r6g.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 2404102-NE-R6G4XLARG31
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r6g.4xlarge
April 10
  22 Hours, 50 Minutes
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r6g.4xlargeOpenBenchmarking.orgPhoronix Test SuiteARMv8 Neoverse-N1 (16 Cores)Amazon EC2 r6g.4xlarge (1.0 BIOS)Amazon Device 0200128GB215GB Amazon Elastic Block StoreAmazon ElasticAmazon Linux 2023.4.202404016.1.82-99.168.amzn2023.aarch64 (aarch64) 20240325GCC 11.4.1 20230605xfsamazonProcessorMotherboardChipsetMemoryDiskNetworkOSKernelCompilerFile-SystemSystem LayerR6g.4xlarge BenchmarksSystem Logs- Transparent Huge Pages: madvise- --build=aarch64-amazon-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 --with-arch=armv8.2-a+crypto --with-gcc-major-version-only --with-linker-hash-style=gnu --with-tune=neoverse-n1 - 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 __user pointer sanitization + spectre_v2: Mitigation of CSV2 BHB + srbds: Not affected + tsx_async_abort: Not affected

r6g.4xlargelibxsmm: 256libxsmm: 128clickhouse: 100M Rows Hits Dataset, Third Runclickhouse: 100M Rows Hits Dataset, Second Runclickhouse: 100M Rows Hits Dataset, First Run / Cold Cachecpp-perf-bench: Rand Numbersstockfish: Chess Benchmarkcpp-perf-bench: Math Libraryvvenc: Bosphorus 4K - Fastmemtier-benchmark: Redis - 500 - 10:1memtier-benchmark: Redis - 500 - 1:1memtier-benchmark: Redis - 500 - 5:1memtier-benchmark: Redis - 500 - 1:10compress-zstd: 19 - Decompression Speedcompress-zstd: 19 - Compression Speedblogbench: Readmemtier-benchmark: Redis - 100 - 1:10compress-zstd: 19, Long Mode - Decompression Speedcompress-zstd: 19, Long Mode - Compression Speedvvenc: Bosphorus 4K - Fasteropenssl: ChaCha20-Poly1305openssl: AES-256-GCMopenssl: AES-128-GCMopenssl: ChaCha20openssl: SHA512openssl: SHA256vvenc: Bosphorus 1080p - Fastpyperformance: raytracecachebench: Read / Modify / Writecachebench: Writecachebench: Readinfluxdb: 4 - 10000 - 2,5000,1 - 10000influxdb: 64 - 10000 - 2,5000,1 - 10000influxdb: 1024 - 10000 - 2,5000,1 - 10000pyperformance: python_startupcpp-perf-bench: Stepanov Vectorpyperformance: 2to3nginx: 4000nginx: 1000cpp-perf-bench: Atolnginx: 500nginx: 200nginx: 100nginx: 20pyperformance: gocpp-perf-bench: Ctypevvenc: Bosphorus 1080p - Fasterx265: Bosphorus 4Kmemtier-benchmark: Redis - 500 - 1:5memtier-benchmark: Redis - 100 - 10:1memtier-benchmark: Redis - 100 - 5:1memtier-benchmark: Redis - 100 - 1:1memtier-benchmark: Redis - 100 - 1:5memtier-benchmark: Redis - 50 - 10:1memtier-benchmark: Redis - 50 - 5:1memtier-benchmark: Redis - 50 - 1:1memtier-benchmark: Redis - 50 - 1:10memtier-benchmark: Redis - 50 - 1:5compress-zstd: 12 - Decompression Speedcompress-zstd: 12 - Compression Speedc-ray: Total Time - 4K, 16 Rays Per Pixelcompress-zstd: 8, Long Mode - Decompression Speedcompress-zstd: 8, Long Mode - Compression Speedcompress-zstd: 3 - Decompression Speedcompress-zstd: 3 - Compression Speedcompress-zstd: 8 - Decompression Speedcompress-zstd: 8 - Compression Speedcompress-zstd: 3, Long Mode - Decompression Speedcompress-zstd: 3, Long Mode - Compression Speedgraphics-magick: Sharpengraphics-magick: Noise-Gaussiangraphics-magick: Swirlgraphics-magick: Rotategraphics-magick: HWB Color Spacegraphics-magick: Resizingopenssl: RSA4096openssl: RSA4096graphics-magick: Enhancedncnn: 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 - mobilenetlibxsmm: 64pyperformance: regex_compilepyperformance: nbodypyperformance: django_templatecpp-perf-bench: Stepanov Abstractionpyperformance: floatpyperformance: crypto_pyaespyperformance: chaoslibxsmm: 32botan: AES-256 - Decryptbotan: AES-256compress-lz4: 9 - Decompression Speedcompress-lz4: 9 - Compression Speedx264: Bosphorus 4Kbotan: Blowfish - Decryptbotan: Blowfishbotan: Twofish - Decryptbotan: Twofishbotan: ChaCha20Poly1305 - Decryptbotan: ChaCha20Poly1305botan: CAST-256 - Decryptbotan: CAST-256botan: KASUMI - Decryptbotan: KASUMIpyperformance: pathlibscimark2: Compositecompress-lz4: 3 - Decompression Speedcompress-lz4: 3 - Compression Speedpyperformance: pickle_pure_pythoncompress-lz4: 1 - Decompression Speedcompress-lz4: 1 - Compression Speedpyperformance: json_loadsx265: Bosphorus 1080pcpp-perf-bench: Function Objectssmallpt: Global Illumination Renderer; 128 Samplesstream: Copyx264: Bosphorus 1080pblogbench: Writescimark2: Jacobi Successive Over-Relaxationscimark2: Dense LU Matrix Factorizationscimark2: Sparse Matrix Multiplyscimark2: Fast Fourier Transformscimark2: Monte Carlostream: Addstream: Triadstream: Scaler6g.4xlarge195.6193.7173.74172.74167.511527.6789545114513.4431.2241163292.461244474.801163553.101239372.06577.58.7830057921102905.86594.74.382.810116878144873223099701739725140013168548305573617155013107120875133.89984349943.26862131540.1124029525.606112846280.1868239.9877865.313.6103.33452341597.0946502.4990.39646400.1346386.4844934.2639441.3341977.4287.9917.981216162.20919351.791028622.851091836.031200393.021072272.831106619.441239410.541296678.951328112.15696.9107.962.018785.6386.7767.51364.9781.1346.5794.5558.4485010610918619453955.6662.4352.7490.767.136.1712.888.828.133.523.3313.665.521.683.582.131.982.062.428.822.7090.236.976.4512.838.798.303.533.3213.705.521.673.572.291.992.072.428.79203.924922781.439.506211192178171.52306.6332301.1762147.323.0819.48243.754246.605206.833207.929240.945241.66694.53194.85858.68457.43331.4391.012112.568.047632358.3459.4240.232.6717.37510.429170463.082.4910825971.85393.90386.55103.1299.64167210.0167372.9171629.7OpenBenchmarking.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: 256r6g.4xlarge4080120160200SE +/- 0.35, N = 3195.61. (CXX) g++ options: -dynamic -Bstatic -static-libgcc -lgomp -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=armv8.1-a

OpenBenchmarking.orgGFLOPS/s, More Is Betterlibxsmm 2-1.17-3645M N K: 128r6g.4xlarge4080120160200SE +/- 0.12, N = 3193.71. (CXX) g++ options: -dynamic -Bstatic -static-libgcc -lgomp -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=armv8.1-a

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 Runr6g.4xlarge4080120160200SE +/- 0.54, N = 8173.74MIN: 6.32 / MAX: 4615.38

OpenBenchmarking.orgQueries Per Minute, Geo Mean, More Is BetterClickHouse 22.12.3.5100M Rows Hits Dataset, Second Runr6g.4xlarge4080120160200SE +/- 0.58, N = 8172.74MIN: 6.23 / MAX: 4615.38

OpenBenchmarking.orgQueries Per Minute, Geo Mean, More Is BetterClickHouse 22.12.3.5100M Rows Hits Dataset, First Run / Cold Cacher6g.4xlarge4080120160200SE +/- 1.42, N = 8167.51MIN: 6.29 / MAX: 4615.38

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 Numbersr6g.4xlarge30060090012001500SE +/- 0.04, N = 31527.681. (CXX) g++ options: -std=c++11 -O3

Stockfish

OpenBenchmarking.orgNodes Per Second, More Is BetterStockfish 16.1Chess Benchmarkr6g.4xlarge2M4M6M8M10MSE +/- 115262.87, N = 1295451141. (CXX) g++ options: -lgcov -lpthread -fno-exceptions -std=c++17 -fno-peel-loops -fno-tracer -pedantic -O3 -funroll-loops -flto -flto-partition=one -flto=jobserver

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 Libraryr6g.4xlarge110220330440550SE +/- 0.18, N = 3513.441. (CXX) g++ options: -std=c++11 -O3

VVenC

OpenBenchmarking.orgFrames Per Second, More Is BetterVVenC 1.11Video Input: Bosphorus 4K - Video Preset: Fastr6g.4xlarge0.27540.55080.82621.10161.377SE +/- 0.001, N = 31.2241. (CXX) g++ options: -O3 -flto=auto -fno-fat-lto-objects

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: 10:1r6g.4xlarge200K400K600K800K1000KSE +/- 36599.91, N = 151163292.461. (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: 1:1r6g.4xlarge300K600K900K1200K1500KSE +/- 31551.84, N = 151244474.801. (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: 5:1r6g.4xlarge200K400K600K800K1000KSE +/- 30648.83, N = 151163553.101. (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: 500 - Set To Get Ratio: 1:10r6g.4xlarge300K600K900K1200K1500KSE +/- 11055.97, N = 151239372.061. (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 Speedr6g.4xlarge120240360480600SE +/- 10.76, N = 15577.51. (CC) gcc options: -O3 -pthread -lz

OpenBenchmarking.orgMB/s, More Is BetterZstd Compression 1.5.4Compression Level: 19 - Compression Speedr6g.4xlarge246810SE +/- 0.13, N = 158.781. (CC) gcc options: -O3 -pthread -lz

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: Readr6g.4xlarge600K1200K1800K2400K3000KSE +/- 37964.88, N = 330057921. (CC) gcc options: -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: 1:10r6g.4xlarge200K400K600K800K1000KSE +/- 8568.69, N = 151102905.861. (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, Long Mode - Decompression Speedr6g.4xlarge130260390520650SE +/- 9.91, N = 12594.71. (CC) gcc options: -O3 -pthread -lz

OpenBenchmarking.orgMB/s, More Is BetterZstd Compression 1.5.4Compression Level: 19, Long Mode - Compression Speedr6g.4xlarge0.98551.9712.95653.9424.9275SE +/- 0.08, N = 124.381. (CC) gcc options: -O3 -pthread -lz

VVenC

OpenBenchmarking.orgFrames Per Second, More Is BetterVVenC 1.11Video Input: Bosphorus 4K - Video Preset: Fasterr6g.4xlarge0.63231.26461.89692.52923.1615SE +/- 0.009, N = 32.8101. (CXX) g++ options: -O3 -flto=auto -fno-fat-lto-objects

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-Poly1305r6g.4xlarge3000M6000M9000M12000M15000MSE +/- 413593.98, N = 3116878144871. (CC) gcc options: -pthread -O3 -lssl -lcrypto -ldl

OpenBenchmarking.orgbyte/s, More Is BetterOpenSSL 3.1Algorithm: AES-256-GCMr6g.4xlarge7000M14000M21000M28000M35000MSE +/- 1329248.61, N = 3322309970171. (CC) gcc options: -pthread -O3 -lssl -lcrypto -ldl

OpenBenchmarking.orgbyte/s, More Is BetterOpenSSL 3.1Algorithm: AES-128-GCMr6g.4xlarge9000M18000M27000M36000M45000MSE +/- 559313.01, N = 3397251400131. (CC) gcc options: -pthread -O3 -lssl -lcrypto -ldl

OpenBenchmarking.orgbyte/s, More Is BetterOpenSSL 3.1Algorithm: ChaCha20r6g.4xlarge4000M8000M12000M16000M20000MSE +/- 1709996.43, N = 3168548305571. (CC) gcc options: -pthread -O3 -lssl -lcrypto -ldl

OpenBenchmarking.orgbyte/s, More Is BetterOpenSSL 3.1Algorithm: SHA512r6g.4xlarge800M1600M2400M3200M4000MSE +/- 4271017.01, N = 336171550131. (CC) gcc options: -pthread -O3 -lssl -lcrypto -ldl

OpenBenchmarking.orgbyte/s, More Is BetterOpenSSL 3.1Algorithm: SHA256r6g.4xlarge2000M4000M6000M8000M10000MSE +/- 5404104.00, N = 3107120875131. (CC) gcc options: -pthread -O3 -lssl -lcrypto -ldl

VVenC

OpenBenchmarking.orgFrames Per Second, More Is BetterVVenC 1.11Video Input: Bosphorus 1080p - Video Preset: Fastr6g.4xlarge0.87731.75462.63193.50924.3865SE +/- 0.006, N = 33.8991. (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: raytracer6g.4xlarge2004006008001000SE +/- 0.33, N = 3843

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 / Writer6g.4xlarge11K22K33K44K55KSE +/- 2.82, N = 349943.27MIN: 49108.87 / MAX: 50609.951. (CC) gcc options: -O3 -lrt

OpenBenchmarking.orgMB/s, More Is BetterCacheBenchTest: Writer6g.4xlarge7K14K21K28K35KSE +/- 34.39, N = 331540.11MIN: 28719.67 / MAX: 35222.861. (CC) gcc options: -O3 -lrt

OpenBenchmarking.orgMB/s, More Is BetterCacheBenchTest: Readr6g.4xlarge2K4K6K8K10KSE +/- 0.08, N = 39525.61MIN: 9524.61 / MAX: 9526.781. (CC) gcc options: -O3 -lrt

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: 10000r6g.4xlarge200K400K600K800K1000KSE +/- 2199.38, N = 3846280.1

OpenBenchmarking.orgval/sec, More Is BetterInfluxDB 1.8.2Concurrent Streams: 64 - Batch Size: 10000 - Tags: 2,5000,1 - Points Per Series: 10000r6g.4xlarge200K400K600K800K1000KSE +/- 2390.32, N = 3868239.9

OpenBenchmarking.orgval/sec, More Is BetterInfluxDB 1.8.2Concurrent Streams: 1024 - Batch Size: 10000 - Tags: 2,5000,1 - Points Per Series: 10000r6g.4xlarge200K400K600K800K1000KSE +/- 1290.75, N = 3877865.3

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_startupr6g.4xlarge3691215SE +/- 0.15, N = 513.6

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 Vectorr6g.4xlarge20406080100SE +/- 0.06, N = 3103.331. (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: 2to3r6g.4xlarge110220330440550SE +/- 6.69, N = 3523

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: 4000r6g.4xlarge9K18K27K36K45KSE +/- 107.80, N = 341597.091. (CC) gcc options: -lluajit-5.1 -lm -lssl -lcrypto -lpthread -ldl -std=c99 -O2

OpenBenchmarking.orgRequests Per Second, More Is Betternginx 1.23.2Connections: 1000r6g.4xlarge10K20K30K40K50KSE +/- 114.89, N = 346502.491. (CC) gcc options: -lluajit-5.1 -lm -lssl -lcrypto -lpthread -ldl -std=c99 -O2

CppPerformanceBenchmarks

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

OpenBenchmarking.orgSeconds, Fewer Is BetterCppPerformanceBenchmarks 9Test: Atolr6g.4xlarge20406080100SE +/- 0.25, N = 390.401. (CXX) g++ options: -std=c++11 -O3

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: 500r6g.4xlarge10K20K30K40K50KSE +/- 69.93, N = 346400.131. (CC) gcc options: -lluajit-5.1 -lm -lssl -lcrypto -lpthread -ldl -std=c99 -O2

OpenBenchmarking.orgRequests Per Second, More Is Betternginx 1.23.2Connections: 200r6g.4xlarge10K20K30K40K50KSE +/- 549.92, N = 346386.481. (CC) gcc options: -lluajit-5.1 -lm -lssl -lcrypto -lpthread -ldl -std=c99 -O2

OpenBenchmarking.orgRequests Per Second, More Is Betternginx 1.23.2Connections: 100r6g.4xlarge10K20K30K40K50KSE +/- 117.08, N = 344934.261. (CC) gcc options: -lluajit-5.1 -lm -lssl -lcrypto -lpthread -ldl -std=c99 -O2

OpenBenchmarking.orgRequests Per Second, More Is Betternginx 1.23.2Connections: 20r6g.4xlarge8K16K24K32K40KSE +/- 99.73, N = 339441.331. (CC) gcc options: -lluajit-5.1 -lm -lssl -lcrypto -lpthread -ldl -std=c99 -O2

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: gor6g.4xlarge90180270360450SE +/- 0.33, N = 3419

CppPerformanceBenchmarks

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

OpenBenchmarking.orgSeconds, Fewer Is BetterCppPerformanceBenchmarks 9Test: Ctyper6g.4xlarge20406080100SE +/- 0.04, N = 377.431. (CXX) g++ options: -std=c++11 -O3

VVenC

OpenBenchmarking.orgFrames Per Second, More Is BetterVVenC 1.11Video Input: Bosphorus 1080p - Video Preset: Fasterr6g.4xlarge246810SE +/- 0.005, N = 37.9911. (CXX) g++ options: -O3 -flto=auto -fno-fat-lto-objects

x265

OpenBenchmarking.orgFrames Per Second, More Is Betterx265 3.6Video Input: Bosphorus 4Kr6g.4xlarge246810SE +/- 0.04, N = 37.981. (CXX) g++ options: -O3 -rdynamic -lpthread -lrt -ldl

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: 1:5r6g.4xlarge300K600K900K1200K1500KSE +/- 9046.71, N = 31216162.201. (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: 10:1r6g.4xlarge200K400K600K800K1000KSE +/- 10989.25, N = 3919351.791. (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: 5:1r6g.4xlarge200K400K600K800K1000KSE +/- 4533.42, N = 31028622.851. (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: 100 - Set To Get Ratio: 1:1r6g.4xlarge200K400K600K800K1000KSE +/- 3540.95, N = 31091836.031. (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: 1:5r6g.4xlarge300K600K900K1200K1500KSE +/- 8588.09, N = 31200393.021. (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: 10:1r6g.4xlarge200K400K600K800K1000KSE +/- 1160.41, N = 31072272.831. (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: 50 - Set To Get Ratio: 5:1r6g.4xlarge200K400K600K800K1000KSE +/- 10989.87, N = 31106619.441. (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: 1:1r6g.4xlarge300K600K900K1200K1500KSE +/- 9673.16, N = 31239410.541. (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: 1:10r6g.4xlarge300K600K900K1200K1500KSE +/- 3831.65, N = 31296678.951. (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: 1:5r6g.4xlarge300K600K900K1200K1500KSE +/- 3048.23, N = 31328112.151. (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: 12 - Decompression Speedr6g.4xlarge150300450600750SE +/- 6.01, N = 3696.91. (CC) gcc options: -O3 -pthread -lz

OpenBenchmarking.orgMB/s, More Is BetterZstd Compression 1.5.4Compression Level: 12 - Compression Speedr6g.4xlarge20406080100SE +/- 0.19, N = 3107.91. (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 Pixelr6g.4xlarge1428425670SE +/- 0.01, N = 362.021. (CC) gcc options: -lm -lpthread -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: 8, Long Mode - Decompression Speedr6g.4xlarge2004006008001000SE +/- 2.63, N = 3785.61. (CC) gcc options: -O3 -pthread -lz

OpenBenchmarking.orgMB/s, More Is BetterZstd Compression 1.5.4Compression Level: 8, Long Mode - Compression Speedr6g.4xlarge80160240320400SE +/- 1.08, N = 3386.71. (CC) gcc options: -O3 -pthread -lz

OpenBenchmarking.orgMB/s, More Is BetterZstd Compression 1.5.4Compression Level: 3 - Decompression Speedr6g.4xlarge170340510680850SE +/- 0.47, N = 3767.51. (CC) gcc options: -O3 -pthread -lz

OpenBenchmarking.orgMB/s, More Is BetterZstd Compression 1.5.4Compression Level: 3 - Compression Speedr6g.4xlarge30060090012001500SE +/- 8.21, N = 31364.91. (CC) gcc options: -O3 -pthread -lz

OpenBenchmarking.orgMB/s, More Is BetterZstd Compression 1.5.4Compression Level: 8 - Decompression Speedr6g.4xlarge2004006008001000SE +/- 0.96, N = 3781.11. (CC) gcc options: -O3 -pthread -lz

OpenBenchmarking.orgMB/s, More Is BetterZstd Compression 1.5.4Compression Level: 8 - Compression Speedr6g.4xlarge80160240320400SE +/- 0.07, N = 3346.51. (CC) gcc options: -O3 -pthread -lz

OpenBenchmarking.orgMB/s, More Is BetterZstd Compression 1.5.4Compression Level: 3, Long Mode - Decompression Speedr6g.4xlarge2004006008001000SE +/- 1.45, N = 3794.51. (CC) gcc options: -O3 -pthread -lz

OpenBenchmarking.orgMB/s, More Is BetterZstd Compression 1.5.4Compression Level: 3, Long Mode - Compression Speedr6g.4xlarge120240360480600SE +/- 1.58, N = 3558.41. (CC) gcc options: -O3 -pthread -lz

GraphicsMagick

OpenBenchmarking.orgIterations Per Minute, More Is BetterGraphicsMagick 1.3.43Operation: Sharpenr6g.4xlarge1122334455SE +/- 0.33, N = 3481. (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-Gaussianr6g.4xlarge1122334455SE +/- 0.00, N = 3501. (CC) gcc options: -fopenmp -O2 -ljpeg -lXext -lSM -lICE -lX11 -lz -lm -lpthread -lgomp

OpenBenchmarking.orgIterations Per Minute, More Is BetterGraphicsMagick 1.3.43Operation: Swirlr6g.4xlarge20406080100SE +/- 0.33, N = 31061. (CC) gcc options: -fopenmp -O2 -ljpeg -lXext -lSM -lICE -lX11 -lz -lm -lpthread -lgomp

OpenBenchmarking.orgIterations Per Minute, More Is BetterGraphicsMagick 1.3.43Operation: Rotater6g.4xlarge20406080100SE +/- 0.33, N = 31091. (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 Spacer6g.4xlarge4080120160200SE +/- 1.33, N = 31861. (CC) gcc options: -fopenmp -O2 -ljpeg -lXext -lSM -lICE -lX11 -lz -lm -lpthread -lgomp

OpenBenchmarking.orgIterations Per Minute, More Is BetterGraphicsMagick 1.3.43Operation: Resizingr6g.4xlarge4080120160200SE +/- 0.33, N = 31941. (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: RSA4096r6g.4xlarge12K24K36K48K60KSE +/- 2.92, N = 353955.61. (CC) gcc options: -pthread -O3 -lssl -lcrypto -ldl

OpenBenchmarking.orgsign/s, More Is BetterOpenSSL 3.1Algorithm: RSA4096r6g.4xlarge140280420560700SE +/- 0.07, N = 3662.41. (CC) gcc options: -pthread -O3 -lssl -lcrypto -ldl

GraphicsMagick

OpenBenchmarking.orgIterations Per Minute, More Is BetterGraphicsMagick 1.3.43Operation: Enhancedr6g.4xlarge816243240SE +/- 0.00, N = 3351. (CC) gcc options: -fopenmp -O2 -ljpeg -lXext -lSM -lICE -lX11 -lz -lm -lpthread -lgomp

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: FastestDetr6g.4xlarge0.61651.2331.84952.4663.0825SE +/- 0.09, N = 32.74MIN: 2.58 / MAX: 80.981. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20230517Target: Vulkan GPU - Model: vision_transformerr6g.4xlarge20406080100SE +/- 0.17, N = 390.76MIN: 89.09 / MAX: 125.491. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20230517Target: Vulkan GPU - Model: regnety_400mr6g.4xlarge246810SE +/- 0.09, N = 37.13MIN: 6.88 / MAX: 92.161. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20230517Target: Vulkan GPU - Model: squeezenet_ssdr6g.4xlarge246810SE +/- 0.01, N = 36.17MIN: 6.09 / MAX: 6.731. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20230517Target: Vulkan GPU - Model: yolov4-tinyr6g.4xlarge3691215SE +/- 0.10, N = 312.88MIN: 12.63 / MAX: 34.191. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20230517Target: Vulkan GPUv2-yolov3v2-yolov3 - Model: mobilenetv2-yolov3r6g.4xlarge246810SE +/- 0.02, N = 38.82MIN: 8.66 / MAX: 18.551. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20230517Target: Vulkan GPU - Model: resnet50r6g.4xlarge246810SE +/- 0.02, N = 38.13MIN: 8.03 / MAX: 8.711. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20230517Target: Vulkan GPU - Model: alexnetr6g.4xlarge0.7921.5842.3763.1683.96SE +/- 0.00, N = 33.52MIN: 3.47 / MAX: 3.821. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20230517Target: Vulkan GPU - Model: resnet18r6g.4xlarge0.74931.49862.24792.99723.7465SE +/- 0.02, N = 33.33MIN: 3.27 / MAX: 3.551. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20230517Target: Vulkan GPU - Model: vgg16r6g.4xlarge48121620SE +/- 0.06, N = 313.66MIN: 13.39 / MAX: 19.61. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20230517Target: Vulkan GPU - Model: googlenetr6g.4xlarge1.2422.4843.7264.9686.21SE +/- 0.01, N = 35.52MIN: 5.44 / MAX: 6.131. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20230517Target: Vulkan GPU - Model: blazefacer6g.4xlarge0.3780.7561.1341.5121.89SE +/- 0.01, N = 31.68MIN: 1.66 / MAX: 6.191. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20230517Target: Vulkan GPU - Model: efficientnet-b0r6g.4xlarge0.80551.6112.41653.2224.0275SE +/- 0.01, N = 33.58MIN: 3.53 / MAX: 3.821. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20230517Target: Vulkan GPU - Model: mnasnetr6g.4xlarge0.47930.95861.43791.91722.3965SE +/- 0.00, N = 32.13MIN: 2.08 / MAX: 2.411. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20230517Target: Vulkan GPU - Model: shufflenet-v2r6g.4xlarge0.44550.8911.33651.7822.2275SE +/- 0.00, N = 31.98MIN: 1.95 / MAX: 2.11. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20230517Target: Vulkan GPU-v3-v3 - Model: mobilenet-v3r6g.4xlarge0.46350.9271.39051.8542.3175SE +/- 0.01, N = 32.06MIN: 2.02 / MAX: 2.211. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20230517Target: Vulkan GPU-v2-v2 - Model: mobilenet-v2r6g.4xlarge0.54451.0891.63352.1782.7225SE +/- 0.00, N = 32.42MIN: 2.35 / MAX: 2.641. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20230517Target: Vulkan GPU - Model: mobilenetr6g.4xlarge246810SE +/- 0.02, N = 38.82MIN: 8.66 / MAX: 18.551. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20230517Target: CPU - Model: FastestDetr6g.4xlarge0.60751.2151.82252.433.0375SE +/- 0.10, N = 32.70MIN: 2.56 / MAX: 28.861. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20230517Target: CPU - Model: vision_transformerr6g.4xlarge20406080100SE +/- 0.12, N = 390.23MIN: 88.64 / MAX: 123.971. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20230517Target: CPU - Model: regnety_400mr6g.4xlarge246810SE +/- 0.08, N = 36.97MIN: 6.81 / MAX: 7.991. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20230517Target: CPU - Model: squeezenet_ssdr6g.4xlarge246810SE +/- 0.26, N = 36.45MIN: 6.11 / MAX: 148.951. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20230517Target: CPU - Model: yolov4-tinyr6g.4xlarge3691215SE +/- 0.03, N = 312.83MIN: 12.67 / MAX: 14.291. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20230517Target: CPUv2-yolov3v2-yolov3 - Model: mobilenetv2-yolov3r6g.4xlarge246810SE +/- 0.01, N = 38.79MIN: 8.67 / MAX: 9.441. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20230517Target: CPU - Model: resnet50r6g.4xlarge246810SE +/- 0.07, N = 38.30MIN: 8.04 / MAX: 61.121. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20230517Target: CPU - Model: alexnetr6g.4xlarge0.79431.58862.38293.17723.9715SE +/- 0.01, N = 33.53MIN: 3.45 / MAX: 5.461. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20230517Target: CPU - Model: resnet18r6g.4xlarge0.7471.4942.2412.9883.735SE +/- 0.00, N = 33.32MIN: 3.27 / MAX: 3.51. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20230517Target: CPU - Model: vgg16r6g.4xlarge48121620SE +/- 0.05, N = 313.70MIN: 13.41 / MAX: 27.831. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20230517Target: CPU - Model: googlenetr6g.4xlarge1.2422.4843.7264.9686.21SE +/- 0.01, N = 35.52MIN: 5.45 / MAX: 6.551. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20230517Target: CPU - Model: blazefacer6g.4xlarge0.37580.75161.12741.50321.879SE +/- 0.01, N = 31.67MIN: 1.65 / MAX: 2.111. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20230517Target: CPU - Model: efficientnet-b0r6g.4xlarge0.80331.60662.40993.21324.0165SE +/- 0.02, N = 33.57MIN: 3.51 / MAX: 3.781. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20230517Target: CPU - Model: mnasnetr6g.4xlarge0.51531.03061.54592.06122.5765SE +/- 0.16, N = 32.29MIN: 2.08 / MAX: 73.741. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20230517Target: CPU - Model: shufflenet-v2r6g.4xlarge0.44780.89561.34341.79122.239SE +/- 0.01, N = 31.99MIN: 1.95 / MAX: 2.451. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20230517Target: CPU-v3-v3 - Model: mobilenet-v3r6g.4xlarge0.46580.93161.39741.86322.329SE +/- 0.01, N = 32.07MIN: 2.01 / MAX: 2.281. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20230517Target: CPU-v2-v2 - Model: mobilenet-v2r6g.4xlarge0.54451.0891.63352.1782.7225SE +/- 0.01, N = 32.42MIN: 2.34 / MAX: 2.571. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20230517Target: CPU - Model: mobilenetr6g.4xlarge246810SE +/- 0.01, N = 38.79MIN: 8.67 / MAX: 9.441. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

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: 64r6g.4xlarge4080120160200SE +/- 0.07, N = 3203.91. (CXX) g++ options: -dynamic -Bstatic -static-libgcc -lgomp -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=armv8.1-a

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_compiler6g.4xlarge50100150200250SE +/- 0.00, N = 3249

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: nbodyr6g.4xlarge50100150200250SE +/- 0.00, N = 3227

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: django_templater6g.4xlarge20406080100SE +/- 0.03, N = 381.4

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 Abstractionr6g.4xlarge918273645SE +/- 0.03, N = 339.511. (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: floatr6g.4xlarge50100150200250SE +/- 0.67, N = 3211

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: crypto_pyaesr6g.4xlarge4080120160200SE +/- 0.00, N = 3192

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: chaosr6g.4xlarge4080120160200SE +/- 0.00, N = 3178

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: 32r6g.4xlarge4080120160200SE +/- 0.64, N = 3171.51. (CXX) g++ options: -dynamic -Bstatic -static-libgcc -lgomp -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=armv8.1-a

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 - Decryptr6g.4xlarge5001000150020002500SE +/- 0.12, N = 32306.631. (CXX) g++ options: -fstack-protector -pthread -lbotan-2 -ldl -lrt

OpenBenchmarking.orgMiB/s, More Is BetterBotan 2.17.3Test: AES-256r6g.4xlarge5001000150020002500SE +/- 0.17, N = 32301.181. (CXX) g++ options: -fstack-protector -pthread -lbotan-2 -ldl -lrt

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 Speedr6g.4xlarge5001000150020002500SE +/- 0.35, N = 32147.31. (CC) gcc options: -O3

OpenBenchmarking.orgMB/s, More Is BetterLZ4 Compression 1.9.4Compression Level: 9 - Compression Speedr6g.4xlarge612182430SE +/- 0.01, N = 323.081. (CC) gcc options: -O3

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 4Kr6g.4xlarge510152025SE +/- 0.01, N = 319.481. (CC) gcc options: -ldl -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.orgMiB/s, More Is BetterBotan 2.17.3Test: Blowfish - Decryptr6g.4xlarge50100150200250SE +/- 0.02, N = 3243.751. (CXX) g++ options: -fstack-protector -pthread -lbotan-2 -ldl -lrt

OpenBenchmarking.orgMiB/s, More Is BetterBotan 2.17.3Test: Blowfishr6g.4xlarge50100150200250SE +/- 0.01, N = 3246.611. (CXX) g++ options: -fstack-protector -pthread -lbotan-2 -ldl -lrt

OpenBenchmarking.orgMiB/s, More Is BetterBotan 2.17.3Test: Twofish - Decryptr6g.4xlarge50100150200250SE +/- 0.31, N = 3206.831. (CXX) g++ options: -fstack-protector -pthread -lbotan-2 -ldl -lrt

OpenBenchmarking.orgMiB/s, More Is BetterBotan 2.17.3Test: Twofishr6g.4xlarge50100150200250SE +/- 0.07, N = 3207.931. (CXX) g++ options: -fstack-protector -pthread -lbotan-2 -ldl -lrt

OpenBenchmarking.orgMiB/s, More Is BetterBotan 2.17.3Test: ChaCha20Poly1305 - Decryptr6g.4xlarge50100150200250SE +/- 0.03, N = 3240.951. (CXX) g++ options: -fstack-protector -pthread -lbotan-2 -ldl -lrt

OpenBenchmarking.orgMiB/s, More Is BetterBotan 2.17.3Test: ChaCha20Poly1305r6g.4xlarge50100150200250SE +/- 0.21, N = 3241.671. (CXX) g++ options: -fstack-protector -pthread -lbotan-2 -ldl -lrt

OpenBenchmarking.orgMiB/s, More Is BetterBotan 2.17.3Test: CAST-256 - Decryptr6g.4xlarge20406080100SE +/- 0.57, N = 394.531. (CXX) g++ options: -fstack-protector -pthread -lbotan-2 -ldl -lrt

OpenBenchmarking.orgMiB/s, More Is BetterBotan 2.17.3Test: CAST-256r6g.4xlarge20406080100SE +/- 0.59, N = 394.861. (CXX) g++ options: -fstack-protector -pthread -lbotan-2 -ldl -lrt

OpenBenchmarking.orgMiB/s, More Is BetterBotan 2.17.3Test: KASUMI - Decryptr6g.4xlarge1326395265SE +/- 0.01, N = 358.681. (CXX) g++ options: -fstack-protector -pthread -lbotan-2 -ldl -lrt

OpenBenchmarking.orgMiB/s, More Is BetterBotan 2.17.3Test: KASUMIr6g.4xlarge1326395265SE +/- 0.01, N = 357.431. (CXX) g++ options: -fstack-protector -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: pathlibr6g.4xlarge714212835SE +/- 0.44, N = 331.4

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: Compositer6g.4xlarge80160240320400SE +/- 3.32, N = 3391.011. (CC) gcc options: -lm

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: 3 - Decompression Speedr6g.4xlarge5001000150020002500SE +/- 0.24, N = 32112.51. (CC) gcc options: -O3

OpenBenchmarking.orgMB/s, More Is BetterLZ4 Compression 1.9.4Compression Level: 3 - Compression Speedr6g.4xlarge1530456075SE +/- 0.02, N = 368.041. (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_pythonr6g.4xlarge160320480640800SE +/- 0.58, N = 3763

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 Speedr6g.4xlarge5001000150020002500SE +/- 0.91, N = 32358.31. (CC) gcc options: -O3

OpenBenchmarking.orgMB/s, More Is BetterLZ4 Compression 1.9.4Compression Level: 1 - Compression Speedr6g.4xlarge100200300400500SE +/- 0.14, N = 3459.421. (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: json_loadsr6g.4xlarge918273645SE +/- 0.00, N = 340.2

x265

OpenBenchmarking.orgFrames Per Second, More Is Betterx265 3.6Video Input: Bosphorus 1080pr6g.4xlarge816243240SE +/- 0.03, N = 332.671. (CXX) g++ options: -O3 -rdynamic -lpthread -lrt -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: Function Objectsr6g.4xlarge48121620SE +/- 0.00, N = 317.381. (CXX) g++ options: -std=c++11 -O3

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 Samplesr6g.4xlarge3691215SE +/- 0.01, N = 310.431. (CXX) g++ options: -fopenmp -O3

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.

Test: Decompression Throughput

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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: Copyr6g.4xlarge40K80K120K160K200KSE +/- 72.22, N = 5170463.01. (CC) gcc options: -O3 -march=native -fopenmp

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 1080pr6g.4xlarge20406080100SE +/- 0.01, N = 382.491. (CC) gcc options: -ldl -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.

r6g.4xlarge: The test run did not produce a result. E: GMPbench.app.pi(1000000) ./runbench: line 121: ./pi: No such file or directory

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

r6g.4xlarge: The test run did not produce a result.

Row Count: 1000000 - Partitions: 100

r6g.4xlarge: The test run did not produce a result.

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

r6g.4xlarge: The test run did not produce a result.

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

r6g.4xlarge: The test quit with a non-zero exit status.

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: BioJava Biological Data Framework

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Java Test: H2 Database Engine

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Java Test: jMonkeyEngine

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Java Test: Tradesoap

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Java Test: Eclipse

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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: 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: Tradebeans

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Java Test: GraphChi

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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: Apache Spark ALS

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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: Writer6g.4xlarge2K4K6K8K10KSE +/- 21.23, N = 3108251. (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: Zxing 1D/2D Barcode Image Processing

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Java Test: FOP Print Formatter

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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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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: 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-Relaxationr6g.4xlarge2004006008001000SE +/- 0.25, N = 3971.851. (CC) gcc options: -lm

OpenBenchmarking.orgMflops, More Is BetterSciMark 2.0Computational Test: Dense LU Matrix Factorizationr6g.4xlarge90180270360450SE +/- 15.69, N = 3393.901. (CC) gcc options: -lm

OpenBenchmarking.orgMflops, More Is BetterSciMark 2.0Computational Test: Sparse Matrix Multiplyr6g.4xlarge80160240320400SE +/- 0.44, N = 3386.551. (CC) gcc options: -lm

OpenBenchmarking.orgMflops, More Is BetterSciMark 2.0Computational Test: Fast Fourier Transformr6g.4xlarge20406080100SE +/- 1.09, N = 3103.121. (CC) gcc options: -lm

OpenBenchmarking.orgMflops, More Is BetterSciMark 2.0Computational Test: Monte Carlor6g.4xlarge20406080100SE +/- 0.22, N = 399.641. (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: Addr6g.4xlarge40K80K120K160K200KSE +/- 91.99, N = 5167210.01. (CC) gcc options: -O3 -march=native -fopenmp

OpenBenchmarking.orgMB/s, More Is BetterStream 2013-01-17Type: Triadr6g.4xlarge40K80K120K160K200KSE +/- 94.26, N = 5167372.91. (CC) gcc options: -O3 -march=native -fopenmp

OpenBenchmarking.orgMB/s, More Is BetterStream 2013-01-17Type: Scaler6g.4xlarge40K80K120K160K200KSE +/- 88.22, N = 5171629.71. (CC) gcc options: -O3 -march=native -fopenmp

160 Results Shown

libxsmm:
  256
  128
ClickHouse:
  100M Rows Hits Dataset, Third Run
  100M Rows Hits Dataset, Second Run
  100M Rows Hits Dataset, First Run / Cold Cache
CppPerformanceBenchmarks
Stockfish
CppPerformanceBenchmarks
VVenC
Redis 7.0.12 + memtier_benchmark:
  Redis - 500 - 10:1
  Redis - 500 - 1:1
  Redis - 500 - 5:1
  Redis - 500 - 1:10
Zstd Compression:
  19 - Decompression Speed
  19 - Compression Speed
BlogBench
Redis 7.0.12 + memtier_benchmark
Zstd Compression:
  19, Long Mode - Decompression Speed
  19, Long Mode - Compression Speed
VVenC
OpenSSL:
  ChaCha20-Poly1305
  AES-256-GCM
  AES-128-GCM
  ChaCha20
  SHA512
  SHA256
VVenC
PyPerformance
CacheBench:
  Read / Modify / Write
  Write
  Read
InfluxDB:
  4 - 10000 - 2,5000,1 - 10000
  64 - 10000 - 2,5000,1 - 10000
  1024 - 10000 - 2,5000,1 - 10000
PyPerformance
CppPerformanceBenchmarks
PyPerformance
nginx:
  4000
  1000
CppPerformanceBenchmarks
nginx:
  500
  200
  100
  20
PyPerformance
CppPerformanceBenchmarks
VVenC
x265
Redis 7.0.12 + memtier_benchmark:
  Redis - 500 - 1:5
  Redis - 100 - 10:1
  Redis - 100 - 5:1
  Redis - 100 - 1:1
  Redis - 100 - 1:5
  Redis - 50 - 10:1
  Redis - 50 - 5:1
  Redis - 50 - 1:1
  Redis - 50 - 1:10
  Redis - 50 - 1:5
Zstd Compression:
  12 - Decompression Speed
  12 - Compression Speed
C-Ray
Zstd Compression:
  8, Long Mode - Decompression Speed
  8, Long Mode - Compression Speed
  3 - Decompression Speed
  3 - Compression Speed
  8 - Decompression Speed
  8 - Compression Speed
  3, Long Mode - Decompression Speed
  3, Long Mode - Compression Speed
GraphicsMagick:
  Sharpen
  Noise-Gaussian
  Swirl
  Rotate
  HWB Color Space
  Resizing
OpenSSL:
  RSA4096:
    verify/s
    sign/s
GraphicsMagick
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
libxsmm
PyPerformance:
  regex_compile
  nbody
  django_template
CppPerformanceBenchmarks
PyPerformance:
  float
  crypto_pyaes
  chaos
libxsmm
Botan:
  AES-256 - Decrypt
  AES-256
LZ4 Compression:
  9 - Decompression Speed
  9 - Compression Speed
x264
Botan:
  Blowfish - Decrypt
  Blowfish
  Twofish - Decrypt
  Twofish
  ChaCha20Poly1305 - Decrypt
  ChaCha20Poly1305
  CAST-256 - Decrypt
  CAST-256
  KASUMI - Decrypt
  KASUMI
PyPerformance
SciMark
LZ4 Compression:
  3 - Decompression Speed
  3 - Compression Speed
PyPerformance
LZ4 Compression:
  1 - Decompression Speed
  1 - Compression Speed
PyPerformance
x265
CppPerformanceBenchmarks
Smallpt
Stream
x264
BlogBench
SciMark:
  Jacobi Successive Over-Relaxation
  Dense LU Matrix Factorization
  Sparse Matrix Multiply
  Fast Fourier Transform
  Monte Carlo
Stream:
  Add
  Triad
  Scale