r7i.4xlarge

amazon testing on Amazon Linux 2023.4.20240401 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 2404101-NE-R7I4XLARG61
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r7i.4xlarge
April 10
  19 Hours, 25 Minutes
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r7i.4xlarge

Processor: Intel Xeon Platinum 8488C (8 Cores / 16 Threads), Motherboard: Amazon EC2 r7i.4xlarge (1.0 BIOS), Chipset: Intel 440FX 82441FX PMC, Memory: 1 x 128 GB DDR5-4800MT/s, Disk: 215GB Amazon Elastic Block Store, Network: Amazon Elastic

OS: Amazon Linux 2023.4.20240401, Kernel: 6.1.82-99.168.amzn2023.x86_64 (x86_64), Compiler: GCC 11.4.1 20230605, File-System: xfs, System Layer: amazon

Kernel Notes: Transparent Huge Pages: madvise
Compiler Notes: --build=x86_64-amazon-linux --disable-libunwind-exceptions --enable-__cxa_atexit --enable-bootstrap --enable-cet --enable-checking=release --enable-gnu-indirect-function --enable-gnu-unique-object --enable-initfini-array --enable-languages=c,c++,fortran,lto --enable-multilib --enable-offload-targets=nvptx-none --enable-plugin --enable-shared --enable-threads=posix --mandir=/usr/share/man --with-arch_32=x86-64 --with-arch_64=x86-64-v2 --with-gcc-major-version-only --with-linker-hash-style=gnu --with-tune=generic --without-cuda-driver
Processor Notes: CPU Microcode: 0x2b000590
Security Notes: gather_data_sampling: Not affected + itlb_multihit: Not affected + l1tf: Not affected + mds: Not affected + meltdown: Not affected + mmio_stale_data: Not affected + reg_file_data_sampling: Not affected + retbleed: Not affected + spec_rstack_overflow: Not affected + spec_store_bypass: Mitigation of SSB disabled via prctl + spectre_v1: Mitigation of usercopy/swapgs barriers and __user pointer sanitization + spectre_v2: Mitigation of Enhanced IBRS IBPB: conditional RSB filling PBRSB-eIBRS: SW sequence + srbds: Not affected + tsx_async_abort: Not affected

r7i.4xlargeOpenBenchmarking.orgPhoronix Test SuiteIntel Xeon Platinum 8488C (8 Cores / 16 Threads)Amazon EC2 r7i.4xlarge (1.0 BIOS)Intel 440FX 82441FX PMC1 x 128 GB DDR5-4800MT/s215GB Amazon Elastic Block StoreAmazon ElasticAmazon Linux 2023.4.202404016.1.82-99.168.amzn2023.x86_64 (x86_64)GCC 11.4.1 20230605xfsamazonProcessorMotherboardChipsetMemoryDiskNetworkOSKernelCompilerFile-SystemSystem LayerR7i.4xlarge BenchmarksSystem Logs- Transparent Huge Pages: madvise- --build=x86_64-amazon-linux --disable-libunwind-exceptions --enable-__cxa_atexit --enable-bootstrap --enable-cet --enable-checking=release --enable-gnu-indirect-function --enable-gnu-unique-object --enable-initfini-array --enable-languages=c,c++,fortran,lto --enable-multilib --enable-offload-targets=nvptx-none --enable-plugin --enable-shared --enable-threads=posix --mandir=/usr/share/man --with-arch_32=x86-64 --with-arch_64=x86-64-v2 --with-gcc-major-version-only --with-linker-hash-style=gnu --with-tune=generic --without-cuda-driver - CPU Microcode: 0x2b000590- gather_data_sampling: Not affected + itlb_multihit: Not affected + l1tf: Not affected + mds: Not affected + meltdown: Not affected + mmio_stale_data: Not affected + reg_file_data_sampling: Not affected + retbleed: Not affected + spec_rstack_overflow: Not affected + spec_store_bypass: Mitigation of SSB disabled via prctl + spectre_v1: Mitigation of usercopy/swapgs barriers and __user pointer sanitization + spectre_v2: Mitigation of Enhanced IBRS IBPB: conditional RSB filling PBRSB-eIBRS: SW sequence + srbds: Not affected + tsx_async_abort: Not affected

r7i.4xlargelibxsmm: 128libxsmm: 256clickhouse: 100M Rows Hits Dataset, Third Runclickhouse: 100M Rows Hits Dataset, Second Runclickhouse: 100M Rows Hits Dataset, First Run / Cold Cachecpp-perf-bench: Rand Numbersblogbench: Readstockfish: Chess Benchmarkinfluxdb: 4 - 10000 - 2,5000,1 - 10000openssl: SHA256cpp-perf-bench: Math Libraryopenssl: ChaCha20-Poly1305openssl: AES-256-GCMopenssl: AES-128-GCMopenssl: ChaCha20openssl: SHA512vvenc: Bosphorus 4K - Fastintel-mlc: Max Bandwidth - Stream-Triad Likeintel-mlc: Max Bandwidth - 1:1 Reads-Writesintel-mlc: Max Bandwidth - 2:1 Reads-Writesintel-mlc: Max Bandwidth - 3:1 Reads-Writesintel-mlc: Max Bandwidth - All Readscachebench: Read / Modify / Writecachebench: Writecachebench: Readnginx: 4000nginx: 1000nginx: 500nginx: 200nginx: 100nginx: 20memtier-benchmark: Redis - 100 - 1:5memtier-benchmark: Redis - 50 - 5:1memtier-benchmark: Redis - 500 - 1:5ncnn: Vulkan GPU - FastestDetncnn: Vulkan GPU - vision_transformerncnn: Vulkan GPU - regnety_400mncnn: Vulkan GPU - squeezenet_ssdncnn: Vulkan GPU - yolov4-tinyncnn: Vulkan GPUv2-yolov3v2-yolov3 - mobilenetv2-yolov3ncnn: Vulkan GPU - resnet50ncnn: Vulkan GPU - alexnetncnn: Vulkan GPU - resnet18ncnn: Vulkan GPU - vgg16ncnn: Vulkan GPU - googlenetncnn: Vulkan GPU - blazefacencnn: Vulkan GPU - efficientnet-b0ncnn: Vulkan GPU - mnasnetncnn: Vulkan GPU - shufflenet-v2ncnn: Vulkan GPU-v3-v3 - mobilenet-v3ncnn: Vulkan GPU-v2-v2 - mobilenet-v2ncnn: Vulkan GPU - mobilenetncnn: CPU - FastestDetncnn: CPU - vision_transformerncnn: CPU - regnety_400mncnn: CPU - squeezenet_ssdncnn: CPU - yolov4-tinyncnn: CPUv2-yolov3v2-yolov3 - mobilenetv2-yolov3ncnn: CPU - resnet50ncnn: CPU - alexnetncnn: CPU - resnet18ncnn: CPU - vgg16ncnn: CPU - googlenetncnn: CPU - blazefacencnn: CPU - efficientnet-b0ncnn: CPU - mnasnetncnn: CPU - shufflenet-v2ncnn: CPU-v3-v3 - mobilenet-v3ncnn: CPU-v2-v2 - mobilenet-v2ncnn: CPU - mobilenetmemtier-benchmark: Redis - 500 - 1:1memtier-benchmark: Redis - 500 - 10:1memtier-benchmark: Redis - 500 - 5:1influxdb: 1024 - 10000 - 2,5000,1 - 10000influxdb: 64 - 10000 - 2,5000,1 - 10000memtier-benchmark: Redis - 500 - 1:10vvenc: Bosphorus 4K - Fasterpyperformance: python_startupmemtier-benchmark: Redis - 100 - 1:10memtier-benchmark: Redis - 100 - 10:1memtier-benchmark: Redis - 100 - 5:1memtier-benchmark: Redis - 100 - 1:1memtier-benchmark: Redis - 50 - 10:1memtier-benchmark: Redis - 50 - 1:10memtier-benchmark: Redis - 50 - 1:1memtier-benchmark: Redis - 50 - 1:5compress-zstd: 19 - Decompression Speedcompress-zstd: 19 - Compression Speedpyperformance: raytracecompress-zstd: 19, Long Mode - Decompression Speedcompress-zstd: 19, Long Mode - Compression Speedc-ray: Total Time - 4K, 16 Rays Per Pixelcpp-perf-bench: Stepanov Vectorcompress-zstd: 12 - Decompression Speedcompress-zstd: 12 - Compression Speedcompress-zstd: 3 - Decompression Speedcompress-zstd: 3 - Compression Speedcompress-zstd: 3, Long Mode - Decompression Speedcompress-zstd: 3, Long Mode - Compression Speedcompress-zstd: 8 - Decompression Speedcompress-zstd: 8 - Compression Speedcompress-zstd: 8, Long Mode - Decompression Speedcompress-zstd: 8, Long Mode - Compression Speedgraphics-magick: Sharpengraphics-magick: Swirlgraphics-magick: Noise-Gaussiangraphics-magick: Enhancedgraphics-magick: Rotategraphics-magick: Resizinggraphics-magick: HWB Color Spaceopenssl: RSA4096openssl: RSA4096stream: Copypyperformance: floatvvenc: Bosphorus 1080p - Fastpyperformance: 2to3x265: Bosphorus 4Kpyperformance: gocpp-perf-bench: Atollibxsmm: 64pyperformance: nbodybotan: AES-256 - Decryptbotan: AES-256pyperformance: django_templatepyperformance: json_loadsscimark2: Compositepyperformance: crypto_pyaespyperformance: chaosbotan: ChaCha20Poly1305 - Decryptbotan: ChaCha20Poly1305botan: Blowfish - Decryptbotan: Blowfishbotan: Twofish - Decryptbotan: Twofishbotan: CAST-256 - Decryptbotan: CAST-256botan: KASUMI - Decryptbotan: KASUMIcpp-perf-bench: Ctypepyperformance: regex_compilelibxsmm: 32tjbench: Decompression Throughputcompress-lz4: 9 - Decompression Speedcompress-lz4: 9 - Compression Speedcpp-perf-bench: Stepanov Abstractionintel-mlc: Peak Injection Bandwidth - Stream-Triad Likeintel-mlc: Peak Injection Bandwidth - 1:1 Reads-Writesintel-mlc: Peak Injection Bandwidth - 2:1 Reads-Writesintel-mlc: Peak Injection Bandwidth - 3:1 Reads-Writesintel-mlc: Peak Injection Bandwidth - All Readsx264: Bosphorus 4Kpyperformance: pathlibcompress-lz4: 1 - Decompression Speedcompress-lz4: 1 - Compression Speedcompress-lz4: 3 - Decompression Speedcompress-lz4: 3 - Compression Speedpyperformance: pickle_pure_pythonvvenc: Bosphorus 1080p - Fastercpp-perf-bench: Function Objectsx265: Bosphorus 1080psmallpt: Global Illumination Renderer; 128 Samplesintel-mlc: Idle Latencyx264: Bosphorus 1080pblogbench: Writescimark2: Jacobi Successive Over-Relaxationscimark2: Dense LU Matrix Factorizationscimark2: Sparse Matrix Multiplyscimark2: Fast Fourier Transformscimark2: Monte Carlostream: Addstream: Triadstream: Scaler7i.4xlarge386.4224.3221.94219.93213.02892.6222129586155956781462786.810073448825207.299346752037331010602930631223223697374786876407036403106673.768121225.38151890.31137636.75129333.3594678.97103702.32375352822.05507714206.79044275497.8484460.8688308.9589547.8389451.8572396.912327229.852126310.652441638.844.1381.378.858.4117.8411.1213.734.726.9028.539.971.244.693.513.403.503.7911.124.0581.018.788.4517.8711.1113.874.736.8027.409.931.234.693.513.413.503.7911.112295626.882161766.832186007.531546093.61549335.12368097.348.7368.192384658.052165021.052116120.692202452.492101402.102288104.642377859.952392374.781210.512.73801183.86.5963.02863.3261421.71981449.02044.31497.6835.21529.1535.71524.6565.0271215338210199217154454.44376.4145926.493.212.03226812.8320740.766291.899.45119.2945132.15339.517.9929.3689.886.2816.484811.446388.883389.037326.700321.861122.808122.68886.25290.60428.818140215.2194.8258903827.234.2023.583121484.7152020.9137915.7129544.295050.726.0913.93862.8629.293633.3104.3534930.56614.55357.0010.287126.5112.52105231283.591635.741102.64451.51173.36102591.5102686.796126.9OpenBenchmarking.org

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.orgGFLOPS/s, More Is Betterlibxsmm 2-1.17-3645M N K: 128r7i.4xlarge80160240320400SE +/- 3.18, N = 9386.41. (CXX) g++ options: -dynamic -Bstatic -static-libgcc -lgomp -lm -lrt -ldl -lquadmath -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.orgGFLOPS/s, More Is Betterlibxsmm 2-1.17-3645M N K: 256r7i.4xlarge50100150200250SE +/- 2.48, N = 3224.31. (CXX) g++ options: -dynamic -Bstatic -static-libgcc -lgomp -lm -lrt -ldl -lquadmath -lstdc++ -pthread -fPIC -std=c++14 -pedantic -O2 -fopenmp -fopenmp-simd -funroll-loops -ftree-vectorize -fdata-sections -ffunction-sections -fvisibility=hidden -march=core-avx2

ClickHouse

ClickHouse is an open-source, high performance OLAP data management system. This test profile uses ClickHouse's standard benchmark recommendations per https://clickhouse.com/docs/en/operations/performance-test/ / https://github.com/ClickHouse/ClickBench/tree/main/clickhouse with the 100 million rows web analytics dataset. The reported value is the query processing time using the geometric mean of all separate queries performed as an aggregate. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgQueries Per Minute, Geo Mean, More Is BetterClickHouse 22.12.3.5100M Rows Hits Dataset, Third Runr7i.4xlarge50100150200250SE +/- 1.10, N = 8221.94MIN: 7.86 / MAX: 7500

OpenBenchmarking.orgQueries Per Minute, Geo Mean, More Is BetterClickHouse 22.12.3.5100M Rows Hits Dataset, Second Runr7i.4xlarge50100150200250SE +/- 1.13, N = 8219.93MIN: 7.87 / MAX: 6666.67

OpenBenchmarking.orgQueries Per Minute, Geo Mean, More Is BetterClickHouse 22.12.3.5100M Rows Hits Dataset, First Run / Cold Cacher7i.4xlarge50100150200250SE +/- 1.78, N = 8213.02MIN: 7.88 / MAX: 7500

CppPerformanceBenchmarks

CppPerformanceBenchmarks is a set of C++ compiler performance benchmarks. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterCppPerformanceBenchmarks 9Test: Random Numbersr7i.4xlarge2004006008001000SE +/- 0.28, N = 3892.621. (CXX) g++ options: -std=c++11 -O3

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.orgFinal Score, More Is BetterBlogBench 1.1Test: Readr7i.4xlarge500K1000K1500K2000K2500KSE +/- 73565.56, N = 621295861. (CC) gcc options: -O2

Stockfish

OpenBenchmarking.orgNodes Per Second, More Is BetterStockfish 16.1Chess Benchmarkr7i.4xlarge3M6M9M12M15MSE +/- 127994.17, N = 12155956781. (CXX) g++ options: -lgcov -m64 -lpthread -fno-exceptions -std=c++17 -fno-peel-loops -fno-tracer -pedantic -O3 -funroll-loops -msse -msse3 -mpopcnt -mavx2 -mbmi -mavx512f -mavx512bw -mavx512vnni -mavx512dq -mavx512vl -msse4.1 -mssse3 -msse2 -mbmi2 -flto -flto-partition=one -flto=jobserver

InfluxDB

This is a benchmark of the InfluxDB open-source time-series database optimized for fast, high-availability storage for IoT and other use-cases. The InfluxDB test profile makes use of InfluxDB Inch for facilitating the benchmarks. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgval/sec, More Is BetterInfluxDB 1.8.2Concurrent Streams: 4 - Batch Size: 10000 - Tags: 2,5000,1 - Points Per Series: 10000r7i.4xlarge300K600K900K1200K1500KSE +/- 15881.93, N = 151462786.8

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.orgbyte/s, More Is BetterOpenSSL 3.1Algorithm: SHA256r7i.4xlarge2000M4000M6000M8000M10000MSE +/- 96612262.26, N = 6100734488251. (CC) gcc options: -pthread -m64 -O3 -lssl -lcrypto -ldl

CppPerformanceBenchmarks

CppPerformanceBenchmarks is a set of C++ compiler performance benchmarks. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterCppPerformanceBenchmarks 9Test: Math Libraryr7i.4xlarge50100150200250SE +/- 0.09, N = 3207.301. (CXX) g++ options: -std=c++11 -O3

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.orgbyte/s, More Is BetterOpenSSL 3.1Algorithm: ChaCha20-Poly1305r7i.4xlarge7000M14000M21000M28000M35000MSE +/- 40821409.88, N = 3346752037331. (CC) gcc options: -pthread -m64 -O3 -lssl -lcrypto -ldl

OpenBenchmarking.orgbyte/s, More Is BetterOpenSSL 3.1Algorithm: AES-256-GCMr7i.4xlarge20000M40000M60000M80000M100000MSE +/- 140007253.50, N = 31010602930631. (CC) gcc options: -pthread -m64 -O3 -lssl -lcrypto -ldl

OpenBenchmarking.orgbyte/s, More Is BetterOpenSSL 3.1Algorithm: AES-128-GCMr7i.4xlarge30000M60000M90000M120000M150000MSE +/- 158069900.46, N = 31223223697371. (CC) gcc options: -pthread -m64 -O3 -lssl -lcrypto -ldl

OpenBenchmarking.orgbyte/s, More Is BetterOpenSSL 3.1Algorithm: ChaCha20r7i.4xlarge10000M20000M30000M40000M50000MSE +/- 109350760.69, N = 3478687640701. (CC) gcc options: -pthread -m64 -O3 -lssl -lcrypto -ldl

OpenBenchmarking.orgbyte/s, More Is BetterOpenSSL 3.1Algorithm: SHA512r7i.4xlarge800M1600M2400M3200M4000MSE +/- 126950.75, N = 336403106671. (CC) gcc options: -pthread -m64 -O3 -lssl -lcrypto -ldl

VVenC

OpenBenchmarking.orgFrames Per Second, More Is BetterVVenC 1.11Video Input: Bosphorus 4K - Video Preset: Fastr7i.4xlarge0.84781.69562.54343.39124.239SE +/- 0.005, N = 33.7681. (CXX) g++ options: -O3 -flto=auto -fno-fat-lto-objects

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.orgMB/s, More Is BetterIntel Memory Latency Checker 3.10Test: Max Bandwidth - Stream-Triad Liker7i.4xlarge30K60K90K120K150KSE +/- 275.06, N = 3121225.38

OpenBenchmarking.orgMB/s, More Is BetterIntel Memory Latency Checker 3.10Test: Max Bandwidth - 1:1 Reads-Writesr7i.4xlarge30K60K90K120K150KSE +/- 596.28, N = 3151890.31

OpenBenchmarking.orgMB/s, More Is BetterIntel Memory Latency Checker 3.10Test: Max Bandwidth - 2:1 Reads-Writesr7i.4xlarge30K60K90K120K150KSE +/- 321.86, N = 3137636.75

OpenBenchmarking.orgMB/s, More Is BetterIntel Memory Latency Checker 3.10Test: Max Bandwidth - 3:1 Reads-Writesr7i.4xlarge30K60K90K120K150KSE +/- 444.57, N = 3129333.35

OpenBenchmarking.orgMB/s, More Is BetterIntel Memory Latency Checker 3.10Test: Max Bandwidth - All Readsr7i.4xlarge20K40K60K80K100KSE +/- 210.13, N = 394678.97

CacheBench

This is a performance test of CacheBench, which is part of LLCbench. CacheBench is designed to test the memory and cache bandwidth performance Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMB/s, More Is BetterCacheBenchTest: Read / Modify / Writer7i.4xlarge20K40K60K80K100KSE +/- 209.83, N = 3103702.32MIN: 88291.85 / MAX: 111258.241. (CC) gcc options: -O3 -lrt

OpenBenchmarking.orgMB/s, More Is BetterCacheBenchTest: Writer7i.4xlarge11K22K33K44K55KSE +/- 92.47, N = 352822.06MIN: 46229.22 / MAX: 56093.751. (CC) gcc options: -O3 -lrt

OpenBenchmarking.orgMB/s, More Is BetterCacheBenchTest: Readr7i.4xlarge3K6K9K12K15KSE +/- 2.82, N = 314206.79MIN: 14193.17 / MAX: 14217.731. (CC) gcc options: -O3 -lrt

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.orgRequests Per Second, More Is Betternginx 1.23.2Connections: 4000r7i.4xlarge16K32K48K64K80KSE +/- 460.10, N = 375497.841. (CC) gcc options: -lluajit-5.1 -lm -lssl -lcrypto -lpthread -ldl -std=c99 -O2

OpenBenchmarking.orgRequests Per Second, More Is Betternginx 1.23.2Connections: 1000r7i.4xlarge20K40K60K80K100KSE +/- 22.55, N = 384460.861. (CC) gcc options: -lluajit-5.1 -lm -lssl -lcrypto -lpthread -ldl -std=c99 -O2

OpenBenchmarking.orgRequests Per Second, More Is Betternginx 1.23.2Connections: 500r7i.4xlarge20K40K60K80K100KSE +/- 6.76, N = 388308.951. (CC) gcc options: -lluajit-5.1 -lm -lssl -lcrypto -lpthread -ldl -std=c99 -O2

OpenBenchmarking.orgRequests Per Second, More Is Betternginx 1.23.2Connections: 200r7i.4xlarge20K40K60K80K100KSE +/- 42.46, N = 389547.831. (CC) gcc options: -lluajit-5.1 -lm -lssl -lcrypto -lpthread -ldl -std=c99 -O2

OpenBenchmarking.orgRequests Per Second, More Is Betternginx 1.23.2Connections: 100r7i.4xlarge20K40K60K80K100KSE +/- 24.27, N = 389451.851. (CC) gcc options: -lluajit-5.1 -lm -lssl -lcrypto -lpthread -ldl -std=c99 -O2

OpenBenchmarking.orgRequests Per Second, More Is Betternginx 1.23.2Connections: 20r7i.4xlarge16K32K48K64K80KSE +/- 81.75, N = 372396.911. (CC) gcc options: -lluajit-5.1 -lm -lssl -lcrypto -lpthread -ldl -std=c99 -O2

Redis 7.0.12 + memtier_benchmark

Memtier_benchmark is a NoSQL Redis/Memcache traffic generation plus benchmarking tool developed by Redis Labs. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgOps/sec, More Is BetterRedis 7.0.12 + memtier_benchmark 2.0Protocol: Redis - Clients: 100 - Set To Get Ratio: 1:5r7i.4xlarge500K1000K1500K2000K2500KSE +/- 27303.00, N = 42327229.851. (CXX) g++ options: -O2 -levent_openssl -levent -lcrypto -lssl -lpthread -lz -lpcre

OpenBenchmarking.orgOps/sec, More Is BetterRedis 7.0.12 + memtier_benchmark 2.0Protocol: Redis - Clients: 50 - Set To Get Ratio: 5:1r7i.4xlarge500K1000K1500K2000K2500KSE +/- 24677.62, N = 42126310.651. (CXX) g++ options: -O2 -levent_openssl -levent -lcrypto -lssl -lpthread -lz -lpcre

OpenBenchmarking.orgOps/sec, More Is BetterRedis 7.0.12 + memtier_benchmark 2.0Protocol: Redis - Clients: 500 - Set To Get Ratio: 1:5r7i.4xlarge500K1000K1500K2000K2500KSE +/- 23526.74, N = 32441638.841. (CXX) g++ options: -O2 -levent_openssl -levent -lcrypto -lssl -lpthread -lz -lpcre

NCNN

NCNN is a high performance neural network inference framework optimized for mobile and other platforms developed by Tencent. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20230517Target: Vulkan GPU - Model: FastestDetr7i.4xlarge0.92931.85862.78793.71724.6465SE +/- 0.10, N = 34.13MIN: 3.86 / MAX: 5.581. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20230517Target: Vulkan GPU - Model: vision_transformerr7i.4xlarge20406080100SE +/- 0.85, N = 381.37MIN: 78.05 / MAX: 156.931. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20230517Target: Vulkan GPU - Model: regnety_400mr7i.4xlarge246810SE +/- 0.17, N = 38.85MIN: 8.36 / MAX: 17.711. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20230517Target: Vulkan GPU - Model: squeezenet_ssdr7i.4xlarge246810SE +/- 0.00, N = 38.41MIN: 8.06 / MAX: 8.961. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20230517Target: Vulkan GPU - Model: yolov4-tinyr7i.4xlarge48121620SE +/- 0.05, N = 317.84MIN: 17.21 / MAX: 23.871. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20230517Target: Vulkan GPUv2-yolov3v2-yolov3 - Model: mobilenetv2-yolov3r7i.4xlarge3691215SE +/- 0.04, N = 311.12MIN: 10.75 / MAX: 16.331. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20230517Target: Vulkan GPU - Model: resnet50r7i.4xlarge48121620SE +/- 0.03, N = 313.73MIN: 13.36 / MAX: 16.861. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20230517Target: Vulkan GPU - Model: alexnetr7i.4xlarge1.0622.1243.1864.2485.31SE +/- 0.02, N = 34.72MIN: 4.51 / MAX: 6.781. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20230517Target: Vulkan GPU - Model: resnet18r7i.4xlarge246810SE +/- 0.14, N = 36.90MIN: 6.51 / MAX: 7.981. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20230517Target: Vulkan GPU - Model: vgg16r7i.4xlarge714212835SE +/- 1.04, N = 328.53MIN: 26.5 / MAX: 40.991. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20230517Target: Vulkan GPU - Model: googlenetr7i.4xlarge3691215SE +/- 0.12, N = 39.97MIN: 9.45 / MAX: 11.071. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20230517Target: Vulkan GPU - Model: blazefacer7i.4xlarge0.2790.5580.8371.1161.395SE +/- 0.04, N = 31.24MIN: 1.14 / MAX: 1.471. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20230517Target: Vulkan GPU - Model: efficientnet-b0r7i.4xlarge1.05532.11063.16594.22125.2765SE +/- 0.03, N = 34.69MIN: 4.5 / MAX: 6.821. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20230517Target: Vulkan GPU - Model: mnasnetr7i.4xlarge0.78981.57962.36943.15923.949SE +/- 0.02, N = 33.51MIN: 3.33 / MAX: 3.921. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20230517Target: Vulkan GPU - Model: shufflenet-v2r7i.4xlarge0.7651.532.2953.063.825SE +/- 0.02, N = 33.40MIN: 3.26 / MAX: 3.711. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20230517Target: Vulkan GPU-v3-v3 - Model: mobilenet-v3r7i.4xlarge0.78751.5752.36253.153.9375SE +/- 0.01, N = 33.50MIN: 3.32 / MAX: 5.631. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20230517Target: Vulkan GPU-v2-v2 - Model: mobilenet-v2r7i.4xlarge0.85281.70562.55843.41124.264SE +/- 0.01, N = 33.79MIN: 3.64 / MAX: 4.11. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20230517Target: Vulkan GPU - Model: mobilenetr7i.4xlarge3691215SE +/- 0.04, N = 311.12MIN: 10.75 / MAX: 16.331. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20230517Target: CPU - Model: FastestDetr7i.4xlarge0.91131.82262.73393.64524.5565SE +/- 0.03, N = 34.05MIN: 3.87 / MAX: 4.371. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20230517Target: CPU - Model: vision_transformerr7i.4xlarge20406080100SE +/- 0.99, N = 381.01MIN: 77.9 / MAX: 134.731. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20230517Target: CPU - Model: regnety_400mr7i.4xlarge246810SE +/- 0.10, N = 38.78MIN: 8.38 / MAX: 13.771. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20230517Target: CPU - Model: squeezenet_ssdr7i.4xlarge246810SE +/- 0.13, N = 38.45MIN: 7.93 / MAX: 11.671. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20230517Target: CPU - Model: yolov4-tinyr7i.4xlarge48121620SE +/- 0.04, N = 317.87MIN: 17.08 / MAX: 27.511. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20230517Target: CPUv2-yolov3v2-yolov3 - Model: mobilenetv2-yolov3r7i.4xlarge3691215SE +/- 0.04, N = 311.11MIN: 10.41 / MAX: 13.141. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20230517Target: CPU - Model: resnet50r7i.4xlarge48121620SE +/- 0.16, N = 313.87MIN: 13.06 / MAX: 21.451. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20230517Target: CPU - Model: alexnetr7i.4xlarge1.06432.12863.19294.25725.3215SE +/- 0.04, N = 34.73MIN: 4.52 / MAX: 5.141. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20230517Target: CPU - Model: resnet18r7i.4xlarge246810SE +/- 0.08, N = 36.80MIN: 6.23 / MAX: 8.431. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20230517Target: CPU - Model: vgg16r7i.4xlarge612182430SE +/- 0.17, N = 327.40MIN: 25.36 / MAX: 28.921. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20230517Target: CPU - Model: googlenetr7i.4xlarge3691215SE +/- 0.12, N = 39.93MIN: 9.49 / MAX: 12.151. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20230517Target: CPU - Model: blazefacer7i.4xlarge0.27680.55360.83041.10721.384SE +/- 0.02, N = 31.23MIN: 1.14 / MAX: 1.361. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20230517Target: CPU - Model: efficientnet-b0r7i.4xlarge1.05532.11063.16594.22125.2765SE +/- 0.02, N = 34.69MIN: 4.51 / MAX: 5.251. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20230517Target: CPU - Model: mnasnetr7i.4xlarge0.78981.57962.36943.15923.949SE +/- 0.01, N = 33.51MIN: 3.3 / MAX: 3.781. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20230517Target: CPU - Model: shufflenet-v2r7i.4xlarge0.76731.53462.30193.06923.8365SE +/- 0.01, N = 33.41MIN: 3.27 / MAX: 3.671. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20230517Target: CPU-v3-v3 - Model: mobilenet-v3r7i.4xlarge0.78751.5752.36253.153.9375SE +/- 0.01, N = 33.50MIN: 3.34 / MAX: 3.931. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20230517Target: CPU-v2-v2 - Model: mobilenet-v2r7i.4xlarge0.85281.70562.55843.41124.264SE +/- 0.01, N = 33.79MIN: 3.6 / MAX: 4.091. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20230517Target: CPU - Model: mobilenetr7i.4xlarge3691215SE +/- 0.04, N = 311.11MIN: 10.41 / MAX: 13.141. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

Redis 7.0.12 + memtier_benchmark

Memtier_benchmark is a NoSQL Redis/Memcache traffic generation plus benchmarking tool developed by Redis Labs. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgOps/sec, More Is BetterRedis 7.0.12 + memtier_benchmark 2.0Protocol: Redis - Clients: 500 - Set To Get Ratio: 1:1r7i.4xlarge500K1000K1500K2000K2500KSE +/- 16065.04, N = 32295626.881. (CXX) g++ options: -O2 -levent_openssl -levent -lcrypto -lssl -lpthread -lz -lpcre

OpenBenchmarking.orgOps/sec, More Is BetterRedis 7.0.12 + memtier_benchmark 2.0Protocol: Redis - Clients: 500 - Set To Get Ratio: 10:1r7i.4xlarge500K1000K1500K2000K2500KSE +/- 24880.47, N = 32161766.831. (CXX) g++ options: -O2 -levent_openssl -levent -lcrypto -lssl -lpthread -lz -lpcre

OpenBenchmarking.orgOps/sec, More Is BetterRedis 7.0.12 + memtier_benchmark 2.0Protocol: Redis - Clients: 500 - Set To Get Ratio: 5:1r7i.4xlarge500K1000K1500K2000K2500KSE +/- 19019.95, N = 32186007.531. (CXX) g++ options: -O2 -levent_openssl -levent -lcrypto -lssl -lpthread -lz -lpcre

InfluxDB

This is a benchmark of the InfluxDB open-source time-series database optimized for fast, high-availability storage for IoT and other use-cases. The InfluxDB test profile makes use of InfluxDB Inch for facilitating the benchmarks. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgval/sec, More Is BetterInfluxDB 1.8.2Concurrent Streams: 1024 - Batch Size: 10000 - Tags: 2,5000,1 - Points Per Series: 10000r7i.4xlarge300K600K900K1200K1500KSE +/- 5146.39, N = 31546093.6

OpenBenchmarking.orgval/sec, More Is BetterInfluxDB 1.8.2Concurrent Streams: 64 - Batch Size: 10000 - Tags: 2,5000,1 - Points Per Series: 10000r7i.4xlarge300K600K900K1200K1500KSE +/- 6039.83, N = 31549335.1

Redis 7.0.12 + memtier_benchmark

Memtier_benchmark is a NoSQL Redis/Memcache traffic generation plus benchmarking tool developed by Redis Labs. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgOps/sec, More Is BetterRedis 7.0.12 + memtier_benchmark 2.0Protocol: Redis - Clients: 500 - Set To Get Ratio: 1:10r7i.4xlarge500K1000K1500K2000K2500KSE +/- 19113.45, N = 32368097.341. (CXX) g++ options: -O2 -levent_openssl -levent -lcrypto -lssl -lpthread -lz -lpcre

VVenC

OpenBenchmarking.orgFrames Per Second, More Is BetterVVenC 1.11Video Input: Bosphorus 4K - Video Preset: Fasterr7i.4xlarge246810SE +/- 0.009, N = 38.7361. (CXX) g++ options: -O3 -flto=auto -fno-fat-lto-objects

PyPerformance

PyPerformance is the reference Python performance benchmark suite. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: python_startupr7i.4xlarge246810SE +/- 0.01, N = 38.19

Redis 7.0.12 + memtier_benchmark

Memtier_benchmark is a NoSQL Redis/Memcache traffic generation plus benchmarking tool developed by Redis Labs. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgOps/sec, More Is BetterRedis 7.0.12 + memtier_benchmark 2.0Protocol: Redis - Clients: 100 - Set To Get Ratio: 1:10r7i.4xlarge500K1000K1500K2000K2500KSE +/- 13079.42, N = 32384658.051. (CXX) g++ options: -O2 -levent_openssl -levent -lcrypto -lssl -lpthread -lz -lpcre

OpenBenchmarking.orgOps/sec, More Is BetterRedis 7.0.12 + memtier_benchmark 2.0Protocol: Redis - Clients: 100 - Set To Get Ratio: 10:1r7i.4xlarge500K1000K1500K2000K2500KSE +/- 11463.47, N = 32165021.051. (CXX) g++ options: -O2 -levent_openssl -levent -lcrypto -lssl -lpthread -lz -lpcre

OpenBenchmarking.orgOps/sec, More Is BetterRedis 7.0.12 + memtier_benchmark 2.0Protocol: Redis - Clients: 100 - Set To Get Ratio: 5:1r7i.4xlarge500K1000K1500K2000K2500KSE +/- 30025.82, N = 32116120.691. (CXX) g++ options: -O2 -levent_openssl -levent -lcrypto -lssl -lpthread -lz -lpcre

OpenBenchmarking.orgOps/sec, More Is BetterRedis 7.0.12 + memtier_benchmark 2.0Protocol: Redis - Clients: 100 - Set To Get Ratio: 1:1r7i.4xlarge500K1000K1500K2000K2500KSE +/- 5709.75, N = 32202452.491. (CXX) g++ options: -O2 -levent_openssl -levent -lcrypto -lssl -lpthread -lz -lpcre

OpenBenchmarking.orgOps/sec, More Is BetterRedis 7.0.12 + memtier_benchmark 2.0Protocol: Redis - Clients: 50 - Set To Get Ratio: 10:1r7i.4xlarge500K1000K1500K2000K2500KSE +/- 23249.68, N = 32101402.101. (CXX) g++ options: -O2 -levent_openssl -levent -lcrypto -lssl -lpthread -lz -lpcre

OpenBenchmarking.orgOps/sec, More Is BetterRedis 7.0.12 + memtier_benchmark 2.0Protocol: Redis - Clients: 50 - Set To Get Ratio: 1:10r7i.4xlarge500K1000K1500K2000K2500KSE +/- 17407.22, N = 32288104.641. (CXX) g++ options: -O2 -levent_openssl -levent -lcrypto -lssl -lpthread -lz -lpcre

OpenBenchmarking.orgOps/sec, More Is BetterRedis 7.0.12 + memtier_benchmark 2.0Protocol: Redis - Clients: 50 - Set To Get Ratio: 1:1r7i.4xlarge500K1000K1500K2000K2500KSE +/- 22644.29, N = 32377859.951. (CXX) g++ options: -O2 -levent_openssl -levent -lcrypto -lssl -lpthread -lz -lpcre

OpenBenchmarking.orgOps/sec, More Is BetterRedis 7.0.12 + memtier_benchmark 2.0Protocol: Redis - Clients: 50 - Set To Get Ratio: 1:5r7i.4xlarge500K1000K1500K2000K2500KSE +/- 23355.13, N = 32392374.781. (CXX) g++ options: -O2 -levent_openssl -levent -lcrypto -lssl -lpthread -lz -lpcre

Zstd Compression

This test measures the time needed to compress/decompress a sample file (silesia.tar) using Zstd (Zstandard) compression with options for different compression levels / settings. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMB/s, More Is BetterZstd Compression 1.5.4Compression Level: 19 - Decompression Speedr7i.4xlarge30060090012001500SE +/- 5.49, N = 31210.51. (CC) gcc options: -O3 -pthread -lz

OpenBenchmarking.orgMB/s, More Is BetterZstd Compression 1.5.4Compression Level: 19 - Compression Speedr7i.4xlarge3691215SE +/- 0.15, N = 312.71. (CC) gcc options: -O3 -pthread -lz

PyPerformance

PyPerformance is the reference Python performance benchmark suite. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: raytracer7i.4xlarge80160240320400SE +/- 1.00, N = 3380

Zstd Compression

This test measures the time needed to compress/decompress a sample file (silesia.tar) using Zstd (Zstandard) compression with options for different compression levels / settings. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMB/s, More Is BetterZstd Compression 1.5.4Compression Level: 19, Long Mode - Decompression Speedr7i.4xlarge30060090012001500SE +/- 2.00, N = 31183.81. (CC) gcc options: -O3 -pthread -lz

OpenBenchmarking.orgMB/s, More Is BetterZstd Compression 1.5.4Compression Level: 19, Long Mode - Compression Speedr7i.4xlarge246810SE +/- 0.05, N = 36.591. (CC) gcc options: -O3 -pthread -lz

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.orgSeconds, Fewer Is BetterC-Ray 1.1Total Time - 4K, 16 Rays Per Pixelr7i.4xlarge1428425670SE +/- 0.02, N = 363.031. (CC) gcc options: -lm -lpthread -O3

CppPerformanceBenchmarks

CppPerformanceBenchmarks is a set of C++ compiler performance benchmarks. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterCppPerformanceBenchmarks 9Test: Stepanov Vectorr7i.4xlarge1428425670SE +/- 0.03, N = 363.331. (CXX) g++ options: -std=c++11 -O3

Zstd Compression

This test measures the time needed to compress/decompress a sample file (silesia.tar) using Zstd (Zstandard) compression with options for different compression levels / settings. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMB/s, More Is BetterZstd Compression 1.5.4Compression Level: 12 - Decompression Speedr7i.4xlarge30060090012001500SE +/- 2.78, N = 31421.71. (CC) gcc options: -O3 -pthread -lz

OpenBenchmarking.orgMB/s, More Is BetterZstd Compression 1.5.4Compression Level: 12 - Compression Speedr7i.4xlarge4080120160200SE +/- 0.33, N = 31981. (CC) gcc options: -O3 -pthread -lz

OpenBenchmarking.orgMB/s, More Is BetterZstd Compression 1.5.4Compression Level: 3 - Decompression Speedr7i.4xlarge30060090012001500SE +/- 5.70, N = 31449.01. (CC) gcc options: -O3 -pthread -lz

OpenBenchmarking.orgMB/s, More Is BetterZstd Compression 1.5.4Compression Level: 3 - Compression Speedr7i.4xlarge400800120016002000SE +/- 12.53, N = 32044.31. (CC) gcc options: -O3 -pthread -lz

OpenBenchmarking.orgMB/s, More Is BetterZstd Compression 1.5.4Compression Level: 3, Long Mode - Decompression Speedr7i.4xlarge30060090012001500SE +/- 0.40, N = 31497.61. (CC) gcc options: -O3 -pthread -lz

OpenBenchmarking.orgMB/s, More Is BetterZstd Compression 1.5.4Compression Level: 3, Long Mode - Compression Speedr7i.4xlarge2004006008001000SE +/- 1.80, N = 3835.21. (CC) gcc options: -O3 -pthread -lz

OpenBenchmarking.orgMB/s, More Is BetterZstd Compression 1.5.4Compression Level: 8 - Decompression Speedr7i.4xlarge30060090012001500SE +/- 2.68, N = 31529.11. (CC) gcc options: -O3 -pthread -lz

OpenBenchmarking.orgMB/s, More Is BetterZstd Compression 1.5.4Compression Level: 8 - Compression Speedr7i.4xlarge120240360480600SE +/- 6.45, N = 3535.71. (CC) gcc options: -O3 -pthread -lz

OpenBenchmarking.orgMB/s, More Is BetterZstd Compression 1.5.4Compression Level: 8, Long Mode - Decompression Speedr7i.4xlarge30060090012001500SE +/- 3.07, N = 31524.61. (CC) gcc options: -O3 -pthread -lz

OpenBenchmarking.orgMB/s, More Is BetterZstd Compression 1.5.4Compression Level: 8, Long Mode - Compression Speedr7i.4xlarge120240360480600SE +/- 0.07, N = 3565.01. (CC) gcc options: -O3 -pthread -lz

GraphicsMagick

OpenBenchmarking.orgIterations Per Minute, More Is BetterGraphicsMagick 1.3.43Operation: Sharpenr7i.4xlarge612182430SE +/- 0.00, N = 3271. (CC) gcc options: -fopenmp -O2 -ljpeg -lXext -lSM -lICE -lX11 -lz -lm -lpthread -lgomp

OpenBenchmarking.orgIterations Per Minute, More Is BetterGraphicsMagick 1.3.43Operation: Swirlr7i.4xlarge306090120150SE +/- 0.00, N = 31211. (CC) gcc options: -fopenmp -O2 -ljpeg -lXext -lSM -lICE -lX11 -lz -lm -lpthread -lgomp

OpenBenchmarking.orgIterations Per Minute, More Is BetterGraphicsMagick 1.3.43Operation: Noise-Gaussianr7i.4xlarge1224364860SE +/- 0.00, N = 3531. (CC) gcc options: -fopenmp -O2 -ljpeg -lXext -lSM -lICE -lX11 -lz -lm -lpthread -lgomp

OpenBenchmarking.orgIterations Per Minute, More Is BetterGraphicsMagick 1.3.43Operation: Enhancedr7i.4xlarge918273645SE +/- 0.00, N = 3381. (CC) gcc options: -fopenmp -O2 -ljpeg -lXext -lSM -lICE -lX11 -lz -lm -lpthread -lgomp

OpenBenchmarking.orgIterations Per Minute, More Is BetterGraphicsMagick 1.3.43Operation: Rotater7i.4xlarge50100150200250SE +/- 1.15, N = 32101. (CC) gcc options: -fopenmp -O2 -ljpeg -lXext -lSM -lICE -lX11 -lz -lm -lpthread -lgomp

OpenBenchmarking.orgIterations Per Minute, More Is BetterGraphicsMagick 1.3.43Operation: Resizingr7i.4xlarge4080120160200SE +/- 0.00, N = 31991. (CC) gcc options: -fopenmp -O2 -ljpeg -lXext -lSM -lICE -lX11 -lz -lm -lpthread -lgomp

OpenBenchmarking.orgIterations Per Minute, More Is BetterGraphicsMagick 1.3.43Operation: HWB Color Spacer7i.4xlarge50100150200250SE +/- 0.00, N = 32171. (CC) gcc options: -fopenmp -O2 -ljpeg -lXext -lSM -lICE -lX11 -lz -lm -lpthread -lgomp

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.orgverify/s, More Is BetterOpenSSL 3.1Algorithm: RSA4096r7i.4xlarge30K60K90K120K150KSE +/- 97.14, N = 3154454.41. (CC) gcc options: -pthread -m64 -O3 -lssl -lcrypto -ldl

OpenBenchmarking.orgsign/s, More Is BetterOpenSSL 3.1Algorithm: RSA4096r7i.4xlarge9001800270036004500SE +/- 3.27, N = 34376.41. (CC) gcc options: -pthread -m64 -O3 -lssl -lcrypto -ldl

Stream

This is a benchmark of Stream, the popular system memory (RAM) benchmark. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMB/s, More Is BetterStream 2013-01-17Type: Copyr7i.4xlarge30K60K90K120K150KSE +/- 84.74, N = 5145926.41. (CC) gcc options: -mcmodel=medium -O3 -march=native -fopenmp

PyPerformance

PyPerformance is the reference Python performance benchmark suite. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: floatr7i.4xlarge20406080100SE +/- 0.93, N = 593.2

VVenC

OpenBenchmarking.orgFrames Per Second, More Is BetterVVenC 1.11Video Input: Bosphorus 1080p - Video Preset: Fastr7i.4xlarge3691215SE +/- 0.03, N = 312.031. (CXX) g++ options: -O3 -flto=auto -fno-fat-lto-objects

PyPerformance

PyPerformance is the reference Python performance benchmark suite. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: 2to3r7i.4xlarge60120180240300SE +/- 0.00, N = 3268

x265

OpenBenchmarking.orgFrames Per Second, More Is Betterx265 3.6Video Input: Bosphorus 4Kr7i.4xlarge3691215SE +/- 0.14, N = 312.831. (CXX) g++ options: -O3 -rdynamic -lpthread -lrt -ldl

PyPerformance

PyPerformance is the reference Python performance benchmark suite. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: gor7i.4xlarge50100150200250SE +/- 0.00, N = 3207

CppPerformanceBenchmarks

CppPerformanceBenchmarks is a set of C++ compiler performance benchmarks. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterCppPerformanceBenchmarks 9Test: Atolr7i.4xlarge918273645SE +/- 0.02, N = 340.771. (CXX) g++ options: -std=c++11 -O3

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.orgGFLOPS/s, More Is Betterlibxsmm 2-1.17-3645M N K: 64r7i.4xlarge60120180240300SE +/- 1.11, N = 3291.81. (CXX) g++ options: -dynamic -Bstatic -static-libgcc -lgomp -lm -lrt -ldl -lquadmath -lstdc++ -pthread -fPIC -std=c++14 -pedantic -O2 -fopenmp -fopenmp-simd -funroll-loops -ftree-vectorize -fdata-sections -ffunction-sections -fvisibility=hidden -march=core-avx2

PyPerformance

PyPerformance is the reference Python performance benchmark suite. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: nbodyr7i.4xlarge20406080100SE +/- 0.03, N = 399.4

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.orgMiB/s, More Is BetterBotan 2.17.3Test: AES-256 - Decryptr7i.4xlarge11002200330044005500SE +/- 0.91, N = 35119.291. (CXX) g++ options: -fstack-protector -m64 -pthread -lbotan-2 -ldl -lrt

OpenBenchmarking.orgMiB/s, More Is BetterBotan 2.17.3Test: AES-256r7i.4xlarge11002200330044005500SE +/- 0.31, N = 35132.151. (CXX) g++ options: -fstack-protector -m64 -pthread -lbotan-2 -ldl -lrt

PyPerformance

PyPerformance is the reference Python performance benchmark suite. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: django_templater7i.4xlarge918273645SE +/- 0.03, N = 339.5

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: json_loadsr7i.4xlarge48121620SE +/- 0.03, N = 317.9

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.orgMflops, More Is BetterSciMark 2.0Computational Test: Compositer7i.4xlarge2004006008001000SE +/- 1.64, N = 3929.361. (CC) gcc options: -lm

PyPerformance

PyPerformance is the reference Python performance benchmark suite. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: crypto_pyaesr7i.4xlarge20406080100SE +/- 0.07, N = 389.8

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: chaosr7i.4xlarge20406080100SE +/- 0.00, N = 386.2

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.orgMiB/s, More Is BetterBotan 2.17.3Test: ChaCha20Poly1305 - Decryptr7i.4xlarge2004006008001000SE +/- 0.13, N = 3816.481. (CXX) g++ options: -fstack-protector -m64 -pthread -lbotan-2 -ldl -lrt

OpenBenchmarking.orgMiB/s, More Is BetterBotan 2.17.3Test: ChaCha20Poly1305r7i.4xlarge2004006008001000SE +/- 0.09, N = 3811.451. (CXX) g++ options: -fstack-protector -m64 -pthread -lbotan-2 -ldl -lrt

OpenBenchmarking.orgMiB/s, More Is BetterBotan 2.17.3Test: Blowfish - Decryptr7i.4xlarge80160240320400SE +/- 0.13, N = 3388.881. (CXX) g++ options: -fstack-protector -m64 -pthread -lbotan-2 -ldl -lrt

OpenBenchmarking.orgMiB/s, More Is BetterBotan 2.17.3Test: Blowfishr7i.4xlarge80160240320400SE +/- 0.06, N = 3389.041. (CXX) g++ options: -fstack-protector -m64 -pthread -lbotan-2 -ldl -lrt

OpenBenchmarking.orgMiB/s, More Is BetterBotan 2.17.3Test: Twofish - Decryptr7i.4xlarge70140210280350SE +/- 0.18, N = 3326.701. (CXX) g++ options: -fstack-protector -m64 -pthread -lbotan-2 -ldl -lrt

OpenBenchmarking.orgMiB/s, More Is BetterBotan 2.17.3Test: Twofishr7i.4xlarge70140210280350SE +/- 0.12, N = 3321.861. (CXX) g++ options: -fstack-protector -m64 -pthread -lbotan-2 -ldl -lrt

OpenBenchmarking.orgMiB/s, More Is BetterBotan 2.17.3Test: CAST-256 - Decryptr7i.4xlarge306090120150SE +/- 0.02, N = 3122.811. (CXX) g++ options: -fstack-protector -m64 -pthread -lbotan-2 -ldl -lrt

OpenBenchmarking.orgMiB/s, More Is BetterBotan 2.17.3Test: CAST-256r7i.4xlarge306090120150SE +/- 0.09, N = 3122.691. (CXX) g++ options: -fstack-protector -m64 -pthread -lbotan-2 -ldl -lrt

OpenBenchmarking.orgMiB/s, More Is BetterBotan 2.17.3Test: KASUMI - Decryptr7i.4xlarge20406080100SE +/- 0.01, N = 386.251. (CXX) g++ options: -fstack-protector -m64 -pthread -lbotan-2 -ldl -lrt

OpenBenchmarking.orgMiB/s, More Is BetterBotan 2.17.3Test: KASUMIr7i.4xlarge20406080100SE +/- 0.03, N = 390.601. (CXX) g++ options: -fstack-protector -m64 -pthread -lbotan-2 -ldl -lrt

CppPerformanceBenchmarks

CppPerformanceBenchmarks is a set of C++ compiler performance benchmarks. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterCppPerformanceBenchmarks 9Test: Ctyper7i.4xlarge714212835SE +/- 0.12, N = 328.821. (CXX) g++ options: -std=c++11 -O3

PyPerformance

PyPerformance is the reference Python performance benchmark suite. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: regex_compiler7i.4xlarge306090120150SE +/- 0.00, N = 3140

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.orgGFLOPS/s, More Is Betterlibxsmm 2-1.17-3645M N K: 32r7i.4xlarge50100150200250SE +/- 0.74, N = 3215.21. (CXX) g++ options: -dynamic -Bstatic -static-libgcc -lgomp -lm -lrt -ldl -lquadmath -lstdc++ -pthread -fPIC -std=c++14 -pedantic -O2 -fopenmp -fopenmp-simd -funroll-loops -ftree-vectorize -fdata-sections -ffunction-sections -fvisibility=hidden -march=core-avx2

libjpeg-turbo tjbench

tjbench is a JPEG decompression/compression benchmark that is part of libjpeg-turbo, a JPEG image codec library optimized for SIMD instructions on modern CPU architectures. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMegapixels/sec, More Is Betterlibjpeg-turbo tjbench 2.1.0Test: Decompression Throughputr7i.4xlarge4080120160200SE +/- 0.09, N = 3194.831. (CC) gcc options: -O3 -rdynamic

LZ4 Compression

This test measures the time needed to compress/decompress a sample file (silesia archive) using LZ4 compression. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMB/s, More Is BetterLZ4 Compression 1.9.4Compression Level: 9 - Decompression Speedr7i.4xlarge8001600240032004000SE +/- 1.00, N = 33827.21. (CC) gcc options: -O3

OpenBenchmarking.orgMB/s, More Is BetterLZ4 Compression 1.9.4Compression Level: 9 - Compression Speedr7i.4xlarge816243240SE +/- 0.02, N = 334.201. (CC) gcc options: -O3

CppPerformanceBenchmarks

CppPerformanceBenchmarks is a set of C++ compiler performance benchmarks. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterCppPerformanceBenchmarks 9Test: Stepanov Abstractionr7i.4xlarge612182430SE +/- 0.00, N = 323.581. (CXX) g++ options: -std=c++11 -O3

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.orgMB/s, More Is BetterIntel Memory Latency Checker 3.10Test: Peak Injection Bandwidth - Stream-Triad Liker7i.4xlarge30K60K90K120K150KSE +/- 155.79, N = 3121484.7

OpenBenchmarking.orgMB/s, More Is BetterIntel Memory Latency Checker 3.10Test: Peak Injection Bandwidth - 1:1 Reads-Writesr7i.4xlarge30K60K90K120K150KSE +/- 433.27, N = 3152020.9

OpenBenchmarking.orgMB/s, More Is BetterIntel Memory Latency Checker 3.10Test: Peak Injection Bandwidth - 2:1 Reads-Writesr7i.4xlarge30K60K90K120K150KSE +/- 229.66, N = 3137915.7

OpenBenchmarking.orgMB/s, More Is BetterIntel Memory Latency Checker 3.10Test: Peak Injection Bandwidth - 3:1 Reads-Writesr7i.4xlarge30K60K90K120K150KSE +/- 203.12, N = 3129544.2

OpenBenchmarking.orgMB/s, More Is BetterIntel Memory Latency Checker 3.10Test: Peak Injection Bandwidth - All Readsr7i.4xlarge20K40K60K80K100KSE +/- 94.01, N = 395050.7

x264

This is a multi-threaded test of the x264 video encoder run on the CPU with a choice of 1080p or 4K video input. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFrames Per Second, More Is Betterx264 2022-02-22Video Input: Bosphorus 4Kr7i.4xlarge612182430SE +/- 0.04, N = 326.091. (CC) gcc options: -ldl -m64 -lm -lpthread -O3 -flto

PyPerformance

PyPerformance is the reference Python performance benchmark suite. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: pathlibr7i.4xlarge48121620SE +/- 0.00, N = 313.9

LZ4 Compression

This test measures the time needed to compress/decompress a sample file (silesia archive) using LZ4 compression. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMB/s, More Is BetterLZ4 Compression 1.9.4Compression Level: 1 - Decompression Speedr7i.4xlarge8001600240032004000SE +/- 1.39, N = 33862.81. (CC) gcc options: -O3

OpenBenchmarking.orgMB/s, More Is BetterLZ4 Compression 1.9.4Compression Level: 1 - Compression Speedr7i.4xlarge140280420560700SE +/- 0.32, N = 3629.291. (CC) gcc options: -O3

OpenBenchmarking.orgMB/s, More Is BetterLZ4 Compression 1.9.4Compression Level: 3 - Decompression Speedr7i.4xlarge8001600240032004000SE +/- 0.80, N = 33633.31. (CC) gcc options: -O3

OpenBenchmarking.orgMB/s, More Is BetterLZ4 Compression 1.9.4Compression Level: 3 - Compression Speedr7i.4xlarge20406080100SE +/- 0.00, N = 3104.351. (CC) gcc options: -O3

PyPerformance

PyPerformance is the reference Python performance benchmark suite. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: pickle_pure_pythonr7i.4xlarge80160240320400SE +/- 0.33, N = 3349

VVenC

OpenBenchmarking.orgFrames Per Second, More Is BetterVVenC 1.11Video Input: Bosphorus 1080p - Video Preset: Fasterr7i.4xlarge714212835SE +/- 0.06, N = 330.571. (CXX) g++ options: -O3 -flto=auto -fno-fat-lto-objects

CppPerformanceBenchmarks

CppPerformanceBenchmarks is a set of C++ compiler performance benchmarks. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterCppPerformanceBenchmarks 9Test: Function Objectsr7i.4xlarge48121620SE +/- 0.01, N = 314.551. (CXX) g++ options: -std=c++11 -O3

x265

OpenBenchmarking.orgFrames Per Second, More Is Betterx265 3.6Video Input: Bosphorus 1080pr7i.4xlarge1326395265SE +/- 0.29, N = 357.001. (CXX) g++ options: -O3 -rdynamic -lpthread -lrt -ldl

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.orgSeconds, Fewer Is BetterSmallpt 1.0Global Illumination Renderer; 128 Samplesr7i.4xlarge3691215SE +/- 0.01, N = 310.291. (CXX) g++ options: -fopenmp -O3

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.orgns, Fewer Is BetterIntel Memory Latency Checker 3.10Test: Idle Latencyr7i.4xlarge306090120150SE +/- 0.03, N = 3126.5

x264

This is a multi-threaded test of the x264 video encoder run on the CPU with a choice of 1080p or 4K video input. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFrames Per Second, More Is Betterx264 2022-02-22Video Input: Bosphorus 1080pr7i.4xlarge306090120150SE +/- 0.42, N = 3112.521. (CC) gcc options: -ldl -m64 -lm -lpthread -O3 -flto

Apache Cassandra

This is a benchmark of the Apache Cassandra NoSQL database management system making use of cassandra-stress. Learn more via the OpenBenchmarking.org test page.

Test: Mixed 1:3

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Test: Mixed 1:1

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GNU GMP GMPbench

GMPbench is a test of the GNU Multiple Precision Arithmetic (GMP) Library. GMPbench is a single-threaded integer benchmark that leverages the GMP library to stress the CPU with widening integer multiplication. Learn more via the OpenBenchmarking.org test page.

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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.

Row Count: 40000000 - Partitions: 2000

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Row Count: 40000000 - Partitions: 1000

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Row Count: 20000000 - Partitions: 2000

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Row Count: 20000000 - Partitions: 1000

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Row Count: 10000000 - Partitions: 2000

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Row Count: 10000000 - Partitions: 1000

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Row Count: 40000000 - Partitions: 500

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Row Count: 40000000 - Partitions: 100

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Row Count: 20000000 - Partitions: 500

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Row Count: 20000000 - Partitions: 100

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Row Count: 10000000 - Partitions: 500

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Row Count: 10000000 - Partitions: 100

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Row Count: 1000000 - Partitions: 2000

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Row Count: 1000000 - Partitions: 1000

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Row Count: 1000000 - Partitions: 500

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Row Count: 1000000 - Partitions: 100

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Apache Cassandra

This is a benchmark of the Apache Cassandra NoSQL database management system making use of cassandra-stress. Learn more via the OpenBenchmarking.org test page.

Test: Writes

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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

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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.orgFinal Score, More Is BetterBlogBench 1.1Test: Writer7i.4xlarge2K4K6K8K10KSE +/- 52.26, N = 3105231. (CC) gcc options: -O2

DaCapo Benchmark

This test runs the DaCapo Benchmarks written in Java and intended to test system/CPU performance of various popular real-world Java workloads. Learn more via the OpenBenchmarking.org test page.

Java Test: H2O In-Memory Platform For Machine Learning

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Java Test: Zxing 1D/2D Barcode Image Processing

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Java Test: BioJava Biological Data Framework

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Java Test: Avrora AVR Simulation Framework

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Java Test: Apache Lucene Search Engine

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Java Test: Apache Lucene Search Index

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Java Test: PMD Source Code Analyzer

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Java Test: FOP Print Formatter

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Java Test: H2 Database Engine

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Java Test: Batik SVG Toolkit

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Java Test: Apache Xalan XSLT

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Java Test: Apache Cassandra

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Java Test: jMonkeyEngine

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Java Test: Apache Tomcat

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Java Test: Apache Kafka

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Java Test: Spring Boot

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Java Test: Tradebeans

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Java Test: Tradesoap

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Java Test: GraphChi

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Java Test: Eclipse

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Java Test: Jython

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Renaissance

Renaissance is a suite of benchmarks designed to test the Java JVM from Apache Spark to a Twitter-like service to Scala and other features. Learn more via the OpenBenchmarking.org test page.

Test: Genetic Algorithm Using Jenetics + Futures

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Test: Akka Unbalanced Cobwebbed Tree

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Test: In-Memory Database Shootout

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Test: Finagle HTTP Requests

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Test: Apache Spark PageRank

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Test: Savina Reactors.IO

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Test: Apache Spark Bayes

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Test: Apache Spark ALS

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Test: ALS Movie Lens

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Test: Random Forest

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Test: Scala Dotty

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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.orgMflops, More Is BetterSciMark 2.0Computational Test: Jacobi Successive Over-Relaxationr7i.4xlarge30060090012001500SE +/- 0.39, N = 31283.591. (CC) gcc options: -lm

OpenBenchmarking.orgMflops, More Is BetterSciMark 2.0Computational Test: Dense LU Matrix Factorizationr7i.4xlarge400800120016002000SE +/- 2.14, N = 31635.741. (CC) gcc options: -lm

OpenBenchmarking.orgMflops, More Is BetterSciMark 2.0Computational Test: Sparse Matrix Multiplyr7i.4xlarge2004006008001000SE +/- 6.13, N = 31102.641. (CC) gcc options: -lm

OpenBenchmarking.orgMflops, More Is BetterSciMark 2.0Computational Test: Fast Fourier Transformr7i.4xlarge100200300400500SE +/- 2.76, N = 3451.511. (CC) gcc options: -lm

OpenBenchmarking.orgMflops, More Is BetterSciMark 2.0Computational Test: Monte Carlor7i.4xlarge4080120160200SE +/- 0.06, N = 3173.361. (CC) gcc options: -lm

Stream

This is a benchmark of Stream, the popular system memory (RAM) benchmark. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMB/s, More Is BetterStream 2013-01-17Type: Addr7i.4xlarge20K40K60K80K100KSE +/- 59.82, N = 5102591.51. (CC) gcc options: -mcmodel=medium -O3 -march=native -fopenmp

OpenBenchmarking.orgMB/s, More Is BetterStream 2013-01-17Type: Triadr7i.4xlarge20K40K60K80K100KSE +/- 66.25, N = 5102686.71. (CC) gcc options: -mcmodel=medium -O3 -march=native -fopenmp

OpenBenchmarking.orgMB/s, More Is BetterStream 2013-01-17Type: Scaler7i.4xlarge20K40K60K80K100KSE +/- 29.85, N = 596126.91. (CC) gcc options: -mcmodel=medium -O3 -march=native -fopenmp

172 Results Shown

libxsmm:
  128
  256
ClickHouse:
  100M Rows Hits Dataset, Third Run
  100M Rows Hits Dataset, Second Run
  100M Rows Hits Dataset, First Run / Cold Cache
CppPerformanceBenchmarks
BlogBench
Stockfish
InfluxDB
OpenSSL
CppPerformanceBenchmarks
OpenSSL:
  ChaCha20-Poly1305
  AES-256-GCM
  AES-128-GCM
  ChaCha20
  SHA512
VVenC
Intel Memory Latency Checker:
  Max Bandwidth - Stream-Triad Like
  Max Bandwidth - 1:1 Reads-Writes
  Max Bandwidth - 2:1 Reads-Writes
  Max Bandwidth - 3:1 Reads-Writes
  Max Bandwidth - All Reads
CacheBench:
  Read / Modify / Write
  Write
  Read
nginx:
  4000
  1000
  500
  200
  100
  20
Redis 7.0.12 + memtier_benchmark:
  Redis - 100 - 1:5
  Redis - 50 - 5:1
  Redis - 500 - 1:5
NCNN:
  Vulkan GPU - FastestDet
  Vulkan GPU - vision_transformer
  Vulkan GPU - regnety_400m
  Vulkan GPU - squeezenet_ssd
  Vulkan GPU - yolov4-tiny
  Vulkan GPUv2-yolov3v2-yolov3 - mobilenetv2-yolov3
  Vulkan GPU - resnet50
  Vulkan GPU - alexnet
  Vulkan GPU - resnet18
  Vulkan GPU - vgg16
  Vulkan GPU - googlenet
  Vulkan GPU - blazeface
  Vulkan GPU - efficientnet-b0
  Vulkan GPU - mnasnet
  Vulkan GPU - shufflenet-v2
  Vulkan GPU-v3-v3 - mobilenet-v3
  Vulkan GPU-v2-v2 - mobilenet-v2
  Vulkan GPU - mobilenet
  CPU - FastestDet
  CPU - vision_transformer
  CPU - regnety_400m
  CPU - squeezenet_ssd
  CPU - yolov4-tiny
  CPUv2-yolov3v2-yolov3 - mobilenetv2-yolov3
  CPU - resnet50
  CPU - alexnet
  CPU - resnet18
  CPU - vgg16
  CPU - googlenet
  CPU - blazeface
  CPU - efficientnet-b0
  CPU - mnasnet
  CPU - shufflenet-v2
  CPU-v3-v3 - mobilenet-v3
  CPU-v2-v2 - mobilenet-v2
  CPU - mobilenet
Redis 7.0.12 + memtier_benchmark:
  Redis - 500 - 1:1
  Redis - 500 - 10:1
  Redis - 500 - 5:1
InfluxDB:
  1024 - 10000 - 2,5000,1 - 10000
  64 - 10000 - 2,5000,1 - 10000
Redis 7.0.12 + memtier_benchmark
VVenC
PyPerformance
Redis 7.0.12 + memtier_benchmark:
  Redis - 100 - 1:10
  Redis - 100 - 10:1
  Redis - 100 - 5:1
  Redis - 100 - 1:1
  Redis - 50 - 10:1
  Redis - 50 - 1:10
  Redis - 50 - 1:1
  Redis - 50 - 1:5
Zstd Compression:
  19 - Decompression Speed
  19 - Compression Speed
PyPerformance
Zstd Compression:
  19, Long Mode - Decompression Speed
  19, Long Mode - Compression Speed
C-Ray
CppPerformanceBenchmarks
Zstd Compression:
  12 - Decompression Speed
  12 - Compression Speed
  3 - Decompression Speed
  3 - Compression Speed
  3, Long Mode - Decompression Speed
  3, Long Mode - Compression Speed
  8 - Decompression Speed
  8 - Compression Speed
  8, Long Mode - Decompression Speed
  8, Long Mode - Compression Speed
GraphicsMagick:
  Sharpen
  Swirl
  Noise-Gaussian
  Enhanced
  Rotate
  Resizing
  HWB Color Space
OpenSSL:
  RSA4096:
    verify/s
    sign/s
Stream
PyPerformance
VVenC
PyPerformance
x265
PyPerformance
CppPerformanceBenchmarks
libxsmm
PyPerformance
Botan:
  AES-256 - Decrypt
  AES-256
PyPerformance:
  django_template
  json_loads
SciMark
PyPerformance:
  crypto_pyaes
  chaos
Botan:
  ChaCha20Poly1305 - Decrypt
  ChaCha20Poly1305
  Blowfish - Decrypt
  Blowfish
  Twofish - Decrypt
  Twofish
  CAST-256 - Decrypt
  CAST-256
  KASUMI - Decrypt
  KASUMI
CppPerformanceBenchmarks
PyPerformance
libxsmm
libjpeg-turbo tjbench
LZ4 Compression:
  9 - Decompression Speed
  9 - Compression Speed
CppPerformanceBenchmarks
Intel Memory Latency Checker:
  Peak Injection Bandwidth - Stream-Triad Like
  Peak Injection Bandwidth - 1:1 Reads-Writes
  Peak Injection Bandwidth - 2:1 Reads-Writes
  Peak Injection Bandwidth - 3:1 Reads-Writes
  Peak Injection Bandwidth - All Reads
x264
PyPerformance
LZ4 Compression:
  1 - Decompression Speed
  1 - Compression Speed
  3 - Decompression Speed
  3 - Compression Speed
PyPerformance
VVenC
CppPerformanceBenchmarks
x265
Smallpt
Intel Memory Latency Checker
x264
BlogBench
SciMark:
  Jacobi Successive Over-Relaxation
  Dense LU Matrix Factorization
  Sparse Matrix Multiply
  Fast Fourier Transform
  Monte Carlo
Stream:
  Add
  Triad
  Scale

r7i.4xlarge

Processor: Intel Xeon Platinum 8488C (8 Cores / 16 Threads), Motherboard: Amazon EC2 r7i.4xlarge (1.0 BIOS), Chipset: Intel 440FX 82441FX PMC, Memory: 1 x 128 GB DDR5-4800MT/s, Disk: 215GB Amazon Elastic Block Store, Network: Amazon Elastic

OS: Amazon Linux 2023.4.20240401, Kernel: 6.1.82-99.168.amzn2023.x86_64 (x86_64), Compiler: GCC 11.4.1 20230605, File-System: xfs, System Layer: amazon

Kernel Notes: Transparent Huge Pages: madvise
Compiler Notes: --build=x86_64-amazon-linux --disable-libunwind-exceptions --enable-__cxa_atexit --enable-bootstrap --enable-cet --enable-checking=release --enable-gnu-indirect-function --enable-gnu-unique-object --enable-initfini-array --enable-languages=c,c++,fortran,lto --enable-multilib --enable-offload-targets=nvptx-none --enable-plugin --enable-shared --enable-threads=posix --mandir=/usr/share/man --with-arch_32=x86-64 --with-arch_64=x86-64-v2 --with-gcc-major-version-only --with-linker-hash-style=gnu --with-tune=generic --without-cuda-driver
Processor Notes: CPU Microcode: 0x2b000590
Security Notes: gather_data_sampling: Not affected + itlb_multihit: Not affected + l1tf: Not affected + mds: Not affected + meltdown: Not affected + mmio_stale_data: Not affected + reg_file_data_sampling: Not affected + retbleed: Not affected + spec_rstack_overflow: Not affected + spec_store_bypass: Mitigation of SSB disabled via prctl + spectre_v1: Mitigation of usercopy/swapgs barriers and __user pointer sanitization + spectre_v2: Mitigation of Enhanced IBRS IBPB: conditional RSB filling PBRSB-eIBRS: SW sequence + srbds: Not affected + tsx_async_abort: Not affected

Testing initiated at 10 April 2024 05:55 by user root.