r7g.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 2404103-NE-R7G4XLARG22
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r7g.4xlarge
April 10
  16 Hours, 9 Minutes
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r7g.4xlarge

Processor: ARMv8 Neoverse-V1 (16 Cores), Motherboard: Amazon EC2 r7g.4xlarge (1.0 BIOS), Chipset: Amazon Device 0200, Memory: 128GB, Disk: 215GB Amazon Elastic Block Store, Network: Amazon Elastic

OS: Amazon Linux 2023.4.20240401, Kernel: 6.1.82-99.168.amzn2023.aarch64 (aarch64) 20240325, Compiler: GCC 11.4.1 20230605, File-System: xfs, System Layer: amazon

Kernel Notes: Transparent Huge Pages: madvise
Compiler Notes: --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
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 __user pointer sanitization + spectre_v2: Mitigation of CSV2 BHB + srbds: Not affected + tsx_async_abort: Not affected

r7g.4xlargeOpenBenchmarking.orgPhoronix Test SuiteARMv8 Neoverse-V1 (16 Cores)Amazon EC2 r7g.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 LayerR7g.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

r7g.4xlargestream: Copystream: Scalestream: Triadstream: Addcachebench: Readcachebench: Writecachebench: Read / Modify / Writecompress-zstd: 3 - Compression Speedcompress-zstd: 3 - Decompression Speedcompress-zstd: 8 - Compression Speedcompress-zstd: 8 - Decompression Speedcompress-zstd: 12 - Compression Speedcompress-zstd: 12 - Decompression Speedcompress-zstd: 19 - Compression Speedcompress-zstd: 19 - Decompression Speedcompress-zstd: 3, Long Mode - Compression Speedcompress-zstd: 3, Long Mode - Decompression Speedcompress-zstd: 8, Long Mode - Compression Speedcompress-zstd: 8, Long Mode - Decompression Speedcompress-zstd: 19, Long Mode - Compression Speedcompress-zstd: 19, Long Mode - Decompression Speedcompress-lz4: 1 - Compression Speedcompress-lz4: 1 - Decompression Speedcompress-lz4: 3 - Compression Speedcompress-lz4: 3 - Decompression Speedcompress-lz4: 9 - Compression Speedcompress-lz4: 9 - Decompression Speedopenssl: SHA256openssl: SHA512openssl: RSA4096openssl: RSA4096openssl: ChaCha20openssl: AES-128-GCMopenssl: AES-256-GCMopenssl: ChaCha20-Poly1305botan: KASUMIbotan: KASUMI - Decryptbotan: AES-256botan: AES-256 - Decryptbotan: Twofishbotan: Twofish - Decryptbotan: Blowfishbotan: Blowfish - Decryptbotan: CAST-256botan: CAST-256 - Decryptbotan: ChaCha20Poly1305botan: ChaCha20Poly1305 - Decryptx264: Bosphorus 4Kx264: Bosphorus 1080px265: Bosphorus 4Kx265: Bosphorus 1080ppyperformance: gopyperformance: 2to3pyperformance: chaospyperformance: floatpyperformance: nbodypyperformance: pathlibpyperformance: raytracepyperformance: json_loadspyperformance: crypto_pyaespyperformance: regex_compilepyperformance: python_startuppyperformance: django_templatepyperformance: pickle_pure_pythoncpp-perf-bench: Atolcpp-perf-bench: Ctypecpp-perf-bench: Math Librarycpp-perf-bench: Rand Numberscpp-perf-bench: Stepanov Vectorcpp-perf-bench: Function Objectscpp-perf-bench: Stepanov Abstractiongraphics-magick: Swirlgraphics-magick: Rotategraphics-magick: Sharpengraphics-magick: Enhancedgraphics-magick: Resizinggraphics-magick: Noise-Gaussiangraphics-magick: HWB Color Spacesmallpt: Global Illumination Renderer; 128 Samplesstockfish: Chess Benchmarkc-ray: Total Time - 4K, 16 Rays Per Pixelscimark2: Compositescimark2: Monte Carloscimark2: Fast Fourier Transformscimark2: Sparse Matrix Multiplyscimark2: Dense LU Matrix Factorizationscimark2: Jacobi Successive Over-Relaxationblogbench: Readblogbench: Writenginx: 20nginx: 100nginx: 200nginx: 500nginx: 1000nginx: 4000memtier-benchmark: Redis - 50 - 1:1memtier-benchmark: Redis - 50 - 1:5memtier-benchmark: Redis - 50 - 5:1memtier-benchmark: Redis - 100 - 1:1memtier-benchmark: Redis - 100 - 1:5memtier-benchmark: Redis - 100 - 5:1memtier-benchmark: Redis - 50 - 10:1memtier-benchmark: Redis - 50 - 1:10memtier-benchmark: Redis - 500 - 1:1memtier-benchmark: Redis - 500 - 1:5memtier-benchmark: Redis - 500 - 5:1memtier-benchmark: Redis - 100 - 10:1memtier-benchmark: Redis - 100 - 1:10memtier-benchmark: Redis - 500 - 10:1memtier-benchmark: Redis - 500 - 1:10vvenc: Bosphorus 4K - Fastvvenc: Bosphorus 4K - Fastervvenc: Bosphorus 1080p - Fastvvenc: Bosphorus 1080p - Fasterncnn: CPU - mobilenetncnn: CPU-v2-v2 - mobilenet-v2ncnn: CPU-v3-v3 - mobilenet-v3ncnn: CPU - shufflenet-v2ncnn: CPU - mnasnetncnn: CPU - efficientnet-b0ncnn: CPU - blazefacencnn: CPU - googlenetncnn: CPU - vgg16ncnn: CPU - resnet18ncnn: CPU - alexnetncnn: CPU - resnet50ncnn: CPUv2-yolov3v2-yolov3 - mobilenetv2-yolov3ncnn: CPU - yolov4-tinyncnn: CPU - squeezenet_ssdncnn: CPU - regnety_400mncnn: CPU - vision_transformerncnn: CPU - FastestDetncnn: Vulkan GPU - mobilenetncnn: Vulkan GPU-v2-v2 - mobilenet-v2ncnn: Vulkan GPU-v3-v3 - mobilenet-v3ncnn: Vulkan GPU - shufflenet-v2ncnn: Vulkan GPU - mnasnetncnn: Vulkan GPU - efficientnet-b0ncnn: Vulkan GPU - blazefacencnn: Vulkan GPU - googlenetncnn: Vulkan GPU - vgg16ncnn: Vulkan GPU - resnet18ncnn: Vulkan GPU - alexnetncnn: Vulkan GPU - resnet50ncnn: Vulkan GPUv2-yolov3v2-yolov3 - mobilenetv2-yolov3ncnn: Vulkan GPU - yolov4-tinyncnn: Vulkan GPU - squeezenet_ssdncnn: Vulkan GPU - regnety_400mncnn: Vulkan GPU - vision_transformerncnn: Vulkan GPU - FastestDetlibxsmm: 128libxsmm: 256libxsmm: 32libxsmm: 64clickhouse: 100M Rows Hits Dataset, First Run / Cold Cacheclickhouse: 100M Rows Hits Dataset, Second Runclickhouse: 100M Rows Hits Dataset, Third Runr7g.4xlarge225658.3225050.1213691.0213584.89907.18630938901.48161277743.7454852050.21164.3518.81245.8167.41192.911.91041.21064.31198.8598.41254.76.021069.9605.473291.089.812952.431.413011.41344137578379434681072561.5178204.72586858700783521036743711521677801862603899065.56766.9785455.1935453.819241.724243.873280.809276.528109.311109.493373.368367.53527.53116.1713.7549.6332938114216416822.166828.91581951063.559562.66528.729316.6231165.45989.99615.23231.8431511628156286752987.6761464593738.910537.45121.15346.81554.77715.06949.4940507341059865205.3077802.2279573.4377795.574965.0469003.521786164.871888088.641595327.931581133.531729318.311497886.421569255.071869781.071852520.191960192.691657396.371398117.781661985.561696476.571928291.791.5263.6604.89810.6446.441.831.511.331.652.780.994.2210.132.472.526.146.449.344.285.2488.641.766.521.751.501.321.572.520.994.349.972.582.596.146.529.304.255.2188.521.74342.7366.0277.9343.2240.43245.72247.87OpenBenchmarking.org

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: Copyr7g.4xlarge50K100K150K200K250KSE +/- 135.96, N = 5225658.31. (CC) gcc options: -O3 -march=native -fopenmp

OpenBenchmarking.orgMB/s, More Is BetterStream 2013-01-17Type: Scaler7g.4xlarge50K100K150K200K250KSE +/- 178.63, N = 5225050.11. (CC) gcc options: -O3 -march=native -fopenmp

OpenBenchmarking.orgMB/s, More Is BetterStream 2013-01-17Type: Triadr7g.4xlarge50K100K150K200K250KSE +/- 123.19, N = 5213691.01. (CC) gcc options: -O3 -march=native -fopenmp

OpenBenchmarking.orgMB/s, More Is BetterStream 2013-01-17Type: Addr7g.4xlarge50K100K150K200K250KSE +/- 82.27, N = 5213584.81. (CC) gcc options: -O3 -march=native -fopenmp

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: Readr7g.4xlarge2K4K6K8K10KSE +/- 0.03, N = 39907.19MIN: 9906.68 / MAX: 9907.791. (CC) gcc options: -O3 -lrt

OpenBenchmarking.orgMB/s, More Is BetterCacheBenchTest: Writer7g.4xlarge8K16K24K32K40KSE +/- 18.42, N = 338901.48MIN: 37503.54 / MAX: 39493.981. (CC) gcc options: -O3 -lrt

OpenBenchmarking.orgMB/s, More Is BetterCacheBenchTest: Read / Modify / Writer7g.4xlarge17K34K51K68K85KSE +/- 63.95, N = 377743.75MIN: 73554.39 / MAX: 78862.451. (CC) gcc options: -O3 -lrt

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.

r7g.4xlarge: The test run did not produce a result. E: GMPbench.app.pi(1000000) ./runbench: line 121: ./pi: No such file or directory

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: 3 - Compression Speedr7g.4xlarge400800120016002000SE +/- 17.66, N = 32050.21. (CC) gcc options: -O3 -pthread -lz

OpenBenchmarking.orgMB/s, More Is BetterZstd Compression 1.5.4Compression Level: 3 - Decompression Speedr7g.4xlarge30060090012001500SE +/- 0.50, N = 31164.31. (CC) gcc options: -O3 -pthread -lz

OpenBenchmarking.orgMB/s, More Is BetterZstd Compression 1.5.4Compression Level: 8 - Compression Speedr7g.4xlarge110220330440550SE +/- 1.27, N = 3518.81. (CC) gcc options: -O3 -pthread -lz

OpenBenchmarking.orgMB/s, More Is BetterZstd Compression 1.5.4Compression Level: 8 - Decompression Speedr7g.4xlarge30060090012001500SE +/- 5.04, N = 31245.81. (CC) gcc options: -O3 -pthread -lz

OpenBenchmarking.orgMB/s, More Is BetterZstd Compression 1.5.4Compression Level: 12 - Compression Speedr7g.4xlarge4080120160200SE +/- 0.96, N = 3167.41. (CC) gcc options: -O3 -pthread -lz

OpenBenchmarking.orgMB/s, More Is BetterZstd Compression 1.5.4Compression Level: 12 - Decompression Speedr7g.4xlarge30060090012001500SE +/- 12.00, N = 31192.91. (CC) gcc options: -O3 -pthread -lz

OpenBenchmarking.orgMB/s, More Is BetterZstd Compression 1.5.4Compression Level: 19 - Compression Speedr7g.4xlarge3691215SE +/- 0.00, N = 311.91. (CC) gcc options: -O3 -pthread -lz

OpenBenchmarking.orgMB/s, More Is BetterZstd Compression 1.5.4Compression Level: 19 - Decompression Speedr7g.4xlarge2004006008001000SE +/- 3.86, N = 31041.21. (CC) gcc options: -O3 -pthread -lz

OpenBenchmarking.orgMB/s, More Is BetterZstd Compression 1.5.4Compression Level: 3, Long Mode - Compression Speedr7g.4xlarge2004006008001000SE +/- 4.38, N = 31064.31. (CC) gcc options: -O3 -pthread -lz

OpenBenchmarking.orgMB/s, More Is BetterZstd Compression 1.5.4Compression Level: 3, Long Mode - Decompression Speedr7g.4xlarge30060090012001500SE +/- 2.99, N = 31198.81. (CC) gcc options: -O3 -pthread -lz

OpenBenchmarking.orgMB/s, More Is BetterZstd Compression 1.5.4Compression Level: 8, Long Mode - Compression Speedr7g.4xlarge130260390520650SE +/- 1.63, N = 3598.41. (CC) gcc options: -O3 -pthread -lz

OpenBenchmarking.orgMB/s, More Is BetterZstd Compression 1.5.4Compression Level: 8, Long Mode - Decompression Speedr7g.4xlarge30060090012001500SE +/- 4.88, N = 31254.71. (CC) gcc options: -O3 -pthread -lz

OpenBenchmarking.orgMB/s, More Is BetterZstd Compression 1.5.4Compression Level: 19, Long Mode - Compression Speedr7g.4xlarge246810SE +/- 0.00, N = 36.021. (CC) gcc options: -O3 -pthread -lz

OpenBenchmarking.orgMB/s, More Is BetterZstd Compression 1.5.4Compression Level: 19, Long Mode - Decompression Speedr7g.4xlarge2004006008001000SE +/- 5.53, N = 31069.91. (CC) gcc options: -O3 -pthread -lz

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 - Compression Speedr7g.4xlarge130260390520650SE +/- 0.03, N = 3605.471. (CC) gcc options: -O3

OpenBenchmarking.orgMB/s, More Is BetterLZ4 Compression 1.9.4Compression Level: 1 - Decompression Speedr7g.4xlarge7001400210028003500SE +/- 0.48, N = 33291.01. (CC) gcc options: -O3

OpenBenchmarking.orgMB/s, More Is BetterLZ4 Compression 1.9.4Compression Level: 3 - Compression Speedr7g.4xlarge20406080100SE +/- 0.41, N = 389.811. (CC) gcc options: -O3

OpenBenchmarking.orgMB/s, More Is BetterLZ4 Compression 1.9.4Compression Level: 3 - Decompression Speedr7g.4xlarge6001200180024003000SE +/- 2.30, N = 32952.41. (CC) gcc options: -O3

OpenBenchmarking.orgMB/s, More Is BetterLZ4 Compression 1.9.4Compression Level: 9 - Compression Speedr7g.4xlarge714212835SE +/- 0.42, N = 331.411. (CC) gcc options: -O3

OpenBenchmarking.orgMB/s, More Is BetterLZ4 Compression 1.9.4Compression Level: 9 - Decompression Speedr7g.4xlarge6001200180024003000SE +/- 0.27, N = 33011.41. (CC) gcc options: -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: SHA256r7g.4xlarge3000M6000M9000M12000M15000MSE +/- 7750983.69, N = 3134413757831. (CC) gcc options: -pthread -O3 -lssl -lcrypto -ldl

OpenBenchmarking.orgbyte/s, More Is BetterOpenSSL 3.1Algorithm: SHA512r7g.4xlarge2000M4000M6000M8000M10000MSE +/- 4256905.92, N = 379434681071. (CC) gcc options: -pthread -O3 -lssl -lcrypto -ldl

OpenBenchmarking.orgsign/s, More Is BetterOpenSSL 3.1Algorithm: RSA4096r7g.4xlarge5001000150020002500SE +/- 0.19, N = 32561.51. (CC) gcc options: -pthread -O3 -lssl -lcrypto -ldl

OpenBenchmarking.orgverify/s, More Is BetterOpenSSL 3.1Algorithm: RSA4096r7g.4xlarge40K80K120K160K200KSE +/- 42.12, N = 3178204.71. (CC) gcc options: -pthread -O3 -lssl -lcrypto -ldl

OpenBenchmarking.orgbyte/s, More Is BetterOpenSSL 3.1Algorithm: ChaCha20r7g.4xlarge6000M12000M18000M24000M30000MSE +/- 218250.25, N = 3258685870071. (CC) gcc options: -pthread -O3 -lssl -lcrypto -ldl

OpenBenchmarking.orgbyte/s, More Is BetterOpenSSL 3.1Algorithm: AES-128-GCMr7g.4xlarge20000M40000M60000M80000M100000MSE +/- 4647785.85, N = 3835210367431. (CC) gcc options: -pthread -O3 -lssl -lcrypto -ldl

OpenBenchmarking.orgbyte/s, More Is BetterOpenSSL 3.1Algorithm: AES-256-GCMr7g.4xlarge15000M30000M45000M60000M75000MSE +/- 2859108.20, N = 3711521677801. (CC) gcc options: -pthread -O3 -lssl -lcrypto -ldl

OpenBenchmarking.orgbyte/s, More Is BetterOpenSSL 3.1Algorithm: ChaCha20-Poly1305r7g.4xlarge4000M8000M12000M16000M20000MSE +/- 245454.78, N = 3186260389901. (CC) gcc options: -pthread -O3 -lssl -lcrypto -ldl

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: KASUMIr7g.4xlarge1530456075SE +/- 0.01, N = 365.571. (CXX) g++ options: -fstack-protector -pthread -lbotan-2 -ldl -lrt

OpenBenchmarking.orgMiB/s, More Is BetterBotan 2.17.3Test: KASUMI - Decryptr7g.4xlarge1530456075SE +/- 0.01, N = 366.981. (CXX) g++ options: -fstack-protector -pthread -lbotan-2 -ldl -lrt

OpenBenchmarking.orgMiB/s, More Is BetterBotan 2.17.3Test: AES-256r7g.4xlarge12002400360048006000SE +/- 1.11, N = 35455.191. (CXX) g++ options: -fstack-protector -pthread -lbotan-2 -ldl -lrt

OpenBenchmarking.orgMiB/s, More Is BetterBotan 2.17.3Test: AES-256 - Decryptr7g.4xlarge12002400360048006000SE +/- 6.95, N = 35453.821. (CXX) g++ options: -fstack-protector -pthread -lbotan-2 -ldl -lrt

OpenBenchmarking.orgMiB/s, More Is BetterBotan 2.17.3Test: Twofishr7g.4xlarge50100150200250SE +/- 0.03, N = 3241.721. (CXX) g++ options: -fstack-protector -pthread -lbotan-2 -ldl -lrt

OpenBenchmarking.orgMiB/s, More Is BetterBotan 2.17.3Test: Twofish - Decryptr7g.4xlarge50100150200250SE +/- 0.05, N = 3243.871. (CXX) g++ options: -fstack-protector -pthread -lbotan-2 -ldl -lrt

OpenBenchmarking.orgMiB/s, More Is BetterBotan 2.17.3Test: Blowfishr7g.4xlarge60120180240300SE +/- 0.05, N = 3280.811. (CXX) g++ options: -fstack-protector -pthread -lbotan-2 -ldl -lrt

OpenBenchmarking.orgMiB/s, More Is BetterBotan 2.17.3Test: Blowfish - Decryptr7g.4xlarge60120180240300SE +/- 0.12, N = 3276.531. (CXX) g++ options: -fstack-protector -pthread -lbotan-2 -ldl -lrt

OpenBenchmarking.orgMiB/s, More Is BetterBotan 2.17.3Test: CAST-256r7g.4xlarge20406080100SE +/- 0.01, N = 3109.311. (CXX) g++ options: -fstack-protector -pthread -lbotan-2 -ldl -lrt

OpenBenchmarking.orgMiB/s, More Is BetterBotan 2.17.3Test: CAST-256 - Decryptr7g.4xlarge20406080100SE +/- 0.02, N = 3109.491. (CXX) g++ options: -fstack-protector -pthread -lbotan-2 -ldl -lrt

OpenBenchmarking.orgMiB/s, More Is BetterBotan 2.17.3Test: ChaCha20Poly1305r7g.4xlarge80160240320400SE +/- 0.08, N = 3373.371. (CXX) g++ options: -fstack-protector -pthread -lbotan-2 -ldl -lrt

OpenBenchmarking.orgMiB/s, More Is BetterBotan 2.17.3Test: ChaCha20Poly1305 - Decryptr7g.4xlarge80160240320400SE +/- 0.03, N = 3367.541. (CXX) g++ options: -fstack-protector -pthread -lbotan-2 -ldl -lrt

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 4Kr7g.4xlarge612182430SE +/- 0.02, N = 327.531. (CC) gcc options: -ldl -lm -lpthread -O3 -flto

OpenBenchmarking.orgFrames Per Second, More Is Betterx264 2022-02-22Video Input: Bosphorus 1080pr7g.4xlarge306090120150SE +/- 0.10, N = 3116.171. (CC) gcc options: -ldl -lm -lpthread -O3 -flto

x265

This is a simple test of the x265 encoder run on the CPU with 1080p and 4K options for H.265 video encode performance with x265. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFrames Per Second, More Is Betterx265 3.6Video Input: Bosphorus 4Kr7g.4xlarge48121620SE +/- 0.12, N = 313.751. (CXX) g++ options: -O3 -rdynamic -lpthread -lrt -ldl

OpenBenchmarking.orgFrames Per Second, More Is Betterx265 3.6Video Input: Bosphorus 1080pr7g.4xlarge1122334455SE +/- 0.05, N = 349.631. (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: gor7g.4xlarge70140210280350SE +/- 0.33, N = 3329

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: 2to3r7g.4xlarge80160240320400SE +/- 0.33, N = 3381

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: chaosr7g.4xlarge306090120150SE +/- 0.00, N = 3142

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: floatr7g.4xlarge4080120160200SE +/- 0.33, N = 3164

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: nbodyr7g.4xlarge4080120160200SE +/- 0.00, N = 3168

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: pathlibr7g.4xlarge510152025SE +/- 0.03, N = 322.1

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: raytracer7g.4xlarge140280420560700SE +/- 0.67, N = 3668

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: json_loadsr7g.4xlarge714212835SE +/- 0.00, N = 328.9

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: crypto_pyaesr7g.4xlarge306090120150SE +/- 0.00, N = 3158

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: regex_compiler7g.4xlarge4080120160200SE +/- 0.00, N = 3195

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: python_startupr7g.4xlarge3691215SE +/- 0.00, N = 310

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: django_templater7g.4xlarge1428425670SE +/- 0.31, N = 363.5

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: pickle_pure_pythonr7g.4xlarge130260390520650SE +/- 0.67, N = 3595

CppPerformanceBenchmarks

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

OpenBenchmarking.orgSeconds, Fewer Is BetterCppPerformanceBenchmarks 9Test: Atolr7g.4xlarge1428425670SE +/- 0.01, N = 362.671. (CXX) g++ options: -std=c++11 -O3

OpenBenchmarking.orgSeconds, Fewer Is BetterCppPerformanceBenchmarks 9Test: Ctyper7g.4xlarge714212835SE +/- 0.32, N = 528.731. (CXX) g++ options: -std=c++11 -O3

OpenBenchmarking.orgSeconds, Fewer Is BetterCppPerformanceBenchmarks 9Test: Math Libraryr7g.4xlarge70140210280350SE +/- 0.12, N = 3316.621. (CXX) g++ options: -std=c++11 -O3

OpenBenchmarking.orgSeconds, Fewer Is BetterCppPerformanceBenchmarks 9Test: Random Numbersr7g.4xlarge30060090012001500SE +/- 0.63, N = 31165.461. (CXX) g++ options: -std=c++11 -O3

OpenBenchmarking.orgSeconds, Fewer Is BetterCppPerformanceBenchmarks 9Test: Stepanov Vectorr7g.4xlarge20406080100SE +/- 0.76, N = 390.001. (CXX) g++ options: -std=c++11 -O3

OpenBenchmarking.orgSeconds, Fewer Is BetterCppPerformanceBenchmarks 9Test: Function Objectsr7g.4xlarge48121620SE +/- 0.00, N = 315.231. (CXX) g++ options: -std=c++11 -O3

OpenBenchmarking.orgSeconds, Fewer Is BetterCppPerformanceBenchmarks 9Test: Stepanov Abstractionr7g.4xlarge714212835SE +/- 0.02, N = 331.841. (CXX) g++ options: -std=c++11 -O3

GraphicsMagick

This is a test of GraphicsMagick with its OpenMP implementation that performs various imaging tests on a sample high resolution (currently 15400 x 6940) JPEG image. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgIterations Per Minute, More Is BetterGraphicsMagick 1.3.43Operation: Swirlr7g.4xlarge306090120150SE +/- 0.00, N = 31511. (CC) gcc options: -fopenmp -O2 -ljpeg -lXext -lSM -lICE -lX11 -lz -lm -lpthread -lgomp

OpenBenchmarking.orgIterations Per Minute, More Is BetterGraphicsMagick 1.3.43Operation: Rotater7g.4xlarge4080120160200SE +/- 0.00, N = 31621. (CC) gcc options: -fopenmp -O2 -ljpeg -lXext -lSM -lICE -lX11 -lz -lm -lpthread -lgomp

OpenBenchmarking.orgIterations Per Minute, More Is BetterGraphicsMagick 1.3.43Operation: Sharpenr7g.4xlarge20406080100SE +/- 0.00, N = 3811. (CC) gcc options: -fopenmp -O2 -ljpeg -lXext -lSM -lICE -lX11 -lz -lm -lpthread -lgomp

OpenBenchmarking.orgIterations Per Minute, More Is BetterGraphicsMagick 1.3.43Operation: Enhancedr7g.4xlarge1326395265SE +/- 0.00, N = 3561. (CC) gcc options: -fopenmp -O2 -ljpeg -lXext -lSM -lICE -lX11 -lz -lm -lpthread -lgomp

OpenBenchmarking.orgIterations Per Minute, More Is BetterGraphicsMagick 1.3.43Operation: Resizingr7g.4xlarge60120180240300SE +/- 0.58, N = 32861. (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-Gaussianr7g.4xlarge20406080100SE +/- 0.00, N = 3751. (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 Spacer7g.4xlarge60120180240300SE +/- 0.88, N = 32981. (CC) gcc options: -fopenmp -O2 -ljpeg -lXext -lSM -lICE -lX11 -lz -lm -lpthread -lgomp

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 Samplesr7g.4xlarge246810SE +/- 0.003, N = 37.6761. (CXX) g++ options: -fopenmp -O3

Stockfish

This is a test of Stockfish, an advanced open-source C++11 chess benchmark that can scale up to 1024 CPU threads. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgNodes Per Second, More Is BetterStockfish 16.1Chess Benchmarkr7g.4xlarge3M6M9M12M15MSE +/- 115991.72, N = 12146459371. (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

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 Pixelr7g.4xlarge918273645SE +/- 0.02, N = 338.911. (CC) gcc options: -lm -lpthread -O3

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: Compositer7g.4xlarge120240360480600SE +/- 0.14, N = 3537.451. (CC) gcc options: -lm

OpenBenchmarking.orgMflops, More Is BetterSciMark 2.0Computational Test: Monte Carlor7g.4xlarge306090120150SE +/- 0.51, N = 3121.151. (CC) gcc options: -lm

OpenBenchmarking.orgMflops, More Is BetterSciMark 2.0Computational Test: Fast Fourier Transformr7g.4xlarge80160240320400SE +/- 0.50, N = 3346.811. (CC) gcc options: -lm

OpenBenchmarking.orgMflops, More Is BetterSciMark 2.0Computational Test: Sparse Matrix Multiplyr7g.4xlarge120240360480600SE +/- 0.08, N = 3554.771. (CC) gcc options: -lm

OpenBenchmarking.orgMflops, More Is BetterSciMark 2.0Computational Test: Dense LU Matrix Factorizationr7g.4xlarge150300450600750SE +/- 0.41, N = 3715.061. (CC) gcc options: -lm

OpenBenchmarking.orgMflops, More Is BetterSciMark 2.0Computational Test: Jacobi Successive Over-Relaxationr7g.4xlarge2004006008001000SE +/- 0.28, N = 3949.491. (CC) gcc options: -lm

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: Scala Dotty

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Test: Random Forest

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Test: ALS Movie Lens

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Test: Apache Spark ALS

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Test: Apache Spark Bayes

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Test: Savina Reactors.IO

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Test: Apache Spark PageRank

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Test: Finagle HTTP Requests

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Test: In-Memory Database Shootout

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Test: Akka Unbalanced Cobwebbed Tree

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Test: Genetic Algorithm Using Jenetics + Futures

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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: Jython

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Java Test: Eclipse

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Java Test: GraphChi

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Java Test: Tradesoap

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Java Test: Tradebeans

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Java Test: Spring Boot

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Java Test: Apache Kafka

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Java Test: Apache Tomcat

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Java Test: jMonkeyEngine

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Java Test: Apache Cassandra

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Java Test: Apache Xalan XSLT

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Java Test: Batik SVG Toolkit

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Java Test: H2 Database Engine

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Java Test: FOP Print Formatter

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Java Test: PMD Source Code Analyzer

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Java Test: Apache Lucene Search Index

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Java Test: Apache Lucene Search Engine

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Java Test: Avrora AVR Simulation Framework

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Java Test: BioJava Biological Data Framework

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

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Java Test: H2O In-Memory Platform For Machine Learning

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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: Readr7g.4xlarge900K1800K2700K3600K4500KSE +/- 59427.29, N = 940507341. (CC) gcc options: -O2

OpenBenchmarking.orgFinal Score, More Is BetterBlogBench 1.1Test: Writer7g.4xlarge2K4K6K8K10KSE +/- 10.84, N = 3105981. (CC) gcc options: -O2

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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OpenBenchmarking.orgRequests Per Second, More Is Betternginx 1.23.2Connections: 20r7g.4xlarge14K28K42K56K70KSE +/- 10.42, N = 365205.301. (CC) gcc options: -lluajit-5.1 -lm -lssl -lcrypto -lpthread -ldl -std=c99 -O2

OpenBenchmarking.orgRequests Per Second, More Is Betternginx 1.23.2Connections: 100r7g.4xlarge17K34K51K68K85KSE +/- 118.57, N = 377802.221. (CC) gcc options: -lluajit-5.1 -lm -lssl -lcrypto -lpthread -ldl -std=c99 -O2

OpenBenchmarking.orgRequests Per Second, More Is Betternginx 1.23.2Connections: 200r7g.4xlarge20K40K60K80K100KSE +/- 253.64, N = 379573.431. (CC) gcc options: -lluajit-5.1 -lm -lssl -lcrypto -lpthread -ldl -std=c99 -O2

OpenBenchmarking.orgRequests Per Second, More Is Betternginx 1.23.2Connections: 500r7g.4xlarge17K34K51K68K85KSE +/- 78.67, N = 377795.51. (CC) gcc options: -lluajit-5.1 -lm -lssl -lcrypto -lpthread -ldl -std=c99 -O2

OpenBenchmarking.orgRequests Per Second, More Is Betternginx 1.23.2Connections: 1000r7g.4xlarge16K32K48K64K80KSE +/- 34.81, N = 374965.041. (CC) gcc options: -lluajit-5.1 -lm -lssl -lcrypto -lpthread -ldl -std=c99 -O2

OpenBenchmarking.orgRequests Per Second, More Is Betternginx 1.23.2Connections: 4000r7g.4xlarge15K30K45K60K75KSE +/- 712.04, N = 369003.521. (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: 50 - Set To Get Ratio: 1:1r7g.4xlarge400K800K1200K1600K2000KSE +/- 19547.74, N = 31786164.871. (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: 1:5r7g.4xlarge400K800K1200K1600K2000KSE +/- 13391.57, N = 31888088.641. (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: 5:1r7g.4xlarge300K600K900K1200K1500KSE +/- 9560.28, N = 31595327.931. (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: 1:1r7g.4xlarge300K600K900K1200K1500KSE +/- 9399.79, N = 31581133.531. (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: 1:5r7g.4xlarge400K800K1200K1600K2000KSE +/- 18961.50, N = 31729318.311. (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: 5:1r7g.4xlarge300K600K900K1200K1500KSE +/- 3535.12, N = 31497886.421. (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: 10:1r7g.4xlarge300K600K900K1200K1500KSE +/- 3286.20, N = 31569255.071. (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: 1:10r7g.4xlarge400K800K1200K1600K2000KSE +/- 16228.88, N = 31869781.071. (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: 1:1r7g.4xlarge400K800K1200K1600K2000KSE +/- 77306.04, N = 121852520.191. (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: 1:5r7g.4xlarge400K800K1200K1600K2000KSE +/- 72639.38, N = 151960192.691. (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: 500 - Set To Get Ratio: 5:1r7g.4xlarge400K800K1200K1600K2000KSE +/- 36604.00, N = 151657396.371. (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: 10:1r7g.4xlarge300K600K900K1200K1500KSE +/- 17907.73, N = 31398117.781. (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: 1:10r7g.4xlarge400K800K1200K1600K2000KSE +/- 12793.25, N = 101661985.561. (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: 10:1r7g.4xlarge400K800K1200K1600K2000KSE +/- 55791.94, N = 151696476.571. (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: 1:10r7g.4xlarge400K800K1200K1600K2000KSE +/- 76517.75, N = 121928291.791. (CXX) g++ options: -O2 -levent_openssl -levent -lcrypto -lssl -lpthread -lz -lpcre

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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Test: Mixed 1:1

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Test: Mixed 1:3

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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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VVenC

VVenC is the Fraunhofer Versatile Video Encoder as a fast/efficient H.266/VVC encoder. The vvenc encoder makes use of SIMD Everywhere (SIMDe). The vvenc software is published under the Clear BSD License. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFrames Per Second, More Is BetterVVenC 1.11Video Input: Bosphorus 4K - Video Preset: Fastr7g.4xlarge0.34340.68681.03021.37361.717SE +/- 0.001, N = 31.5261. (CXX) g++ options: -O3 -flto=auto -fno-fat-lto-objects

OpenBenchmarking.orgFrames Per Second, More Is BetterVVenC 1.11Video Input: Bosphorus 4K - Video Preset: Fasterr7g.4xlarge0.82351.6472.47053.2944.1175SE +/- 0.004, N = 33.6601. (CXX) g++ options: -O3 -flto=auto -fno-fat-lto-objects

OpenBenchmarking.orgFrames Per Second, More Is BetterVVenC 1.11Video Input: Bosphorus 1080p - Video Preset: Fastr7g.4xlarge1.10212.20423.30634.40845.5105SE +/- 0.010, N = 34.8981. (CXX) g++ options: -O3 -flto=auto -fno-fat-lto-objects

OpenBenchmarking.orgFrames Per Second, More Is BetterVVenC 1.11Video Input: Bosphorus 1080p - Video Preset: Fasterr7g.4xlarge3691215SE +/- 0.01, N = 310.641. (CXX) g++ options: -O3 -flto=auto -fno-fat-lto-objects

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: CPU - Model: mobilenetr7g.4xlarge246810SE +/- 0.01, N = 36.44MIN: 6.3 / MAX: 6.891. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20230517Target: CPU-v2-v2 - Model: mobilenet-v2r7g.4xlarge0.41180.82361.23541.64722.059SE +/- 0.08, N = 31.83MIN: 1.72 / MAX: 42.81. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20230517Target: CPU-v3-v3 - Model: mobilenet-v3r7g.4xlarge0.33980.67961.01941.35921.699SE +/- 0.01, N = 31.51MIN: 1.47 / MAX: 1.61. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20230517Target: CPU - Model: shufflenet-v2r7g.4xlarge0.29930.59860.89791.19721.4965SE +/- 0.01, N = 31.33MIN: 1.28 / MAX: 1.751. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20230517Target: CPU - Model: mnasnetr7g.4xlarge0.37130.74261.11391.48521.8565SE +/- 0.06, N = 31.65MIN: 1.53 / MAX: 37.681. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20230517Target: CPU - Model: efficientnet-b0r7g.4xlarge0.62551.2511.87652.5023.1275SE +/- 0.23, N = 32.78MIN: 2.48 / MAX: 70.181. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20230517Target: CPU - Model: blazefacer7g.4xlarge0.22280.44560.66840.89121.114SE +/- 0.01, N = 30.99MIN: 0.97 / MAX: 1.131. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20230517Target: CPU - Model: googlenetr7g.4xlarge0.94951.8992.84853.7984.7475SE +/- 0.01, N = 34.22MIN: 4.16 / MAX: 4.451. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20230517Target: CPU - Model: vgg16r7g.4xlarge3691215SE +/- 0.12, N = 310.13MIN: 9.9 / MAX: 34.051. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20230517Target: CPU - Model: resnet18r7g.4xlarge0.55581.11161.66742.22322.779SE +/- 0.01, N = 32.47MIN: 2.42 / MAX: 4.311. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20230517Target: CPU - Model: alexnetr7g.4xlarge0.5671.1341.7012.2682.835SE +/- 0.00, N = 32.52MIN: 2.48 / MAX: 3.051. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20230517Target: CPU - Model: resnet50r7g.4xlarge246810SE +/- 0.02, N = 36.14MIN: 6.06 / MAX: 6.621. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20230517Target: CPUv2-yolov3v2-yolov3 - Model: mobilenetv2-yolov3r7g.4xlarge246810SE +/- 0.01, N = 36.44MIN: 6.3 / MAX: 6.891. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20230517Target: CPU - Model: yolov4-tinyr7g.4xlarge3691215SE +/- 0.02, N = 39.34MIN: 9.25 / MAX: 16.341. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20230517Target: CPU - Model: squeezenet_ssdr7g.4xlarge0.9631.9262.8893.8524.815SE +/- 0.03, N = 34.28MIN: 4.19 / MAX: 4.991. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20230517Target: CPU - Model: regnety_400mr7g.4xlarge1.1792.3583.5374.7165.895SE +/- 0.05, N = 35.24MIN: 5.13 / MAX: 7.521. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20230517Target: CPU - Model: vision_transformerr7g.4xlarge20406080100SE +/- 0.26, N = 388.64MIN: 87.71 / MAX: 105.351. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20230517Target: CPU - Model: FastestDetr7g.4xlarge0.3960.7921.1881.5841.98SE +/- 0.02, N = 31.76MIN: 1.7 / MAX: 2.171. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20230517Target: Vulkan GPU - Model: mobilenetr7g.4xlarge246810SE +/- 0.07, N = 36.52MIN: 6.27 / MAX: 32.151. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20230517Target: Vulkan GPU-v2-v2 - Model: mobilenet-v2r7g.4xlarge0.39380.78761.18141.57521.969SE +/- 0.01, N = 31.75MIN: 1.71 / MAX: 2.241. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20230517Target: Vulkan GPU-v3-v3 - Model: mobilenet-v3r7g.4xlarge0.33750.6751.01251.351.6875SE +/- 0.02, N = 31.50MIN: 1.44 / MAX: 1.61. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20230517Target: Vulkan GPU - Model: shufflenet-v2r7g.4xlarge0.2970.5940.8911.1881.485SE +/- 0.02, N = 31.32MIN: 1.27 / MAX: 1.791. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20230517Target: Vulkan GPU - Model: mnasnetr7g.4xlarge0.35330.70661.05991.41321.7665SE +/- 0.01, N = 31.57MIN: 1.52 / MAX: 1.641. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20230517Target: Vulkan GPU - Model: efficientnet-b0r7g.4xlarge0.5671.1341.7012.2682.835SE +/- 0.03, N = 32.52MIN: 2.45 / MAX: 2.641. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20230517Target: Vulkan GPU - Model: blazefacer7g.4xlarge0.22280.44560.66840.89121.114SE +/- 0.01, N = 30.99MIN: 0.97 / MAX: 1.221. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20230517Target: Vulkan GPU - Model: googlenetr7g.4xlarge0.97651.9532.92953.9064.8825SE +/- 0.13, N = 34.34MIN: 4.16 / MAX: 67.771. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20230517Target: Vulkan GPU - Model: vgg16r7g.4xlarge3691215SE +/- 0.01, N = 39.97MIN: 9.87 / MAX: 10.191. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20230517Target: Vulkan GPU - Model: resnet18r7g.4xlarge0.58051.1611.74152.3222.9025SE +/- 0.11, N = 32.58MIN: 2.41 / MAX: 30.571. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20230517Target: Vulkan GPU - Model: alexnetr7g.4xlarge0.58281.16561.74842.33122.914SE +/- 0.07, N = 32.59MIN: 2.48 / MAX: 17.381. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20230517Target: Vulkan GPU - Model: resnet50r7g.4xlarge246810SE +/- 0.02, N = 36.14MIN: 6.07 / MAX: 6.651. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20230517Target: Vulkan GPUv2-yolov3v2-yolov3 - Model: mobilenetv2-yolov3r7g.4xlarge246810SE +/- 0.07, N = 36.52MIN: 6.27 / MAX: 32.151. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20230517Target: Vulkan GPU - Model: yolov4-tinyr7g.4xlarge3691215SE +/- 0.02, N = 39.30MIN: 9.2 / MAX: 9.471. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20230517Target: Vulkan GPU - Model: squeezenet_ssdr7g.4xlarge0.95631.91262.86893.82524.7815SE +/- 0.03, N = 34.25MIN: 4.14 / MAX: 4.491. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20230517Target: Vulkan GPU - Model: regnety_400mr7g.4xlarge1.17232.34463.51694.68925.8615SE +/- 0.11, N = 35.21MIN: 5.05 / MAX: 5.81. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20230517Target: Vulkan GPU - Model: vision_transformerr7g.4xlarge20406080100SE +/- 0.28, N = 388.52MIN: 87.01 / MAX: 129.581. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20230517Target: Vulkan GPU - Model: FastestDetr7g.4xlarge0.39150.7831.17451.5661.9575SE +/- 0.02, N = 31.74MIN: 1.69 / MAX: 2.081. (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: 128r7g.4xlarge70140210280350SE +/- 0.07, N = 3342.71. (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

OpenBenchmarking.orgGFLOPS/s, More Is Betterlibxsmm 2-1.17-3645M N K: 256r7g.4xlarge80160240320400SE +/- 0.26, N = 3366.01. (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: 32r7g.4xlarge60120180240300SE +/- 0.10, N = 3277.91. (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

OpenBenchmarking.orgGFLOPS/s, More Is Betterlibxsmm 2-1.17-3645M N K: 64r7g.4xlarge70140210280350SE +/- 0.35, N = 3343.21. (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

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: 1000000 - Partitions: 100

r7g.4xlarge: The test run did not produce a result.

Row Count: 1000000 - Partitions: 500

r7g.4xlarge: The test run did not produce a result.

Row Count: 1000000 - Partitions: 1000

r7g.4xlarge: The test run did not produce a result.

Row Count: 1000000 - Partitions: 2000

r7g.4xlarge: The test run did not produce a result.

Row Count: 10000000 - Partitions: 100

r7g.4xlarge: The test run did not produce a result.

Row Count: 10000000 - Partitions: 500

r7g.4xlarge: The test run did not produce a result.

Row Count: 20000000 - Partitions: 100

r7g.4xlarge: The test run did not produce a result.

Row Count: 20000000 - Partitions: 500

r7g.4xlarge: The test run did not produce a result.

Row Count: 40000000 - Partitions: 100

r7g.4xlarge: The test run did not produce a result.

Row Count: 40000000 - Partitions: 500

r7g.4xlarge: The test run did not produce a result.

Row Count: 10000000 - Partitions: 1000

r7g.4xlarge: The test run did not produce a result.

Row Count: 10000000 - Partitions: 2000

r7g.4xlarge: The test run did not produce a result.

Row Count: 20000000 - Partitions: 1000

r7g.4xlarge: The test run did not produce a result.

Row Count: 20000000 - Partitions: 2000

r7g.4xlarge: The test run did not produce a result.

Row Count: 40000000 - Partitions: 1000

r7g.4xlarge: The test run did not produce a result.

Row Count: 40000000 - Partitions: 2000

r7g.4xlarge: The test run did not produce a result.

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, First Run / Cold Cacher7g.4xlarge50100150200250SE +/- 0.64, N = 3240.43MIN: 10.12 / MAX: 6666.67

OpenBenchmarking.orgQueries Per Minute, Geo Mean, More Is BetterClickHouse 22.12.3.5100M Rows Hits Dataset, Second Runr7g.4xlarge50100150200250SE +/- 2.07, N = 3245.72MIN: 10.14 / MAX: 6000

OpenBenchmarking.orgQueries Per Minute, Geo Mean, More Is BetterClickHouse 22.12.3.5100M Rows Hits Dataset, Third Runr7g.4xlarge50100150200250SE +/- 0.36, N = 3247.87MIN: 10.14 / MAX: 6000

157 Results Shown

Stream:
  Copy
  Scale
  Triad
  Add
CacheBench:
  Read
  Write
  Read / Modify / Write
Zstd Compression:
  3 - Compression Speed
  3 - Decompression Speed
  8 - Compression Speed
  8 - Decompression Speed
  12 - Compression Speed
  12 - Decompression Speed
  19 - Compression Speed
  19 - Decompression Speed
  3, Long Mode - Compression Speed
  3, Long Mode - Decompression Speed
  8, Long Mode - Compression Speed
  8, Long Mode - Decompression Speed
  19, Long Mode - Compression Speed
  19, Long Mode - Decompression Speed
LZ4 Compression:
  1 - Compression Speed
  1 - Decompression Speed
  3 - Compression Speed
  3 - Decompression Speed
  9 - Compression Speed
  9 - Decompression Speed
OpenSSL:
  SHA256
  SHA512
  RSA4096
  RSA4096
  ChaCha20
  AES-128-GCM
  AES-256-GCM
  ChaCha20-Poly1305
Botan:
  KASUMI
  KASUMI - Decrypt
  AES-256
  AES-256 - Decrypt
  Twofish
  Twofish - Decrypt
  Blowfish
  Blowfish - Decrypt
  CAST-256
  CAST-256 - Decrypt
  ChaCha20Poly1305
  ChaCha20Poly1305 - Decrypt
x264:
  Bosphorus 4K
  Bosphorus 1080p
x265:
  Bosphorus 4K
  Bosphorus 1080p
PyPerformance:
  go
  2to3
  chaos
  float
  nbody
  pathlib
  raytrace
  json_loads
  crypto_pyaes
  regex_compile
  python_startup
  django_template
  pickle_pure_python
CppPerformanceBenchmarks:
  Atol
  Ctype
  Math Library
  Rand Numbers
  Stepanov Vector
  Function Objects
  Stepanov Abstraction
GraphicsMagick:
  Swirl
  Rotate
  Sharpen
  Enhanced
  Resizing
  Noise-Gaussian
  HWB Color Space
Smallpt
Stockfish
C-Ray
SciMark:
  Composite
  Monte Carlo
  Fast Fourier Transform
  Sparse Matrix Multiply
  Dense LU Matrix Factorization
  Jacobi Successive Over-Relaxation
BlogBench:
  Read
  Write
nginx:
  20
  100
  200
  500
  1000
  4000
Redis 7.0.12 + memtier_benchmark:
  Redis - 50 - 1:1
  Redis - 50 - 1:5
  Redis - 50 - 5:1
  Redis - 100 - 1:1
  Redis - 100 - 1:5
  Redis - 100 - 5:1
  Redis - 50 - 10:1
  Redis - 50 - 1:10
  Redis - 500 - 1:1
  Redis - 500 - 1:5
  Redis - 500 - 5:1
  Redis - 100 - 10:1
  Redis - 100 - 1:10
  Redis - 500 - 10:1
  Redis - 500 - 1:10
VVenC:
  Bosphorus 4K - Fast
  Bosphorus 4K - Faster
  Bosphorus 1080p - Fast
  Bosphorus 1080p - Faster
NCNN:
  CPU - mobilenet
  CPU-v2-v2 - mobilenet-v2
  CPU-v3-v3 - mobilenet-v3
  CPU - shufflenet-v2
  CPU - mnasnet
  CPU - efficientnet-b0
  CPU - blazeface
  CPU - googlenet
  CPU - vgg16
  CPU - resnet18
  CPU - alexnet
  CPU - resnet50
  CPUv2-yolov3v2-yolov3 - mobilenetv2-yolov3
  CPU - yolov4-tiny
  CPU - squeezenet_ssd
  CPU - regnety_400m
  CPU - vision_transformer
  CPU - FastestDet
  Vulkan GPU - mobilenet
  Vulkan GPU-v2-v2 - mobilenet-v2
  Vulkan GPU-v3-v3 - mobilenet-v3
  Vulkan GPU - shufflenet-v2
  Vulkan GPU - mnasnet
  Vulkan GPU - efficientnet-b0
  Vulkan GPU - blazeface
  Vulkan GPU - googlenet
  Vulkan GPU - vgg16
  Vulkan GPU - resnet18
  Vulkan GPU - alexnet
  Vulkan GPU - resnet50
  Vulkan GPUv2-yolov3v2-yolov3 - mobilenetv2-yolov3
  Vulkan GPU - yolov4-tiny
  Vulkan GPU - squeezenet_ssd
  Vulkan GPU - regnety_400m
  Vulkan GPU - vision_transformer
  Vulkan GPU - FastestDet
libxsmm:
  128
  256
  32
  64
ClickHouse:
  100M Rows Hits Dataset, First Run / Cold Cache
  100M Rows Hits Dataset, Second Run
  100M Rows Hits Dataset, Third Run

r7g.4xlarge

Processor: ARMv8 Neoverse-V1 (16 Cores), Motherboard: Amazon EC2 r7g.4xlarge (1.0 BIOS), Chipset: Amazon Device 0200, Memory: 128GB, Disk: 215GB Amazon Elastic Block Store, Network: Amazon Elastic

OS: Amazon Linux 2023.4.20240401, Kernel: 6.1.82-99.168.amzn2023.aarch64 (aarch64) 20240325, Compiler: GCC 11.4.1 20230605, File-System: xfs, System Layer: amazon

Kernel Notes: Transparent Huge Pages: madvise
Compiler Notes: --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
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 __user pointer sanitization + spectre_v2: Mitigation of CSV2 BHB + srbds: Not affected + tsx_async_abort: Not affected

Testing initiated at 10 April 2024 05:57 by user root.