: 1e13 OpenBenchmarking.org Seconds, Fewer Is Better Primesieve 8.0 Length: 1e13 A B C D 30 60 90 120 150 SE +/- 0.15, N = 3 134.36 133.79 134.05 134.26 1. (CXX) g++ options: -O3
Aircrack-ng OpenBenchmarking.org k/s, More Is Better Aircrack-ng 1.7 A C D 16K 32K 48K 64K 80K SE +/- 123.96, N = 3 72757.49 72788.02 72751.25 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 -pthread
Node.js V8 Web Tooling Benchmark OpenBenchmarking.org runs/s, More Is Better Node.js V8 Web Tooling Benchmark A B C D 4 8 12 16 20 SE +/- 0.06, N = 3 14.62 14.74 14.69 14.55
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 B C D 0.7673 1.5346 2.3019 3.0692 3.8365 SE +/- 0.03, N = 3 3.31 3.28 3.41 3.25
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 A B C D 20 40 60 80 100 SE +/- 0.27, N = 3 85.02 85.09 84.62 84.48
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 A B C D 1.1453 2.2906 3.4359 4.5812 5.7265 SE +/- 0.01, N = 3 5.05 5.09 5.01 5.07
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 B C D 0.81 1.62 2.43 3.24 4.05 SE +/- 0.02, N = 3 3.41 3.40 3.41 3.60
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 A B C D 0.4298 0.8596 1.2894 1.7192 2.149 SE +/- 0.00, N = 3 1.90 1.89 1.74 1.91
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 A B C D 0.3803 0.7606 1.1409 1.5212 1.9015 SE +/- 0.02, N = 3 1.69 1.56 1.45 1.67
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 D 0.36 0.72 1.08 1.44 1.8 SE +/- 0.11, N = 3 1.50 1.60 1.47 1.50
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 A B C D 0.7763 1.5526 2.3289 3.1052 3.8815 SE +/- 0.01, N = 3 3.32 3.31 3.45 3.26
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 A B C D 20 40 60 80 100 SE +/- 0.23, N = 3 85.14 86.60 85.83 87.33
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 A B C D 1.1498 2.2996 3.4494 4.5992 5.749 SE +/- 0.05, N = 3 5.06 5.11 5.02 5.09
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 A B C D 0.765 1.53 2.295 3.06 3.825 SE +/- 0.02, N = 3 3.40 3.40 3.38 3.23
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 A B C D 0.4298 0.8596 1.2894 1.7192 2.149 SE +/- 0.01, N = 3 1.90 1.87 1.91 1.87
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 D 0.4118 0.8236 1.2354 1.6472 2.059 SE +/- 0.055733465, N = 3 1.730000000 1.730000000 1.732037627 1.830000000
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 D 0.333 0.666 0.999 1.332 1.665 SE +/- 0.04, N = 3 1.43 1.48 1.41 1.41
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 A B C D 0.8168 1.6336 2.4504 3.2672 4.084 SE +/- 0.01, N = 3 3.50 3.31 3.63 3.50
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 A B C D 20 40 60 80 100 SE +/- 0.81, N = 3 85.61 86.36 84.74 85.28
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 D 1.1498 2.2996 3.4494 4.5992 5.749 SE +/- 0.04, N = 3 5.06 5.01 5.11 5.10
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 A B C D 0.7814 1.5628 2.3442 3.1256 3.907 SE +/- 0.017120473, N = 3 3.370000000 3.460000000 3.472859857 3.380000000
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 A B C D 0.4568 0.9136 1.3704 1.8272 2.284 SE +/- 0.02, N = 3 2.00 2.02 1.99 2.03
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 B C D 0.4298 0.8596 1.2894 1.7192 2.149 SE +/- 0.04, N = 3 1.91 1.79 1.88 1.88
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 A B C D 0.378 0.756 1.134 1.512 1.89 SE +/- 0.05, N = 3 1.68 1.66 1.67 1.67
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 D 0.8685 1.737 2.6055 3.474 4.3425 SE +/- 0.03, N = 11 3.70 3.77 3.73 3.86
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 D 20 40 60 80 100 SE +/- 0.18, N = 11 85.35 85.51 85.26 85.20
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 B C D 1.134 2.268 3.402 4.536 5.67 SE +/- 0.01, N = 11 5.03 5.03 5.04 5.03
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 A B C D 0.8888 1.7776 2.6664 3.5552 4.444 SE +/- 0.02, N = 11 3.86 3.90 3.95 3.90
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 A B C D 0.5738 1.1476 1.7214 2.2952 2.869 SE +/- 0.02, N = 11 2.46 2.42 2.40 2.55
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 D 0.5693 1.1386 1.7079 2.2772 2.8465 SE +/- 0.02, N = 11 2.49 2.44 2.53 2.33
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 B C D 0.5018 1.0036 1.5054 2.0072 2.509 SE +/- 0.03, N = 11 1.98 2.12 1.96 2.23
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 A B C D 4 8 12 16 20 SE +/- 0.01, N = 3 16.21 16.19 16.19 16.09
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 A B C D 20 40 60 80 100 SE +/- 0.26, N = 3 85.57 84.92 85.95 85.49
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 A B C D 1.1408 2.2816 3.4224 4.5632 5.704 SE +/- 0.01, N = 3 5.07 5.06 5.01 5.03
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 A B C D 2 4 6 8 10 SE +/- 0.05, N = 3 6.84 6.78 6.70 6.92
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 A B C D 3 6 9 12 15 SE +/- 0.04, N = 3 10.23 10.45 10.59 10.21
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 A B C D 3 6 9 12 15 SE +/- 0.24, N = 3 11.90 11.70 11.98 12.19
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 A B C D 3 6 9 12 15 SE +/- 0.09, N = 3 11.77 11.14 12.00 11.20
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 A B C D 4 8 12 16 20 SE +/- 0.07, N = 3 15.86 16.60 15.94 15.68
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 D 20 40 60 80 100 SE +/- 0.32, N = 3 85.61 86.11 85.93 84.90
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 A B C D 1.1453 2.2906 3.4359 4.5812 5.7265 SE +/- 0.01, N = 3 5.05 5.09 5.05 5.06
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 A B C D 2 4 6 8 10 SE +/- 0.02, N = 3 6.40 6.39 6.51 6.50
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 D 3 6 9 12 15 SE +/- 0.10, N = 3 10.01 9.92 10.22 10.02
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 D 3 6 9 12 15 SE +/- 0.08, N = 3 11.29 11.22 11.45 11.72
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 D 3 6 9 12 15 SE +/- 0.17, N = 3 10.73 10.99 11.34 11.17
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 A B C D 7 14 21 28 35 SE +/- 0.27, N = 3 30.56 30.42 31.69 30.35
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 B C D 20 40 60 80 100 SE +/- 0.06, N = 3 85.18 85.55 85.80 85.75
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 A B C D 1.1408 2.2816 3.4224 4.5632 5.704 SE +/- 0.01, N = 3 5.06 5.07 5.00 5.07
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 D 3 6 9 12 15 SE +/- 0.11, N = 3 10.50 10.19 10.13 10.56
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 A B C D 5 10 15 20 25 SE +/- 0.05, N = 3 20.61 20.77 20.87 20.72
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 A B C D 6 12 18 24 30 SE +/- 0.43, N = 3 23.41 23.79 24.11 23.04
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 A B C D 6 12 18 24 30 SE +/- 0.13, N = 3 22.50 23.60 22.88 23.00
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 B C D 7 14 21 28 35 SE +/- 0.06, N = 3 29.76 29.75 29.79 29.47
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 A B C D 20 40 60 80 100 SE +/- 0.15, N = 3 85.63 84.91 87.04 85.91
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 A B C D 1.1475 2.295 3.4425 4.59 5.7375 SE +/- 0.01, N = 3 5.06 5.10 5.06 5.08
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 B C D 3 6 9 12 15 SE +/- 0.08, N = 3 9.71 9.83 9.75 9.67
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 B C D 5 10 15 20 25 SE +/- 0.04, N = 3 20.00 19.75 19.44 20.18
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 A B C D 5 10 15 20 25 SE +/- 0.14, N = 3 22.57 22.14 21.40 22.29
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 A B C D 5 10 15 20 25 SE +/- 0.20, N = 3 21.69 21.68 21.22 21.67
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 D 14 28 42 56 70 SE +/- 0.76, N = 3 60.77 61.57 59.39 59.42
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 D 20 40 60 80 100 SE +/- 0.98, N = 3 86.18 85.78 85.10 85.36
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 D 1.1475 2.295 3.4425 4.59 5.7375 SE +/- 0.03, N = 3 5.05 5.10 5.02 5.08
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 A B C D 7 14 21 28 35 SE +/- 0.11, N = 3 30.24 30.29 30.38 30.77
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 A B C D 9 18 27 36 45 SE +/- 0.12, N = 3 41.09 40.89 40.57 40.93
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 A B C D 10 20 30 40 50 SE +/- 0.21, N = 3 45.17 46.00 44.64 45.77
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 B C D 10 20 30 40 50 SE +/- 0.23, N = 3 44.44 44.53 45.16 45.68
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 B C D 13 26 39 52 65 SE +/- 0.57, N = 9 58.20 56.46 56.37 59.74
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 A B C D 20 40 60 80 100 SE +/- 0.16, N = 9 85.56 85.76 85.05 85.39
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 D 1.1498 2.2996 3.4494 4.5992 5.749 SE +/- 0.02, N = 9 5.06 5.10 5.11 4.99
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 A B C D 7 14 21 28 35 SE +/- 0.05, N = 9 28.57 28.64 28.51 28.71
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 B C D 9 18 27 36 45 SE +/- 0.17, N = 9 39.84 39.71 40.07 39.65
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 D 10 20 30 40 50 SE +/- 0.22, N = 9 43.66 43.45 44.39 43.96
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 A B C D 10 20 30 40 50 SE +/- 0.11, N = 9 43.30 43.58 43.61 42.28
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 B C D 4 8 12 16 20 SE +/- 0.02, N = 3 15.90 16.17 16.91 15.96
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 D 20 40 60 80 100 SE +/- 0.38, N = 3 85.91 86.03 86.15 84.90
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 D 1.1453 2.2906 3.4359 4.5812 5.7265 SE +/- 0.01, N = 3 5.05 5.09 5.02 5.09
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 B C D 2 4 6 8 10 SE +/- 0.03, N = 3 6.86 6.75 6.60 6.93
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 B C D 3 6 9 12 15 SE +/- 0.08, N = 3 10.28 10.14 10.05 10.31
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 B C D 3 6 9 12 15 SE +/- 0.30, N = 3 11.37 11.14 11.26 11.89
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 A B C D 3 6 9 12 15 SE +/- 0.04, N = 3 10.99 11.15 11.16 11.12
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 B C D 4 8 12 16 20 SE +/- 0.06, N = 3 16.34 16.24 16.51 16.25
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 A B C D 20 40 60 80 100 SE +/- 0.24, N = 3 85.20 85.78 85.30 85.99
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 B C D 1.1363 2.2726 3.4089 4.5452 5.6815 SE +/- 0.02, N = 3 5.03 5.05 5.02 5.03
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 D 2 4 6 8 10 SE +/- 0.08, N = 3 7.29 7.06 7.27 7.38
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 D 3 6 9 12 15 SE +/- 0.08, N = 3 10.48 10.48 10.35 10.72
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 D 3 6 9 12 15 SE +/- 0.04, N = 3 11.89 12.19 11.73 12.28
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 A B C D 3 6 9 12 15 SE +/- 0.03, N = 3 11.12 11.90 10.98 11.36
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 A B C D 7 14 21 28 35 SE +/- 0.25, N = 9 29.77 30.53 29.37 29.34
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 A B C D 20 40 60 80 100 SE +/- 0.17, N = 9 85.50 85.44 84.98 85.85
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 A B C D 1.1813 2.3626 3.5439 4.7252 5.9065 SE +/- 0.02, N = 9 5.05 5.25 5.05 5.06
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 A B C D 3 6 9 12 15 SE +/- 0.05, N = 9 10.16 10.00 10.27 10.03
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 A B C D 5 10 15 20 25 SE +/- 0.04, N = 9 19.54 19.66 19.45 19.53
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 A B C D 5 10 15 20 25 SE +/- 0.14, N = 9 21.77 21.10 21.10 22.27
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 A B C D 5 10 15 20 25 SE +/- 0.13, N = 9 21.32 20.43 20.80 22.01
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 A B C D 7 14 21 28 35 SE +/- 0.24, N = 12 30.41 31.20 30.41 31.17
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 D 20 40 60 80 100 SE +/- 0.19, N = 12 85.77 85.66 85.24 85.20
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 D 1.152 2.304 3.456 4.608 5.76 SE +/- 0.02, N = 12 5.07 5.07 5.03 5.12
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 A B C D 3 6 9 12 15 SE +/- 0.04, N = 12 10.32 10.25 10.47 10.06
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 D 5 10 15 20 25 SE +/- 0.08, N = 12 20.14 19.87 20.93 20.75
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 B C D 6 12 18 24 30 SE +/- 0.15, N = 12 22.80 22.01 23.56 23.28
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 D 5 10 15 20 25 SE +/- 0.15, N = 12 21.88 22.12 22.81 21.67
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 A B C D 13 26 39 52 65 SE +/- 0.48, N = 9 58.38 57.04 56.39 56.97
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 A B C D 20 40 60 80 100 SE +/- 0.14, N = 9 85.50 86.31 85.76 85.36
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 A B C D 1.1385 2.277 3.4155 4.554 5.6925 SE +/- 0.01, N = 9 5.06 5.05 5.04 5.00
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 B C D 6 12 18 24 30 SE +/- 0.07, N = 9 26.79 27.01 26.70 26.81
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 B C D 9 18 27 36 45 SE +/- 0.15, N = 9 38.82 38.23 38.19 38.16
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 D 10 20 30 40 50 SE +/- 0.38, N = 9 43.73 42.53 45.90 44.44
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 A B C D 10 20 30 40 50 SE +/- 0.16, N = 9 42.82 42.52 43.38 42.85
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 D 14 28 42 56 70 SE +/- 0.37, N = 3 60.61 59.11 57.65 58.06
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 A B C D 20 40 60 80 100 SE +/- 0.13, N = 3 85.08 85.77 86.41 84.89
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 B C D 1.1453 2.2906 3.4359 4.5812 5.7265 SE +/- 0.03, N = 3 5.06 5.01 5.09 5.04
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 A B C D 6 12 18 24 30 SE +/- 0.18, N = 3 22.85 22.77 22.55 23.14
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 A B C D 9 18 27 36 45 SE +/- 0.30, N = 3 39.39 39.03 39.06 39.15
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 B C D 10 20 30 40 50 SE +/- 0.17, N = 3 44.38 45.44 43.73 43.57
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 A B C D 10 20 30 40 50 SE +/- 0.38, N = 3 43.67 43.40 43.57 43.45
ASTC Encoder Preset: Fast OpenBenchmarking.org MT/s, More Is Better ASTC Encoder 4.0 Preset: Fast A B C D 60 120 180 240 300 SE +/- 0.55, N = 3 285.18 284.77 286.21 284.20 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 B C D 20 40 60 80 100 SE +/- 0.03, N = 3 98.43 98.52 98.65 98.58 1. (CXX) g++ options: -O3 -flto -pthread
ASTC Encoder Preset: Thorough OpenBenchmarking.org MT/s, More Is Better ASTC Encoder 4.0 Preset: Thorough A B C D 3 6 9 12 15 SE +/- 0.02, N = 3 12.10 12.11 12.15 12.15 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 D 0.2888 0.5776 0.8664 1.1552 1.444 SE +/- 0.0020, N = 3 1.2751 1.2782 1.2837 1.2826 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 A B C D 4 8 12 16 20 SE +/- 0.14, N = 12 17.49 17.70 17.58 17.64 1. Inkscape 1.1.2 (0a00cf5339, 2022-02-04)
AI Benchmark Alpha Device Inference Score OpenBenchmarking.org Score, More Is Better AI Benchmark Alpha 0.1.2 Device Inference Score A B C D 300 600 900 1200 1500 1412 1377 1361 1383
AI Benchmark Alpha Device Training Score OpenBenchmarking.org Score, More Is Better AI Benchmark Alpha 0.1.2 Device Training Score A B C D 200 400 600 800 1000 1140 1128 1126 1134
AI Benchmark Alpha Device AI Score OpenBenchmarking.org Score, More Is Better AI Benchmark Alpha 0.1.2 Device AI Score A B C D 500 1000 1500 2000 2500 2552 2505 2487 2517
Phoronix Test Suite v10.8.5