amazon testing on Amazon Linux 2 via the Phoronix Test Suite.
r7iz.4xlarge Processor: Intel Xeon Gold 6455B (8 Cores / 16 Threads), Motherboard: Amazon EC2 r7iz.4xlarge (1.0 BIOS), Chipset: Intel 440FX 82441FX PMC, Memory: 1 x 128 GB 4800MT/s, Disk: 86GB Amazon Elastic Block Store, Network: Amazon Elastic
OS: Amazon Linux 2, Kernel: 5.10.186-179.751.amzn2.x86_64 (x86_64), Compiler: GCC 10.4.1 20221124, File-System: xfs, System Layer: amazon
Kernel Notes: Transparent Huge Pages: madviseCompiler Notes: --build=x86_64-redhat-linux --disable-libunwind-exceptions --enable-__cxa_atexit --enable-bootstrap --enable-checking=release --enable-gnu-indirect-function --enable-gnu-unique-object --enable-initfini-array --enable-languages=c,c++,fortran,lto --enable-multilib --enable-plugin --enable-shared --enable-threads=posix --mandir=/usr/share/man --program-prefix=gcc10- --with-arch_32=x86-64 --with-as=/usr/bin/gcc10-as --with-gcc-major-version-only --with-isl --with-ld=/usr/bin/gcc10-ld --with-linker-hash-style=gnuProcessor Notes: CPU Microcode: 0x2b000461Security Notes: gather_data_sampling: Not affected + itlb_multihit: Not affected + l1tf: Not affected + mds: Not affected + meltdown: Not affected + mmio_stale_data: Not affected + retbleed: Not affected + spec_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 Enhanced IBRS IBPB: conditional RSB filling + srbds: Not affected + tsx_async_abort: Not affected
Apache Spark This is a benchmark of Apache Spark with its PySpark interface. Apache Spark is an open-source unified analytics engine for large-scale data processing and dealing with big data. This test profile benchmars the Apache Spark in a single-system configuration using spark-submit. The test makes use of DIYBigData's pyspark-benchmark (https://github.com/DIYBigData/pyspark-benchmark/) for generating of test data and various Apache Spark operations. Learn more via the OpenBenchmarking.org test page.
OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark 3.3 Row Count: 40000000 - Partitions: 2000 - Broadcast Inner Join Test Time r7iz.4xlarge 7 14 21 28 35 SE +/- 0.09, N = 3 27.68
OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark 3.3 Row Count: 40000000 - Partitions: 2000 - Calculate Pi Benchmark Using Dataframe r7iz.4xlarge 3 6 9 12 15 SE +/- 0.18, N = 3 11.51
OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark 3.3 Row Count: 40000000 - Partitions: 1000 - Calculate Pi Benchmark Using Dataframe r7iz.4xlarge 3 6 9 12 15 SE +/- 0.34, N = 3 12.54
OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark 3.3 Row Count: 20000000 - Partitions: 1000 - Calculate Pi Benchmark Using Dataframe r7iz.4xlarge 3 6 9 12 15 SE +/- 0.34, N = 3 12.63
OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark 3.3 Row Count: 10000000 - Partitions: 2000 - Calculate Pi Benchmark Using Dataframe r7iz.4xlarge 3 6 9 12 15 SE +/- 0.03, N = 3 11.84
OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark 3.3 Row Count: 10000000 - Partitions: 1000 - Calculate Pi Benchmark Using Dataframe r7iz.4xlarge 3 6 9 12 15 SE +/- 0.29, N = 3 12.24
OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark 3.3 Row Count: 40000000 - Partitions: 100 - Calculate Pi Benchmark Using Dataframe r7iz.4xlarge 3 6 9 12 15 SE +/- 0.27, N = 3 12.23
OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark 3.3 Row Count: 20000000 - Partitions: 100 - Calculate Pi Benchmark Using Dataframe r7iz.4xlarge 3 6 9 12 15 SE +/- 0.15, N = 9 12.18
OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark 3.3 Row Count: 10000000 - Partitions: 100 - Calculate Pi Benchmark Using Dataframe r7iz.4xlarge 3 6 9 12 15 SE +/- 0.14, N = 3 11.64
OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark 3.3 Row Count: 1000000 - Partitions: 2000 - Broadcast Inner Join Test Time r7iz.4xlarge 0.4005 0.801 1.2015 1.602 2.0025 SE +/- 0.04, N = 3 1.78
OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark 3.3 Row Count: 1000000 - Partitions: 2000 - Inner Join Test Time r7iz.4xlarge 0.5108 1.0216 1.5324 2.0432 2.554 SE +/- 0.01, N = 3 2.27
OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark 3.3 Row Count: 1000000 - Partitions: 2000 - Repartition Test Time r7iz.4xlarge 0.3848 0.7696 1.1544 1.5392 1.924 SE +/- 0.03, N = 3 1.71
OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark 3.3 Row Count: 1000000 - Partitions: 2000 - Calculate Pi Benchmark Using Dataframe r7iz.4xlarge 3 6 9 12 15 SE +/- 0.41, N = 3 12.78
OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark 3.3 Row Count: 1000000 - Partitions: 2000 - SHA-512 Benchmark Time r7iz.4xlarge 0.774 1.548 2.322 3.096 3.87 SE +/- 0.01, N = 3 3.44
OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark 3.3 Row Count: 1000000 - Partitions: 1000 - Broadcast Inner Join Test Time r7iz.4xlarge 0.306 0.612 0.918 1.224 1.53 SE +/- 0.02, N = 3 1.36
OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark 3.3 Row Count: 1000000 - Partitions: 1000 - Inner Join Test Time r7iz.4xlarge 0.3825 0.765 1.1475 1.53 1.9125 SE +/- 0.02, N = 3 1.70
OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark 3.3 Row Count: 1000000 - Partitions: 1000 - Group By Test Time r7iz.4xlarge 0.8505 1.701 2.5515 3.402 4.2525 SE +/- 0.07, N = 3 3.78
OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark 3.3 Row Count: 1000000 - Partitions: 1000 - Calculate Pi Benchmark Using Dataframe r7iz.4xlarge 3 6 9 12 15 SE +/- 0.20, N = 3 11.95
OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark 3.3 Row Count: 1000000 - Partitions: 1000 - SHA-512 Benchmark Time r7iz.4xlarge 0.7155 1.431 2.1465 2.862 3.5775 SE +/- 0.02, N = 3 3.18
OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark 3.3 Row Count: 1000000 - Partitions: 500 - Broadcast Inner Join Test Time r7iz.4xlarge 0.2588 0.5176 0.7764 1.0352 1.294 SE +/- 0.02, N = 3 1.15
OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark 3.3 Row Count: 1000000 - Partitions: 500 - Inner Join Test Time r7iz.4xlarge 0.3375 0.675 1.0125 1.35 1.6875 SE +/- 0.00, N = 3 1.50
OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark 3.3 Row Count: 1000000 - Partitions: 500 - Repartition Test Time r7iz.4xlarge 0.3083 0.6166 0.9249 1.2332 1.5415 SE +/- 0.00, N = 3 1.37
OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark 3.3 Row Count: 1000000 - Partitions: 500 - Group By Test Time r7iz.4xlarge 0.8033 1.6066 2.4099 3.2132 4.0165 SE +/- 0.02, N = 3 3.57
OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark 3.3 Row Count: 1000000 - Partitions: 500 - SHA-512 Benchmark Time r7iz.4xlarge 0.6795 1.359 2.0385 2.718 3.3975 SE +/- 0.03, N = 3 3.02
OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark 3.3 Row Count: 1000000 - Partitions: 100 - Broadcast Inner Join Test Time r7iz.4xlarge 0.2318 0.4636 0.6954 0.9272 1.159 SE +/- 0.03, N = 3 1.03
OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark 3.3 Row Count: 1000000 - Partitions: 100 - Inner Join Test Time r7iz.4xlarge 0.3173 0.6346 0.9519 1.2692 1.5865 SE +/- 0.02, N = 3 1.41
OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark 3.3 Row Count: 1000000 - Partitions: 100 - SHA-512 Benchmark Time r7iz.4xlarge 0.6615 1.323 1.9845 2.646 3.3075 SE +/- 0.03, N = 3 2.94
libxsmm Libxsmm is an open-source library for specialized dense and sparse matrix operations and deep learning primitives. Libxsmm supports making use of Intel AMX, AVX-512, and other modern CPU instruction set capabilities. Learn more via the OpenBenchmarking.org test page.
OpenBenchmarking.org GFLOPS/s, More Is Better libxsmm 2-1.17-3645 M N K: 64 r7iz.4xlarge 80 160 240 320 400 SE +/- 3.03, N = 3 372.6 1. (CXX) g++ options: -dynamic -Bstatic -static-libgcc -l:libgomp.so.1 -lm -lrt -ldl -lstdc++ -pthread -fPIC -std=c++14 -pedantic -O2 -fopenmp -fopenmp-simd -funroll-loops -ftree-vectorize -fdata-sections -ffunction-sections -fvisibility=hidden -march=core-avx2
OpenBenchmarking.org GFLOPS/s, More Is Better libxsmm 2-1.17-3645 M N K: 32 r7iz.4xlarge 50 100 150 200 250 SE +/- 0.12, N = 3 247.0 1. (CXX) g++ options: -dynamic -Bstatic -static-libgcc -l:libgomp.so.1 -lm -lrt -ldl -lstdc++ -pthread -fPIC -std=c++14 -pedantic -O2 -fopenmp -fopenmp-simd -funroll-loops -ftree-vectorize -fdata-sections -ffunction-sections -fvisibility=hidden -march=core-avx2
OpenBenchmarking.org GFLOPS/s, More Is Better libxsmm 2-1.17-3645 M N K: 256 r7iz.4xlarge 100 200 300 400 500 SE +/- 2.71, N = 3 447.5 1. (CXX) g++ options: -dynamic -Bstatic -static-libgcc -l:libgomp.so.1 -lm -lrt -ldl -lstdc++ -pthread -fPIC -std=c++14 -pedantic -O2 -fopenmp -fopenmp-simd -funroll-loops -ftree-vectorize -fdata-sections -ffunction-sections -fvisibility=hidden -march=core-avx2
OpenBenchmarking.org GFLOPS/s, More Is Better libxsmm 2-1.17-3645 M N K: 128 r7iz.4xlarge 120 240 360 480 600 SE +/- 0.21, N = 3 542.5 1. (CXX) g++ options: -dynamic -Bstatic -static-libgcc -l:libgomp.so.1 -lm -lrt -ldl -lstdc++ -pthread -fPIC -std=c++14 -pedantic -O2 -fopenmp -fopenmp-simd -funroll-loops -ftree-vectorize -fdata-sections -ffunction-sections -fvisibility=hidden -march=core-avx2
OpenBenchmarking.org ms, Fewer Is Better NCNN 20230517 Target: Vulkan GPU - Model: FastestDet r7iz.4xlarge 0.6188 1.2376 1.8564 2.4752 3.094 SE +/- 0.02, N = 2 2.75 MIN: 2.64 / MAX: 6.33 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread
OpenBenchmarking.org ms, Fewer Is Better NCNN 20230517 Target: Vulkan GPU - Model: vision_transformer r7iz.4xlarge 15 30 45 60 75 SE +/- 0.21, N = 3 65.04 MIN: 61.57 / MAX: 94.38 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread
OpenBenchmarking.org ms, Fewer Is Better NCNN 20230517 Target: Vulkan GPU - Model: regnety_400m r7iz.4xlarge 2 4 6 8 10 SE +/- 0.03, N = 3 6.07 MIN: 5.9 / MAX: 9.95 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread
OpenBenchmarking.org ms, Fewer Is Better NCNN 20230517 Target: Vulkan GPU - Model: squeezenet_ssd r7iz.4xlarge 1.3028 2.6056 3.9084 5.2112 6.514 SE +/- 0.12, N = 3 5.79 MIN: 5.53 / MAX: 10.91 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread
OpenBenchmarking.org ms, Fewer Is Better NCNN 20230517 Target: Vulkan GPU - Model: yolov4-tiny r7iz.4xlarge 4 8 12 16 20 SE +/- 0.16, N = 3 13.88 MIN: 13 / MAX: 20.72 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread
OpenBenchmarking.org ms, Fewer Is Better NCNN 20230517 Target: Vulkan GPU - Model: resnet50 r7iz.4xlarge 2 4 6 8 10 SE +/- 0.26, N = 3 8.94 MIN: 8.05 / MAX: 15.1 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread
OpenBenchmarking.org ms, Fewer Is Better NCNN 20230517 Target: Vulkan GPU - Model: vgg16 r7iz.4xlarge 5 10 15 20 25 SE +/- 0.17, N = 3 19.70 MIN: 18.82 / MAX: 26.38 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread
OpenBenchmarking.org ms, Fewer Is Better NCNN 20230517 Target: Vulkan GPU - Model: googlenet r7iz.4xlarge 2 4 6 8 10 SE +/- 0.08, N = 3 6.29 MIN: 5.88 / MAX: 11.83 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread
OpenBenchmarking.org ms, Fewer Is Better NCNN 20230517 Target: Vulkan GPU - Model: blazeface r7iz.4xlarge 0.1823 0.3646 0.5469 0.7292 0.9115 SE +/- 0.01, N = 3 0.81 MIN: 0.78 / MAX: 0.94 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread
OpenBenchmarking.org ms, Fewer Is Better NCNN 20230517 Target: Vulkan GPU - Model: efficientnet-b0 r7iz.4xlarge 0.6953 1.3906 2.0859 2.7812 3.4765 SE +/- 0.01, N = 3 3.09 MIN: 2.96 / MAX: 6.85 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread
OpenBenchmarking.org ms, Fewer Is Better NCNN 20230517 Target: Vulkan GPU - Model: mnasnet r7iz.4xlarge 0.495 0.99 1.485 1.98 2.475 SE +/- 0.01, N = 2 2.20 MIN: 2.12 / MAX: 2.76 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread
OpenBenchmarking.org ms, Fewer Is Better NCNN 20230517 Target: Vulkan GPU - Model: shufflenet-v2 r7iz.4xlarge 0.4995 0.999 1.4985 1.998 2.4975 SE +/- 0.01, N = 3 2.22 MIN: 2.13 / MAX: 5.88 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread
OpenBenchmarking.org ms, Fewer Is Better NCNN 20230517 Target: Vulkan GPU-v3-v3 - Model: mobilenet-v3 r7iz.4xlarge 0.5153 1.0306 1.5459 2.0612 2.5765 SE +/- 0.01, N = 3 2.29 MIN: 2.19 / MAX: 5.95 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread
OpenBenchmarking.org ms, Fewer Is Better NCNN 20230517 Target: Vulkan GPU-v2-v2 - Model: mobilenet-v2 r7iz.4xlarge 0.5445 1.089 1.6335 2.178 2.7225 SE +/- 0.03, N = 3 2.42 MIN: 2.31 / MAX: 5.99 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread
OpenBenchmarking.org ms, Fewer Is Better NCNN 20230517 Target: Vulkan GPU - Model: mobilenet r7iz.4xlarge 2 4 6 8 10 SE +/- 0.03, N = 3 8.04 MIN: 7.81 / MAX: 12.35 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread
OpenBenchmarking.org ms, Fewer Is Better NCNN 20230517 Target: CPU - Model: mnasnet r7iz.4xlarge 0.5085 1.017 1.5255 2.034 2.5425 SE +/- 0.00, N = 5 2.26 MIN: 2.16 / MAX: 6 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread
OpenBenchmarking.org ms, Fewer Is Better NCNN 20230517 Target: CPU - Model: FastestDet r7iz.4xlarge 0.6345 1.269 1.9035 2.538 3.1725 SE +/- 0.06, N = 8 2.82 MIN: 2.57 / MAX: 6.67 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread
OpenBenchmarking.org ms, Fewer Is Better NCNN 20230517 Target: CPU - Model: vision_transformer r7iz.4xlarge 14 28 42 56 70 SE +/- 0.24, N = 8 64.59 MIN: 61.22 / MAX: 106.25 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread
OpenBenchmarking.org ms, Fewer Is Better NCNN 20230517 Target: CPU - Model: regnety_400m r7iz.4xlarge 2 4 6 8 10 SE +/- 0.03, N = 8 6.17 MIN: 5.97 / MAX: 12.73 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread
OpenBenchmarking.org ms, Fewer Is Better NCNN 20230517 Target: CPU - Model: resnet50 r7iz.4xlarge 2 4 6 8 10 SE +/- 0.09, N = 8 8.68 MIN: 8.07 / MAX: 15.55 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread
OpenBenchmarking.org ms, Fewer Is Better NCNN 20230517 Target: CPU - Model: alexnet r7iz.4xlarge 0.7043 1.4086 2.1129 2.8172 3.5215 SE +/- 0.02, N = 7 3.13 MIN: 2.95 / MAX: 7.74 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread
OpenBenchmarking.org ms, Fewer Is Better NCNN 20230517 Target: CPU - Model: vgg16 r7iz.4xlarge 5 10 15 20 25 SE +/- 0.23, N = 8 19.98 MIN: 18.91 / MAX: 26.88 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread
OpenBenchmarking.org ms, Fewer Is Better NCNN 20230517 Target: CPU - Model: blazeface r7iz.4xlarge 0.1845 0.369 0.5535 0.738 0.9225 SE +/- 0.00, N = 8 0.82 MIN: 0.79 / MAX: 4.45 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread
OpenBenchmarking.org ms, Fewer Is Better NCNN 20230517 Target: CPU - Model: efficientnet-b0 r7iz.4xlarge 0.7043 1.4086 2.1129 2.8172 3.5215 SE +/- 0.01, N = 8 3.13 MIN: 3 / MAX: 7.09 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread
OpenBenchmarking.org ms, Fewer Is Better NCNN 20230517 Target: CPU - Model: shufflenet-v2 r7iz.4xlarge 0.5063 1.0126 1.5189 2.0252 2.5315 SE +/- 0.01, N = 8 2.25 MIN: 2.15 / MAX: 5.89 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread
OpenBenchmarking.org ms, Fewer Is Better NCNN 20230517 Target: CPU-v3-v3 - Model: mobilenet-v3 r7iz.4xlarge 0.522 1.044 1.566 2.088 2.61 SE +/- 0.01, N = 8 2.32 MIN: 2.22 / MAX: 7.61 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread
OpenBenchmarking.org ms, Fewer Is Better NCNN 20230517 Target: CPU-v2-v2 - Model: mobilenet-v2 r7iz.4xlarge 0.5535 1.107 1.6605 2.214 2.7675 SE +/- 0.01, N = 8 2.46 MIN: 2.35 / MAX: 6.29 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread
OpenBenchmarking.org ms, Fewer Is Better NCNN 20230517 Target: CPU - Model: mobilenet r7iz.4xlarge 2 4 6 8 10 SE +/- 0.07, N = 8 8.18 MIN: 7.81 / MAX: 13.07 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread
VVenC VVenC is the Fraunhofer Versatile Video Encoder as a fast/efficient H.266/VVC encoder. The vvenc encoder makes use of SIMD Everywhere (SIMDe). The vvenc software is published under the Clear BSD License. Learn more via the OpenBenchmarking.org test page.
OpenBenchmarking.org Frames Per Second, More Is Better VVenC 1.9 Video Input: Bosphorus 1080p - Video Preset: Faster r7iz.4xlarge 7 14 21 28 35 SE +/- 0.04, N = 3 30.11 1. (CXX) g++ options: -O3 -flto=auto -fno-fat-lto-objects -lpthread
OpenBenchmarking.org Frames Per Second, More Is Better VVenC 1.9 Video Input: Bosphorus 1080p - Video Preset: Fast r7iz.4xlarge 3 6 9 12 15 SE +/- 0.03, N = 3 13.61 1. (CXX) g++ options: -O3 -flto=auto -fno-fat-lto-objects -lpthread
OpenBenchmarking.org Frames Per Second, More Is Better VVenC 1.9 Video Input: Bosphorus 4K - Video Preset: Faster r7iz.4xlarge 3 6 9 12 15 SE +/- 0.010, N = 3 9.248 1. (CXX) g++ options: -O3 -flto=auto -fno-fat-lto-objects -lpthread
OpenBenchmarking.org Frames Per Second, More Is Better VVenC 1.9 Video Input: Bosphorus 4K - Video Preset: Fast r7iz.4xlarge 0.9761 1.9522 2.9283 3.9044 4.8805 SE +/- 0.005, N = 3 4.338 1. (CXX) g++ options: -O3 -flto=auto -fno-fat-lto-objects -lpthread
OpenBenchmarking.org Ops/sec, More Is Better Redis 7.0.12 + memtier_benchmark 2.0 Protocol: Redis - Clients: 500 - Set To Get Ratio: 10:1 r7iz.4xlarge 500K 1000K 1500K 2000K 2500K SE +/- 13861.62, N = 3 2377904.81 1. (CXX) g++ options: -O2 -levent_openssl -levent -lssl -lcrypto -lpthread -lz -lpcre
OpenBenchmarking.org Ops/sec, More Is Better Redis 7.0.12 + memtier_benchmark 2.0 Protocol: Redis - Clients: 100 - Set To Get Ratio: 1:10 r7iz.4xlarge 600K 1200K 1800K 2400K 3000K SE +/- 32773.55, N = 3 2769214.42 1. (CXX) g++ options: -O2 -levent_openssl -levent -lssl -lcrypto -lpthread -lz -lpcre
OpenBenchmarking.org Ops/sec, More Is Better Redis 7.0.12 + memtier_benchmark 2.0 Protocol: Redis - Clients: 100 - Set To Get Ratio: 10:1 r7iz.4xlarge 500K 1000K 1500K 2000K 2500K SE +/- 8558.69, N = 3 2397346.06 1. (CXX) g++ options: -O2 -levent_openssl -levent -lssl -lcrypto -lpthread -lz -lpcre
OpenBenchmarking.org Ops/sec, More Is Better Redis 7.0.12 + memtier_benchmark 2.0 Protocol: Redis - Clients: 500 - Set To Get Ratio: 5:1 r7iz.4xlarge 500K 1000K 1500K 2000K 2500K SE +/- 840.99, N = 3 2301196.12 1. (CXX) g++ options: -O2 -levent_openssl -levent -lssl -lcrypto -lpthread -lz -lpcre
OpenBenchmarking.org Ops/sec, More Is Better Redis 7.0.12 + memtier_benchmark 2.0 Protocol: Redis - Clients: 500 - Set To Get Ratio: 1:5 r7iz.4xlarge 600K 1200K 1800K 2400K 3000K SE +/- 10861.52, N = 3 2601293.82 1. (CXX) g++ options: -O2 -levent_openssl -levent -lssl -lcrypto -lpthread -lz -lpcre
OpenBenchmarking.org Ops/sec, More Is Better Redis 7.0.12 + memtier_benchmark 2.0 Protocol: Redis - Clients: 500 - Set To Get Ratio: 1:1 r7iz.4xlarge 500K 1000K 1500K 2000K 2500K SE +/- 29522.75, N = 3 2479211.72 1. (CXX) g++ options: -O2 -levent_openssl -levent -lssl -lcrypto -lpthread -lz -lpcre
OpenBenchmarking.org Ops/sec, More Is Better Redis 7.0.12 + memtier_benchmark 2.0 Protocol: Redis - Clients: 50 - Set To Get Ratio: 1:10 r7iz.4xlarge 600K 1200K 1800K 2400K 3000K SE +/- 1677.07, N = 3 2805926.48 1. (CXX) g++ options: -O2 -levent_openssl -levent -lssl -lcrypto -lpthread -lz -lpcre
OpenBenchmarking.org Ops/sec, More Is Better Redis 7.0.12 + memtier_benchmark 2.0 Protocol: Redis - Clients: 50 - Set To Get Ratio: 10:1 r7iz.4xlarge 500K 1000K 1500K 2000K 2500K SE +/- 7136.13, N = 3 2445180.56 1. (CXX) g++ options: -O2 -levent_openssl -levent -lssl -lcrypto -lpthread -lz -lpcre
OpenBenchmarking.org Ops/sec, More Is Better Redis 7.0.12 + memtier_benchmark 2.0 Protocol: Redis - Clients: 100 - Set To Get Ratio: 5:1 r7iz.4xlarge 500K 1000K 1500K 2000K 2500K SE +/- 9062.40, N = 3 2479007.66 1. (CXX) g++ options: -O2 -levent_openssl -levent -lssl -lcrypto -lpthread -lz -lpcre
OpenBenchmarking.org Ops/sec, More Is Better Redis 7.0.12 + memtier_benchmark 2.0 Protocol: Redis - Clients: 100 - Set To Get Ratio: 1:5 r7iz.4xlarge 600K 1200K 1800K 2400K 3000K SE +/- 16363.16, N = 3 2736936.78 1. (CXX) g++ options: -O2 -levent_openssl -levent -lssl -lcrypto -lpthread -lz -lpcre
OpenBenchmarking.org Ops/sec, More Is Better Redis 7.0.12 + memtier_benchmark 2.0 Protocol: Redis - Clients: 100 - Set To Get Ratio: 1:1 r7iz.4xlarge 600K 1200K 1800K 2400K 3000K SE +/- 2486.22, N = 3 2598372.87 1. (CXX) g++ options: -O2 -levent_openssl -levent -lssl -lcrypto -lpthread -lz -lpcre
OpenBenchmarking.org Ops/sec, More Is Better Redis 7.0.12 + memtier_benchmark 2.0 Protocol: Redis - Clients: 50 - Set To Get Ratio: 5:1 r7iz.4xlarge 500K 1000K 1500K 2000K 2500K SE +/- 7795.11, N = 3 2515318.79 1. (CXX) g++ options: -O2 -levent_openssl -levent -lssl -lcrypto -lpthread -lz -lpcre
OpenBenchmarking.org Ops/sec, More Is Better Redis 7.0.12 + memtier_benchmark 2.0 Protocol: Redis - Clients: 50 - Set To Get Ratio: 1:5 r7iz.4xlarge 600K 1200K 1800K 2400K 3000K SE +/- 7568.76, N = 3 2845380.04 1. (CXX) g++ options: -O2 -levent_openssl -levent -lssl -lcrypto -lpthread -lz -lpcre
OpenBenchmarking.org Ops/sec, More Is Better Redis 7.0.12 + memtier_benchmark 2.0 Protocol: Redis - Clients: 50 - Set To Get Ratio: 1:1 r7iz.4xlarge 600K 1200K 1800K 2400K 3000K SE +/- 18457.67, N = 3 2744345.87 1. (CXX) g++ options: -O2 -levent_openssl -levent -lssl -lcrypto -lpthread -lz -lpcre
nginx This is a benchmark of the lightweight Nginx HTTP(S) web-server. This Nginx web server benchmark test profile makes use of the wrk program for facilitating the HTTP requests over a fixed period time with a configurable number of concurrent clients/connections. HTTPS with a self-signed OpenSSL certificate is used by this test for local benchmarking. Learn more via the OpenBenchmarking.org test page.
OpenBenchmarking.org Requests Per Second, More Is Better nginx 1.23.2 Connections: 4000 r7iz.4xlarge 20K 40K 60K 80K 100K SE +/- 212.42, N = 3 85555.51 1. (CC) gcc options: -lluajit-5.1 -lm -lssl -lcrypto -lpthread -ldl -std=c99 -O2
OpenBenchmarking.org Requests Per Second, More Is Better nginx 1.23.2 Connections: 1000 r7iz.4xlarge 20K 40K 60K 80K 100K SE +/- 247.42, N = 3 100508.87 1. (CC) gcc options: -lluajit-5.1 -lm -lssl -lcrypto -lpthread -ldl -std=c99 -O2
OpenBenchmarking.org Requests Per Second, More Is Better nginx 1.23.2 Connections: 500 r7iz.4xlarge 20K 40K 60K 80K 100K SE +/- 109.28, N = 3 106642.12 1. (CC) gcc options: -lluajit-5.1 -lm -lssl -lcrypto -lpthread -ldl -std=c99 -O2
OpenBenchmarking.org Requests Per Second, More Is Better nginx 1.23.2 Connections: 200 r7iz.4xlarge 20K 40K 60K 80K 100K SE +/- 66.67, N = 3 110863.46 1. (CC) gcc options: -lluajit-5.1 -lm -lssl -lcrypto -lpthread -ldl -std=c99 -O2
OpenBenchmarking.org Requests Per Second, More Is Better nginx 1.23.2 Connections: 100 r7iz.4xlarge 20K 40K 60K 80K 100K SE +/- 18.96, N = 3 110330.35 1. (CC) gcc options: -lluajit-5.1 -lm -lssl -lcrypto -lpthread -ldl -std=c99 -O2
OpenBenchmarking.org Requests Per Second, More Is Better nginx 1.23.2 Connections: 20 r7iz.4xlarge 20K 40K 60K 80K 100K SE +/- 107.15, N = 3 82948.76 1. (CC) gcc options: -lluajit-5.1 -lm -lssl -lcrypto -lpthread -ldl -std=c99 -O2
BlogBench BlogBench is designed to replicate the load of a real-world busy file server by stressing the file-system with multiple threads of random reads, writes, and rewrites. The behavior is mimicked of that of a blog by creating blogs with content and pictures, modifying blog posts, adding comments to these blogs, and then reading the content of the blogs. All of these blogs generated are created locally with fake content and pictures. Learn more via the OpenBenchmarking.org test page.
OpenBenchmarking.org Final Score, More Is Better BlogBench 1.1 Test: Write r7iz.4xlarge 1600 3200 4800 6400 8000 SE +/- 16.86, N = 3 7333 1. (CC) gcc options: -O2 -pthread
OpenBenchmarking.org Final Score, More Is Better BlogBench 1.1 Test: Read r7iz.4xlarge 300K 600K 900K 1200K 1500K SE +/- 27182.39, N = 9 1436870 1. (CC) gcc options: -O2 -pthread
SciMark This test runs the ANSI C version of SciMark 2.0, which is a benchmark for scientific and numerical computing developed by programmers at the National Institute of Standards and Technology. This test is made up of Fast Foruier Transform, Jacobi Successive Over-relaxation, Monte Carlo, Sparse Matrix Multiply, and dense LU matrix factorization benchmarks. Learn more via the OpenBenchmarking.org test page.
OpenBenchmarking.org Mflops, More Is Better SciMark 2.0 Computational Test: Jacobi Successive Over-Relaxation r7iz.4xlarge 300 600 900 1200 1500 SE +/- 0.08, N = 3 1379.51 1. (CC) gcc options: -lm
OpenBenchmarking.org Mflops, More Is Better SciMark 2.0 Computational Test: Dense LU Matrix Factorization r7iz.4xlarge 400 800 1200 1600 2000 SE +/- 1.91, N = 3 1709.25 1. (CC) gcc options: -lm
OpenBenchmarking.org Mflops, More Is Better SciMark 2.0 Computational Test: Sparse Matrix Multiply r7iz.4xlarge 300 600 900 1200 1500 SE +/- 7.74, N = 3 1190.51 1. (CC) gcc options: -lm
OpenBenchmarking.org Mflops, More Is Better SciMark 2.0 Computational Test: Fast Fourier Transform r7iz.4xlarge 120 240 360 480 600 SE +/- 0.52, N = 3 539.64 1. (CC) gcc options: -lm
OpenBenchmarking.org Mflops, More Is Better SciMark 2.0 Computational Test: Monte Carlo r7iz.4xlarge 40 80 120 160 200 SE +/- 0.18, N = 3 190.62 1. (CC) gcc options: -lm
OpenBenchmarking.org Mflops, More Is Better SciMark 2.0 Computational Test: Composite r7iz.4xlarge 200 400 600 800 1000 SE +/- 2.01, N = 3 1001.90 1. (CC) gcc options: -lm
C-Ray This is a test of C-Ray, a simple raytracer designed to test the floating-point CPU performance. This test is multi-threaded (16 threads per core), will shoot 8 rays per pixel for anti-aliasing, and will generate a 1600 x 1200 image. Learn more via the OpenBenchmarking.org test page.
OpenBenchmarking.org Seconds, Fewer Is Better C-Ray 1.1 Total Time - 4K, 16 Rays Per Pixel r7iz.4xlarge 13 26 39 52 65 SE +/- 0.04, N = 3 57.34 1. (CC) gcc options: -lm -lpthread -O3
Stockfish This is a test of Stockfish, an advanced open-source C++11 chess benchmark that can scale up to 512 CPU threads. Learn more via the OpenBenchmarking.org test page.
OpenBenchmarking.org Nodes Per Second, More Is Better Stockfish 15 Total Time r7iz.4xlarge 6M 12M 18M 24M 30M SE +/- 235411.39, N = 15 27498419 1. (CXX) g++ options: -lgcov -m64 -lpthread -fno-exceptions -std=c++17 -fno-peel-loops -fno-tracer -pedantic -O3 -msse -msse3 -mpopcnt -mavx2 -mavx512f -mavx512bw -mavx512vnni -mavx512dq -mavx512vl -msse4.1 -mssse3 -msse2 -mbmi2 -flto -flto=jobserver
Smallpt Smallpt is a C++ global illumination renderer written in less than 100 lines of code. Global illumination is done via unbiased Monte Carlo path tracing and there is multi-threading support via the OpenMP library. Learn more via the OpenBenchmarking.org test page.
OpenBenchmarking.org Seconds, Fewer Is Better Smallpt 1.0 Global Illumination Renderer; 128 Samples r7iz.4xlarge 3 6 9 12 15 SE +/- 0.004, N = 3 9.182 1. (CXX) g++ options: -fopenmp -O3
OpenBenchmarking.org Iterations Per Minute, More Is Better GraphicsMagick 1.3.38 Operation: Noise-Gaussian r7iz.4xlarge 50 100 150 200 250 222 1. (CC) gcc options: -fopenmp -O2 -pthread -ljpeg -lXext -lSM -lICE -lX11 -lz -lm -lpthread
OpenBenchmarking.org Iterations Per Minute, More Is Better GraphicsMagick 1.3.38 Operation: Resizing r7iz.4xlarge 200 400 600 800 1000 SE +/- 2.03, N = 3 1125 1. (CC) gcc options: -fopenmp -O2 -pthread -ljpeg -lXext -lSM -lICE -lX11 -lz -lm -lpthread
OpenBenchmarking.org Iterations Per Minute, More Is Better GraphicsMagick 1.3.38 Operation: Enhanced r7iz.4xlarge 50 100 150 200 250 237 1. (CC) gcc options: -fopenmp -O2 -pthread -ljpeg -lXext -lSM -lICE -lX11 -lz -lm -lpthread
OpenBenchmarking.org Iterations Per Minute, More Is Better GraphicsMagick 1.3.38 Operation: Sharpen r7iz.4xlarge 30 60 90 120 150 142 1. (CC) gcc options: -fopenmp -O2 -pthread -ljpeg -lXext -lSM -lICE -lX11 -lz -lm -lpthread
OpenBenchmarking.org Iterations Per Minute, More Is Better GraphicsMagick 1.3.38 Operation: Rotate r7iz.4xlarge 200 400 600 800 1000 981 1. (CC) gcc options: -fopenmp -O2 -pthread -ljpeg -lXext -lSM -lICE -lX11 -lz -lm -lpthread
OpenBenchmarking.org Iterations Per Minute, More Is Better GraphicsMagick 1.3.38 Operation: Swirl r7iz.4xlarge 110 220 330 440 550 507 1. (CC) gcc options: -fopenmp -O2 -pthread -ljpeg -lXext -lSM -lICE -lX11 -lz -lm -lpthread
OpenBenchmarking.org Frames Per Second, More Is Better x265 3.4 Video Input: Bosphorus 4K r7iz.4xlarge 4 8 12 16 20 SE +/- 0.15, N = 6 15.27 1. (CXX) g++ options: -O3 -rdynamic -lpthread -lrt -ldl
OpenBenchmarking.org Frames Per Second, More Is Better x264 2022-02-22 Video Input: Bosphorus 4K r7iz.4xlarge 7 14 21 28 35 SE +/- 0.07, N = 3 30.23 1. (CC) gcc options: -ldl -m64 -lm -lpthread -O3 -flto
Botan Botan is a BSD-licensed cross-platform open-source C++ crypto library "cryptography toolkit" that supports most publicly known cryptographic algorithms. The project's stated goal is to be "the best option for cryptography in C++ by offering the tools necessary to implement a range of practical systems, such as TLS protocol, X.509 certificates, modern AEAD ciphers, PKCS#11 and TPM hardware support, password hashing, and post quantum crypto schemes." Learn more via the OpenBenchmarking.org test page.
OpenBenchmarking.org MiB/s, More Is Better Botan 2.17.3 Test: ChaCha20Poly1305 - Decrypt r7iz.4xlarge 200 400 600 800 1000 SE +/- 0.20, N = 3 846.95 1. (CXX) g++ options: -fstack-protector -m64 -pthread -lbotan-2 -ldl -lrt
OpenBenchmarking.org MiB/s, More Is Better Botan 2.17.3 Test: ChaCha20Poly1305 r7iz.4xlarge 200 400 600 800 1000 SE +/- 0.95, N = 3 845.75 1. (CXX) g++ options: -fstack-protector -m64 -pthread -lbotan-2 -ldl -lrt
OpenBenchmarking.org MiB/s, More Is Better Botan 2.17.3 Test: CAST-256 - Decrypt r7iz.4xlarge 30 60 90 120 150 SE +/- 0.00, N = 3 139.37 1. (CXX) g++ options: -fstack-protector -m64 -pthread -lbotan-2 -ldl -lrt
OpenBenchmarking.org MiB/s, More Is Better Botan 2.17.3 Test: CAST-256 r7iz.4xlarge 30 60 90 120 150 SE +/- 0.00, N = 3 139.27 1. (CXX) g++ options: -fstack-protector -m64 -pthread -lbotan-2 -ldl -lrt
OpenBenchmarking.org MiB/s, More Is Better Botan 2.17.3 Test: Blowfish - Decrypt r7iz.4xlarge 100 200 300 400 500 SE +/- 0.04, N = 3 477.76 1. (CXX) g++ options: -fstack-protector -m64 -pthread -lbotan-2 -ldl -lrt
OpenBenchmarking.org MiB/s, More Is Better Botan 2.17.3 Test: Blowfish r7iz.4xlarge 100 200 300 400 500 SE +/- 0.01, N = 3 478.71 1. (CXX) g++ options: -fstack-protector -m64 -pthread -lbotan-2 -ldl -lrt
OpenBenchmarking.org MiB/s, More Is Better Botan 2.17.3 Test: Twofish - Decrypt r7iz.4xlarge 80 160 240 320 400 SE +/- 0.86, N = 3 387.68 1. (CXX) g++ options: -fstack-protector -m64 -pthread -lbotan-2 -ldl -lrt
OpenBenchmarking.org MiB/s, More Is Better Botan 2.17.3 Test: Twofish r7iz.4xlarge 80 160 240 320 400 SE +/- 0.71, N = 3 387.26 1. (CXX) g++ options: -fstack-protector -m64 -pthread -lbotan-2 -ldl -lrt
OpenBenchmarking.org MiB/s, More Is Better Botan 2.17.3 Test: AES-256 - Decrypt r7iz.4xlarge 1200 2400 3600 4800 6000 SE +/- 2.77, N = 3 5505.44 1. (CXX) g++ options: -fstack-protector -m64 -pthread -lbotan-2 -ldl -lrt
OpenBenchmarking.org MiB/s, More Is Better Botan 2.17.3 Test: AES-256 r7iz.4xlarge 1200 2400 3600 4800 6000 SE +/- 3.00, N = 3 5529.15 1. (CXX) g++ options: -fstack-protector -m64 -pthread -lbotan-2 -ldl -lrt
OpenBenchmarking.org MiB/s, More Is Better Botan 2.17.3 Test: KASUMI - Decrypt r7iz.4xlarge 20 40 60 80 100 SE +/- 0.15, N = 3 91.06 1. (CXX) g++ options: -fstack-protector -m64 -pthread -lbotan-2 -ldl -lrt
OpenBenchmarking.org MiB/s, More Is Better Botan 2.17.3 Test: KASUMI r7iz.4xlarge 20 40 60 80 100 SE +/- 0.01, N = 3 92.75 1. (CXX) g++ options: -fstack-protector -m64 -pthread -lbotan-2 -ldl -lrt
OpenSSL OpenSSL is an open-source toolkit that implements SSL (Secure Sockets Layer) and TLS (Transport Layer Security) protocols. This test profile makes use of the built-in "openssl speed" benchmarking capabilities. Learn more via the OpenBenchmarking.org test page.
OpenBenchmarking.org byte/s, More Is Better OpenSSL 3.1 Algorithm: ChaCha20-Poly1305 r7iz.4xlarge 9000M 18000M 27000M 36000M 45000M SE +/- 53224818.96, N = 3 41591039407 1. (CC) gcc options: -pthread -m64 -O3 -lssl -lcrypto -ldl
OpenBenchmarking.org byte/s, More Is Better OpenSSL 3.1 Algorithm: AES-256-GCM r7iz.4xlarge 30000M 60000M 90000M 120000M 150000M SE +/- 338177292.11, N = 3 127506231203 1. (CC) gcc options: -pthread -m64 -O3 -lssl -lcrypto -ldl
OpenBenchmarking.org byte/s, More Is Better OpenSSL 3.1 Algorithm: AES-128-GCM r7iz.4xlarge 40000M 80000M 120000M 160000M 200000M SE +/- 192097685.01, N = 3 166322623283 1. (CC) gcc options: -pthread -m64 -O3 -lssl -lcrypto -ldl
OpenBenchmarking.org byte/s, More Is Better OpenSSL 3.1 Algorithm: ChaCha20 r7iz.4xlarge 12000M 24000M 36000M 48000M 60000M SE +/- 23433776.10, N = 3 57849221030 1. (CC) gcc options: -pthread -m64 -O3 -lssl -lcrypto -ldl
OpenBenchmarking.org verify/s, More Is Better OpenSSL 3.1 Algorithm: RSA4096 r7iz.4xlarge 40K 80K 120K 160K 200K SE +/- 199.29, N = 3 175992.6 1. (CC) gcc options: -pthread -m64 -O3 -lssl -lcrypto -ldl
OpenBenchmarking.org sign/s, More Is Better OpenSSL 3.1 Algorithm: RSA4096 r7iz.4xlarge 1300 2600 3900 5200 6500 SE +/- 2.30, N = 3 5961.4 1. (CC) gcc options: -pthread -m64 -O3 -lssl -lcrypto -ldl
OpenBenchmarking.org byte/s, More Is Better OpenSSL 3.1 Algorithm: SHA512 r7iz.4xlarge 900M 1800M 2700M 3600M 4500M SE +/- 994026.65, N = 3 4137982973 1. (CC) gcc options: -pthread -m64 -O3 -lssl -lcrypto -ldl
OpenBenchmarking.org byte/s, More Is Better OpenSSL 3.1 Algorithm: SHA256 r7iz.4xlarge 3000M 6000M 9000M 12000M 15000M SE +/- 14860272.79, N = 3 11677925467 1. (CC) gcc options: -pthread -m64 -O3 -lssl -lcrypto -ldl
OpenBenchmarking.org MB/s, More Is Better CacheBench Test: Write r7iz.4xlarge 6K 12K 18K 24K 30K SE +/- 3.34, N = 3 28547.30 MIN: 25912.59 / MAX: 29653.95 1. (CC) gcc options: -lrt
OpenBenchmarking.org MB/s, More Is Better CacheBench Test: Read r7iz.4xlarge 900 1800 2700 3600 4500 SE +/- 0.02, N = 3 4246.07 MIN: 4244.89 / MAX: 4246.23 1. (CC) gcc options: -lrt
Intel Memory Latency Checker Intel Memory Latency Checker (MLC) is a binary-only system memory bandwidth and latency benchmark. If the download fails you may need to manually download the file from https://www.intel.com/content/www/us/en/developer/articles/tool/intelr-memory-latency-checker.html and place it in your PTS download cache. On some systems root privileges are needed to run the MLC tester. Learn more via the OpenBenchmarking.org test page.
OpenBenchmarking.org MB/s, More Is Better Intel Memory Latency Checker 3.10 Test: Peak Injection Bandwidth - Stream-Triad Like r7iz.4xlarge 40K 80K 120K 160K 200K SE +/- 942.58, N = 3 167090.0
OpenBenchmarking.org MB/s, More Is Better Stream 2013-01-17 Type: Triad r7iz.4xlarge 30K 60K 90K 120K 150K SE +/- 5.01, N = 5 128231.5 1. (CC) gcc options: -mcmodel=medium -O3 -march=native -fopenmp
OpenBenchmarking.org MB/s, More Is Better Stream 2013-01-17 Type: Scale r7iz.4xlarge 30K 60K 90K 120K 150K SE +/- 21.09, N = 5 118927.7 1. (CC) gcc options: -mcmodel=medium -O3 -march=native -fopenmp
OpenBenchmarking.org MB/s, More Is Better Stream 2013-01-17 Type: Copy r7iz.4xlarge 40K 80K 120K 160K 200K SE +/- 29.80, N = 5 171559.6 1. (CC) gcc options: -mcmodel=medium -O3 -march=native -fopenmp
Apache Spark This is a benchmark of Apache Spark with its PySpark interface. Apache Spark is an open-source unified analytics engine for large-scale data processing and dealing with big data. This test profile benchmars the Apache Spark in a single-system configuration using spark-submit. The test makes use of DIYBigData's pyspark-benchmark (https://github.com/DIYBigData/pyspark-benchmark/) for generating of test data and various Apache Spark operations. Learn more via the OpenBenchmarking.org test page.
OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark 3.3 Row Count: 20000000 - Partitions: 2000 - Calculate Pi Benchmark Using Dataframe r7iz.4xlarge 3 6 9 12 15 SE +/- 0.68, N = 3 12.36
OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark 3.3 Row Count: 40000000 - Partitions: 500 - Calculate Pi Benchmark Using Dataframe r7iz.4xlarge 4 8 12 16 20 SE +/- 1.17, N = 3 14.27
OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark 3.3 Row Count: 20000000 - Partitions: 500 - Calculate Pi Benchmark Using Dataframe r7iz.4xlarge 4 8 12 16 20 SE +/- 1.17, N = 3 15.12
OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark 3.3 Row Count: 10000000 - Partitions: 500 - Calculate Pi Benchmark Using Dataframe r7iz.4xlarge 4 8 12 16 20 SE +/- 0.62, N = 3 14.33
OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark 3.3 Row Count: 1000000 - Partitions: 500 - Calculate Pi Benchmark Using Dataframe r7iz.4xlarge 4 8 12 16 20 SE +/- 1.45, N = 3 14.51
OpenBenchmarking.org ms, Fewer Is Better NCNN 20230517 Target: CPU - Model: squeezenet_ssd r7iz.4xlarge 2 4 6 8 10 SE +/- 0.13, N = 8 6.04 MIN: 5.55 / MAX: 10.95 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread
OpenBenchmarking.org ms, Fewer Is Better NCNN 20230517 Target: CPU - Model: yolov4-tiny r7iz.4xlarge 4 8 12 16 20 SE +/- 0.38, N = 8 14.17 MIN: 13.08 / MAX: 36.59 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread
OpenBenchmarking.org ms, Fewer Is Better NCNN 20230517 Target: CPU - Model: resnet18 r7iz.4xlarge 0.9315 1.863 2.7945 3.726 4.6575 SE +/- 0.12, N = 8 4.14 MIN: 3.81 / MAX: 9.73 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread
OpenBenchmarking.org ms, Fewer Is Better NCNN 20230517 Target: CPU - Model: googlenet r7iz.4xlarge 2 4 6 8 10 SE +/- 0.14, N = 8 6.39 MIN: 5.95 / MAX: 20.65 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread
nginx This is a benchmark of the lightweight Nginx HTTP(S) web-server. This Nginx web server benchmark test profile makes use of the wrk program for facilitating the HTTP requests over a fixed period time with a configurable number of concurrent clients/connections. HTTPS with a self-signed OpenSSL certificate is used by this test for local benchmarking. Learn more via the OpenBenchmarking.org test page.
Connections: 1
r7iz.4xlarge: The test quit with a non-zero exit status.
r7iz.4xlarge Processor: Intel Xeon Gold 6455B (8 Cores / 16 Threads), Motherboard: Amazon EC2 r7iz.4xlarge (1.0 BIOS), Chipset: Intel 440FX 82441FX PMC, Memory: 1 x 128 GB 4800MT/s, Disk: 86GB Amazon Elastic Block Store, Network: Amazon Elastic
OS: Amazon Linux 2, Kernel: 5.10.186-179.751.amzn2.x86_64 (x86_64), Compiler: GCC 10.4.1 20221124, File-System: xfs, System Layer: amazon
Kernel Notes: Transparent Huge Pages: madviseCompiler Notes: --build=x86_64-redhat-linux --disable-libunwind-exceptions --enable-__cxa_atexit --enable-bootstrap --enable-checking=release --enable-gnu-indirect-function --enable-gnu-unique-object --enable-initfini-array --enable-languages=c,c++,fortran,lto --enable-multilib --enable-plugin --enable-shared --enable-threads=posix --mandir=/usr/share/man --program-prefix=gcc10- --with-arch_32=x86-64 --with-as=/usr/bin/gcc10-as --with-gcc-major-version-only --with-isl --with-ld=/usr/bin/gcc10-ld --with-linker-hash-style=gnuProcessor Notes: CPU Microcode: 0x2b000461Security Notes: gather_data_sampling: Not affected + itlb_multihit: Not affected + l1tf: Not affected + mds: Not affected + meltdown: Not affected + mmio_stale_data: Not affected + retbleed: Not affected + spec_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 Enhanced IBRS IBPB: conditional RSB filling + srbds: Not affected + tsx_async_abort: Not affected
Testing initiated at 8 September 2023 01:02 by user .