Xeon October

Intel Xeon Silver 4216 testing with a TYAN S7100AG2NR (V4.02 BIOS) and ASPEED on Debian 11 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 2110275-TJ-XEONOCTOB86
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C/C++ Compiler Tests 2 Tests
Creator Workloads 4 Tests
Encoding 2 Tests
HPC - High Performance Computing 2 Tests
Multi-Core 2 Tests
Video Encoding 2 Tests

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October 27 2021
  1 Hour, 26 Minutes
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October 27 2021
  1 Hour, 24 Minutes
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Xeon OctoberOpenBenchmarking.orgPhoronix Test SuiteIntel Xeon Silver 4216 @ 3.20GHz (16 Cores / 32 Threads)TYAN S7100AG2NR (V4.02 BIOS)Intel Sky Lake-E DMI3 Registers24GB240GB Corsair Force MP500ASPEEDRealtek ALC8922 x Intel I350Debian 115.10.0-9-amd64 (x86_64)X Server1.0.2GCC 10.2.1 20210110ext41024x768ProcessorMotherboardChipsetMemoryDiskGraphicsAudioNetworkOSKernelDisplay ServerVulkanCompilerFile-SystemScreen ResolutionXeon October BenchmarksSystem Logs- Transparent Huge Pages: always- --build=x86_64-linux-gnu --disable-vtable-verify --disable-werror --enable-bootstrap --enable-checking=release --enable-clocale=gnu --enable-default-pie --enable-gnu-unique-object --enable-languages=c,ada,c++,go,brig,d,fortran,objc,obj-c++,m2 --enable-libphobos-checking=release --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-link-mutex --enable-multiarch --enable-multilib --enable-nls --enable-objc-gc=auto --enable-offload-targets=nvptx-none=/build/gcc-10-Km9U7s/gcc-10-10.2.1/debian/tmp-nvptx/usr,amdgcn-amdhsa=/build/gcc-10-Km9U7s/gcc-10-10.2.1/debian/tmp-gcn/usr,hsa --enable-plugin --enable-shared --enable-threads=posix --host=x86_64-linux-gnu --program-prefix=x86_64-linux-gnu- --target=x86_64-linux-gnu --with-abi=m64 --with-arch-32=i686 --with-build-config=bootstrap-lto-lean --with-default-libstdcxx-abi=new --with-gcc-major-version-only --with-multilib-list=m32,m64,mx32 --with-target-system-zlib=auto --with-tune=generic --without-cuda-driver -v - Scaling Governor: intel_pstate powersave - CPU Microcode: 0x500002c- Python 3.9.2- itlb_multihit: KVM: Mitigation of VMX disabled + l1tf: Not affected + mds: Not affected + meltdown: Not affected + spec_store_bypass: Mitigation of SSB disabled via prctl and seccomp + spectre_v1: Mitigation of usercopy/swapgs barriers and __user pointer sanitization + spectre_v2: Mitigation of Enhanced IBRS IBPB: conditional RSB filling + srbds: Not affected + tsx_async_abort: Mitigation of TSX disabled

A vs. B ComparisonPhoronix Test SuiteBaseline+21%+21%+42%+42%+63%+63%+84%+84%20%15.5%13.5%4.2%4%3.6%3.2%3.1%2.4%2.2%2.1%GET84.1%MIX63.4%CPU - Numba - 65536 - Equation of StateDNN - D.N.NSpeed 8 Realtime - Bosphorus 1080pCPU - PyTorch - 4194304 - Equation of State8.6%SET4.8%CPU - TensorFlow - 262144 - Equation of State4.8%CPU - JAX - 1048576 - Equation of StateFeatures 2DObject Detection3.9%CPU - Numba - 1048576 - Equation of State3.7%Bosphorus 1080p - Ultra FastL.a.L.l3.5%CPU - PyTorch - 65536 - Isoneutral Mixing3.2%CPU - Numpy - 1048576 - Equation of State3.2%CPU - JAX - 4194304 - Isoneutral MixingCPU - Theano - 65536 - Isoneutral Mixing3 - Compression Speed3%L.S.T.A.T.R2.8%CPU - Numpy - 4194304 - Equation of State2.5%3, Long Mode - Compression SpeedSpeed 4 Two-Pass - Bosphorus 1080p2.3%CPU - JAX - 262144 - Isoneutral Mixing2.3%CPU - Numpy - 65536 - Isoneutral MixingCPU - TensorFlow - 4194304 - Equation of State2.2%CPU - PyTorch - 4194304 - Isoneutral Mixing2.1%19 - Compression SpeedRedis Memtier / Redis BenchmarkRedis Memtier / Redis BenchmarkPyHPC BenchmarksOpenCVAOM AV1PyHPC BenchmarksRedis Memtier / Redis BenchmarkPyHPC BenchmarksPyHPC BenchmarksOpenCVOpenCVPyHPC BenchmarksKvazaarRedis Memtier / Redis BenchmarkPyHPC BenchmarksPyHPC BenchmarksPyHPC BenchmarksPyHPC BenchmarksZstd CompressionRAR CompressionPyHPC BenchmarksZstd CompressionAOM AV1PyHPC BenchmarksPyHPC BenchmarksPyHPC BenchmarksPyHPC BenchmarksZstd CompressionAB

Xeon Octoberaom-av1: Speed 4 Two-Pass - Bosphorus 4Kopencv: Features 2Dopencv: Object Detectionpyhpc: CPU - Numpy - 4194304 - Isoneutral Mixingaom-av1: Speed 4 Two-Pass - Bosphorus 1080pcompress-rar: Linux Source Tree Archiving To RARredis: GETredis: SETredis: MIXaom-av1: Speed 6 Realtime - Bosphorus 1080ppyhpc: CPU - Theano - 4194304 - Isoneutral Mixingaom-av1: Speed 6 Two-Pass - Bosphorus 4Kpyhpc: CPU - Bohrium - 4194304 - Isoneutral Mixingpyhpc: CPU - PyTorch - 4194304 - Isoneutral Mixingaom-av1: Speed 6 Realtime - Bosphorus 4Kpyhpc: CPU - Numba - 4194304 - Isoneutral Mixingpyhpc: CPU - JAX - 4194304 - Isoneutral Mixingkvazaar: Bosphorus 4K - Mediumpyhpc: CPU - JAX - 1048576 - Isoneutral Mixingpyhpc: CPU - Numpy - 4194304 - Equation of Stateaom-av1: Speed 6 Two-Pass - Bosphorus 1080ppyhpc: CPU - JAX - 1048576 - Equation of Stateastcenc: Exhaustiveredis: LPUSH and LPOP: lpushredis: LPUSH and LPOP: lpopcompress-zstd: 19, Long Mode - Decompression Speedcompress-zstd: 19, Long Mode - Compression Speedkvazaar: Bosphorus 4K - Very Fastpyhpc: CPU - Numba - 65536 - Isoneutral Mixingpyhpc: CPU - Theano - 16384 - Isoneutral Mixingpyhpc: CPU - TensorFlow - 262144 - Equation of Statecompress-zstd: 19 - Decompression Speedcompress-zstd: 19 - Compression Speedpyhpc: CPU - TensorFlow - 4194304 - Equation of Statecompress-zstd: 3, Long Mode - Decompression Speedcompress-zstd: 3, Long Mode - Compression Speedcompress-zstd: 3 - Compression Speedcompress-zstd: 8 - Decompression Speedcompress-zstd: 8 - Compression Speedpyhpc: CPU - Bohrium - 262144 - Isoneutral Mixingcompress-zstd: 8, Long Mode - Decompression Speedcompress-zstd: 8, Long Mode - Compression Speedpyhpc: CPU - Theano - 1048576 - Isoneutral Mixingpyhpc: CPU - Theano - 262144 - Equation of Statepyhpc: CPU - Numpy - 1048576 - Isoneutral Mixingopencv: DNN - Deep Neural Networkpyhpc: CPU - Bohrium - 1048576 - Isoneutral Mixingaom-av1: Speed 8 Realtime - Bosphorus 4Kpyhpc: CPU - JAX - 16384 - Equation of Statepyhpc: CPU - Numpy - 262144 - Isoneutral Mixingpyhpc: CPU - Theano - 262144 - Isoneutral Mixingpyhpc: CPU - PyTorch - 1048576 - Isoneutral Mixingkvazaar: Bosphorus 1080p - Mediumkvazaar: Bosphorus 4K - Ultra Fastpyhpc: CPU - JAX - 262144 - Isoneutral Mixingpyhpc: CPU - Theano - 16384 - Equation of Stateaom-av1: Speed 9 Realtime - Bosphorus 4Kaom-av1: Speed 10 Realtime - Bosphorus 4Kpyhpc: CPU - Numba - 262144 - Equation of Statepyhpc: CPU - Numba - 1048576 - Isoneutral Mixingpyhpc: CPU - PyTorch - 4194304 - Equation of Stategimp: unsharp-maskpyhpc: CPU - JAX - 4194304 - Equation of Statepyhpc: CPU - Numba - 262144 - Isoneutral Mixinggimp: auto-levelsopenssl: openssl: pyhpc: CPU - Numba - 16384 - Equation of Statepyhpc: CPU - TensorFlow - 65536 - Equation of Stategimp: rotatepyhpc: CPU - JAX - 16384 - Isoneutral Mixingpyhpc: CPU - Theano - 4194304 - Equation of Stateaom-av1: Speed 8 Realtime - Bosphorus 1080ppyhpc: CPU - Bohrium - 1048576 - Equation of Statepyhpc: CPU - Theano - 1048576 - Equation of Statekvazaar: Bosphorus 1080p - Very Fastpyhpc: CPU - Numpy - 16384 - Isoneutral Mixingpyhpc: CPU - Bohrium - 4194304 - Equation of Statepyhpc: CPU - PyTorch - 1048576 - Equation of Statepyhpc: CPU - Bohrium - 65536 - Isoneutral Mixingaom-av1: Speed 9 Realtime - Bosphorus 1080paom-av1: Speed 10 Realtime - Bosphorus 1080pgimp: resizepyhpc: CPU - Numba - 4194304 - Equation of Statepyhpc: CPU - Numba - 16384 - Isoneutral Mixingpyhpc: CPU - Numba - 1048576 - Equation of Statepyhpc: CPU - Numpy - 1048576 - Equation of Statepyhpc: CPU - JAX - 262144 - Equation of Statepyhpc: CPU - Numpy - 262144 - Equation of Stateastcenc: Thoroughpyhpc: CPU - Theano - 65536 - Isoneutral Mixingpyhpc: CPU - Theano - 65536 - Equation of Statepyhpc: CPU - TensorFlow - 1048576 - Equation of Statepyhpc: CPU - JAX - 65536 - Isoneutral Mixingpyhpc: CPU - PyTorch - 16384 - Equation of Statekvazaar: Bosphorus 1080p - Ultra Fastpyhpc: CPU - Bohrium - 16384 - Isoneutral Mixingpyhpc: CPU - PyTorch - 65536 - Equation of Statepyhpc: CPU - PyTorch - 262144 - Equation of Statepyhpc: CPU - TensorFlow - 16384 - Equation of Statepyhpc: CPU - PyTorch - 262144 - Isoneutral Mixingpyhpc: CPU - Numpy - 65536 - Isoneutral Mixingpyhpc: CPU - Numba - 65536 - Equation of Statepyhpc: CPU - JAX - 65536 - Equation of Statepyhpc: CPU - Bohrium - 262144 - Equation of Stateastcenc: Mediumpyhpc: CPU - Bohrium - 65536 - Equation of Statepyhpc: CPU - Bohrium - 16384 - Equation of Statepyhpc: CPU - Numpy - 16384 - Equation of Statepyhpc: CPU - PyTorch - 65536 - Isoneutral Mixingpyhpc: CPU - Numpy - 65536 - Equation of Statepyhpc: CPU - PyTorch - 16384 - Isoneutral Mixingpyhpc: CPU - TensorFlow - 16384 - Isoneutral MixingAB2.892460341577153.2844.88142.925821658.09569077.78764401.344.52.4155.862.1022.35.411.7760.9436.20.2812.17410.570.02557.250410632711076661.52186.730.611.310.0260.0080.0212147.647.90.1822620.4105.12884.52485.2575.60.1622667.11340.5790.0260.734371910.54819.020.0010.1710.1250.5220.0620.390.0880.00222.4122.860.020.430.20925.0490.0520.09921.239213017.63293.20.0010.01119.7140.0050.42530.530.1220.10834.540.010.3860.0560.07340.4442.4814.7140.3250.0060.0820.4060.0040.1016.30010.0330.0070.0480.0290.00157.710.0490.0040.0130.0040.1320.0460.0060.0030.0556.46750.0380.0340.0040.0310.0250.0092.92364741638993.3154.77146.979446388.64543188.11467842.474.432.4315.92.1122.3495.331.7780.9146.220.2852.22910.680.02457.19741027115.881066566.52189.330.311.330.0260.0080.0222171.748.90.1862611107.62800.62488.1583.40.1622641.1135.70.5840.0260.741321870.55519.160.0010.170.1260.52220.0620.260.090.00222.8122.990.020.430.22724.7220.0520.120.89621353932860.0010.01119.4820.0050.4334.660.1220.10734.820.010.3860.0560.07341.141.814.910.3250.0060.0850.4190.0040.1026.2980.0320.0070.0480.0290.00159.810.0490.0040.0130.0040.1310.0450.0050.0030.0546.53870.0380.0340.0040.0320.0250.009OpenBenchmarking.org

AOM AV1

This is a test of the AOMedia AV1 encoder (libaom) developed by AOMedia and Google. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFrames Per Second, More Is BetterAOM AV1 3.2Encoder Mode: Speed 4 Two-Pass - Input: Bosphorus 4KAB0.65251.3051.95752.613.26252.892.901. (CXX) g++ options: -O3 -std=c++11 -U_FORTIFY_SOURCE -lm -lpthread

OpenCV

This is a benchmark of the OpenCV (Computer Vision) library's built-in performance tests. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgms, Fewer Is BetterOpenCV 4.5.4Test: Features 2DAB50K100K150K200K250K2460342364741. (CXX) g++ options: -fPIC -fsigned-char -pthread -fomit-frame-pointer -ffunction-sections -fdata-sections -msse -msse2 -msse3 -fvisibility=hidden -O3 -shared

OpenBenchmarking.orgms, Fewer Is BetterOpenCV 4.5.4Test: Object DetectionAB40K80K120K160K200K1577151638991. (CXX) g++ options: -fPIC -fsigned-char -pthread -fomit-frame-pointer -ffunction-sections -fdata-sections -msse -msse2 -msse3 -fvisibility=hidden -O3 -shared

PyHPC Benchmarks

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 2.1Device: CPU - Backend: Numpy - Project Size: 4194304 - Benchmark: Isoneutral MixingAB0.74591.49182.23772.98363.72953.2843.315

AOM AV1

This is a test of the AOMedia AV1 encoder (libaom) developed by AOMedia and Google. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFrames Per Second, More Is BetterAOM AV1 3.2Encoder Mode: Speed 4 Two-Pass - Input: Bosphorus 1080pAB1.0982.1963.2944.3925.494.884.771. (CXX) g++ options: -O3 -std=c++11 -U_FORTIFY_SOURCE -lm -lpthread

RAR Compression

This test measures the time needed to archive/compress two copies of the Linux 5.14 kernel source tree using RAR/WinRAR compression. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterRAR Compression 6.0.2Linux Source Tree Archiving To RARAB306090120150142.93146.98

Redis Memtier / Redis Benchmark

Redis is an open-source in-memory data structure store, used as a database, cache, and message broker. This test profile is for testing any system-installed Redis copy. The redis-server and redis-benchmark software must be present in PATH. To use a static / locally built version of Redis, run the pts/redis test profile instead. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgOperations Per Second, More Is BetterRedis Memtier / Redis BenchmarkTest: GETAB200K400K600K800K1000K821658.09446388.641. (CXX) g++ options: -O2 -levent_openssl -levent -lcrypto -lssl -lpthread -lz -lpcre2. Redis server v=6.0.15 sha=00000000:0 malloc=jemalloc-5.2.1 bits=64 build=4610f4c3acf7fb25

OpenBenchmarking.orgOperations Per Second, More Is BetterRedis Memtier / Redis BenchmarkTest: SETAB120K240K360K480K600K569077.78543188.111. (CXX) g++ options: -O2 -levent_openssl -levent -lcrypto -lssl -lpthread -lz -lpcre2. Redis server v=6.0.15 sha=00000000:0 malloc=jemalloc-5.2.1 bits=64 build=4610f4c3acf7fb25

OpenBenchmarking.orgOperations Per Second, More Is BetterRedis Memtier / Redis BenchmarkTest: MIXAB160K320K480K640K800K764401.34467842.471. (CXX) g++ options: -O2 -levent_openssl -levent -lcrypto -lssl -lpthread -lz -lpcre2. Redis server v=6.0.15 sha=00000000:0 malloc=jemalloc-5.2.1 bits=64 build=4610f4c3acf7fb25

AOM AV1

This is a test of the AOMedia AV1 encoder (libaom) developed by AOMedia and Google. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFrames Per Second, More Is BetterAOM AV1 3.2Encoder Mode: Speed 6 Realtime - Input: Bosphorus 1080pAB1.01252.0253.03754.055.06254.504.431. (CXX) g++ options: -O3 -std=c++11 -U_FORTIFY_SOURCE -lm -lpthread

PyHPC Benchmarks

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 2.1Device: CPU - Backend: Theano - Project Size: 4194304 - Benchmark: Isoneutral MixingAB0.5471.0941.6412.1882.7352.4152.431

AOM AV1

This is a test of the AOMedia AV1 encoder (libaom) developed by AOMedia and Google. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFrames Per Second, More Is BetterAOM AV1 3.2Encoder Mode: Speed 6 Two-Pass - Input: Bosphorus 4KAB1.32752.6553.98255.316.63755.865.901. (CXX) g++ options: -O3 -std=c++11 -U_FORTIFY_SOURCE -lm -lpthread

PyHPC Benchmarks

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 2.1Device: CPU - Backend: Bohrium - Project Size: 4194304 - Benchmark: Isoneutral MixingAB0.47520.95041.42561.90082.3762.1022.112

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 2.1Device: CPU - Backend: PyTorch - Project Size: 4194304 - Benchmark: Isoneutral MixingAB0.52851.0571.58552.1142.64252.3002.349

AOM AV1

This is a test of the AOMedia AV1 encoder (libaom) developed by AOMedia and Google. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFrames Per Second, More Is BetterAOM AV1 3.2Encoder Mode: Speed 6 Realtime - Input: Bosphorus 4KAB1.21732.43463.65194.86926.08655.415.331. (CXX) g++ options: -O3 -std=c++11 -U_FORTIFY_SOURCE -lm -lpthread

PyHPC Benchmarks

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 2.1Device: CPU - Backend: Numba - Project Size: 4194304 - Benchmark: Isoneutral MixingAB0.40010.80021.20031.60042.00051.7761.778

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 2.1Device: CPU - Backend: JAX - Project Size: 4194304 - Benchmark: Isoneutral MixingAB0.21220.42440.63660.84881.0610.9430.914

Kvazaar

This is a test of Kvazaar as a CPU-based H.265/HEVC video encoder written in the C programming language and optimized in Assembly. Kvazaar is the winner of the 2016 ACM Open-Source Software Competition and developed at the Ultra Video Group, Tampere University, Finland. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFrames Per Second, More Is BetterKvazaar 2.1Video Input: Bosphorus 4K - Video Preset: MediumAB2468106.206.221. (CC) gcc options: -pthread -ftree-vectorize -fvisibility=hidden -O2 -lpthread -lm -lrt

PyHPC Benchmarks

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 2.1Device: CPU - Backend: JAX - Project Size: 1048576 - Benchmark: Isoneutral MixingAB0.06410.12820.19230.25640.32050.2810.285

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 2.1Device: CPU - Backend: Numpy - Project Size: 4194304 - Benchmark: Equation of StateAB0.50151.0031.50452.0062.50752.1742.229

AOM AV1

This is a test of the AOMedia AV1 encoder (libaom) developed by AOMedia and Google. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFrames Per Second, More Is BetterAOM AV1 3.2Encoder Mode: Speed 6 Two-Pass - Input: Bosphorus 1080pAB369121510.5710.681. (CXX) g++ options: -O3 -std=c++11 -U_FORTIFY_SOURCE -lm -lpthread

PyHPC Benchmarks

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 2.1Device: CPU - Backend: JAX - Project Size: 1048576 - Benchmark: Equation of StateAB0.00560.01120.01680.02240.0280.0250.024

ASTC Encoder

ASTC Encoder (astcenc) is for the Adaptive Scalable Texture Compression (ASTC) format commonly used with OpenGL, OpenGL ES, and Vulkan graphics APIs. This test profile does a coding test of both compression/decompression. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterASTC Encoder 3.2Preset: ExhaustiveAB132639526557.2557.201. (CXX) g++ options: -O3 -flto -pthread

Redis Memtier / Redis Benchmark

Redis is an open-source in-memory data structure store, used as a database, cache, and message broker. This test profile is for testing any system-installed Redis copy. The redis-server and redis-benchmark software must be present in PATH. To use a static / locally built version of Redis, run the pts/redis test profile instead. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgRequests Per Second, More Is BetterRedis Memtier / Redis BenchmarkTest: LPUSH and LPOP: lpushAB200K400K600K800K1000K1063271.001027115.881. (CXX) g++ options: -O2 -levent_openssl -levent -lcrypto -lssl -lpthread -lz -lpcre2. Redis server v=6.0.15 sha=00000000:0 malloc=jemalloc-5.2.1 bits=64 build=4610f4c3acf7fb25

OpenBenchmarking.orgRequests Per Second, More Is BetterRedis Memtier / Redis BenchmarkTest: LPUSH and LPOP: lpopAB200K400K600K800K1000K1076661.51066566.51. (CXX) g++ options: -O2 -levent_openssl -levent -lcrypto -lssl -lpthread -lz -lpcre2. Redis server v=6.0.15 sha=00000000:0 malloc=jemalloc-5.2.1 bits=64 build=4610f4c3acf7fb25

Zstd Compression

This test measures the time needed to compress/decompress a sample input file using Zstd compression supplied by the system or otherwise externally of the test profile. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMB/s, More Is BetterZstd CompressionCompression Level: 19, Long Mode - Decompression SpeedAB50010001500200025002186.72189.31. *** zstd command line interface 64-bits v1.4.8, by Yann Collet ***

OpenBenchmarking.orgMB/s, More Is BetterZstd CompressionCompression Level: 19, Long Mode - Compression SpeedAB71421283530.630.31. *** zstd command line interface 64-bits v1.4.8, by Yann Collet ***

Kvazaar

This is a test of Kvazaar as a CPU-based H.265/HEVC video encoder written in the C programming language and optimized in Assembly. Kvazaar is the winner of the 2016 ACM Open-Source Software Competition and developed at the Ultra Video Group, Tampere University, Finland. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFrames Per Second, More Is BetterKvazaar 2.1Video Input: Bosphorus 4K - Video Preset: Very FastAB369121511.3111.331. (CC) gcc options: -pthread -ftree-vectorize -fvisibility=hidden -O2 -lpthread -lm -lrt

PyHPC Benchmarks

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 2.1Device: CPU - Backend: Numba - Project Size: 65536 - Benchmark: Isoneutral MixingAB0.00590.01180.01770.02360.02950.0260.026

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 2.1Device: CPU - Backend: Theano - Project Size: 16384 - Benchmark: Isoneutral MixingAB0.00180.00360.00540.00720.0090.0080.008

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 2.1Device: CPU - Backend: TensorFlow - Project Size: 262144 - Benchmark: Equation of StateAB0.0050.010.0150.020.0250.0210.022

Zstd Compression

This test measures the time needed to compress/decompress a sample input file using Zstd compression supplied by the system or otherwise externally of the test profile. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMB/s, More Is BetterZstd CompressionCompression Level: 19 - Decompression SpeedAB50010001500200025002147.62171.71. *** zstd command line interface 64-bits v1.4.8, by Yann Collet ***

OpenBenchmarking.orgMB/s, More Is BetterZstd CompressionCompression Level: 19 - Compression SpeedAB112233445547.948.91. *** zstd command line interface 64-bits v1.4.8, by Yann Collet ***

PyHPC Benchmarks

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 2.1Device: CPU - Backend: TensorFlow - Project Size: 4194304 - Benchmark: Equation of StateAB0.04190.08380.12570.16760.20950.1820.186

Zstd Compression

This test measures the time needed to compress/decompress a sample input file using Zstd compression supplied by the system or otherwise externally of the test profile. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMB/s, More Is BetterZstd CompressionCompression Level: 3, Long Mode - Decompression SpeedAB60012001800240030002620.42611.01. *** zstd command line interface 64-bits v1.4.8, by Yann Collet ***

OpenBenchmarking.orgMB/s, More Is BetterZstd CompressionCompression Level: 3, Long Mode - Compression SpeedAB20406080100105.1107.61. *** zstd command line interface 64-bits v1.4.8, by Yann Collet ***

OpenBenchmarking.orgMB/s, More Is BetterZstd CompressionCompression Level: 3 - Compression SpeedAB60012001800240030002884.52800.61. *** zstd command line interface 64-bits v1.4.8, by Yann Collet ***

OpenBenchmarking.orgMB/s, More Is BetterZstd CompressionCompression Level: 8 - Decompression SpeedAB50010001500200025002485.22488.11. *** zstd command line interface 64-bits v1.4.8, by Yann Collet ***

OpenBenchmarking.orgMB/s, More Is BetterZstd CompressionCompression Level: 8 - Compression SpeedAB130260390520650575.6583.41. *** zstd command line interface 64-bits v1.4.8, by Yann Collet ***

PyHPC Benchmarks

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 2.1Device: CPU - Backend: Bohrium - Project Size: 262144 - Benchmark: Isoneutral MixingAB0.03650.0730.10950.1460.18250.1620.162

Zstd Compression

This test measures the time needed to compress/decompress a sample input file using Zstd compression supplied by the system or otherwise externally of the test profile. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMB/s, More Is BetterZstd CompressionCompression Level: 8, Long Mode - Decompression SpeedAB60012001800240030002667.12641.11. *** zstd command line interface 64-bits v1.4.8, by Yann Collet ***

OpenBenchmarking.orgMB/s, More Is BetterZstd CompressionCompression Level: 8, Long Mode - Compression SpeedAB306090120150134.0135.71. *** zstd command line interface 64-bits v1.4.8, by Yann Collet ***

PyHPC Benchmarks

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 2.1Device: CPU - Backend: Theano - Project Size: 1048576 - Benchmark: Isoneutral MixingAB0.13140.26280.39420.52560.6570.5790.584

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 2.1Device: CPU - Backend: Theano - Project Size: 262144 - Benchmark: Equation of StateAB0.00590.01180.01770.02360.02950.0260.026

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 2.1Device: CPU - Backend: Numpy - Project Size: 1048576 - Benchmark: Isoneutral MixingAB0.16670.33340.50010.66680.83350.7340.741

OpenCV

This is a benchmark of the OpenCV (Computer Vision) library's built-in performance tests. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgms, Fewer Is BetterOpenCV 4.5.4Test: DNN - Deep Neural NetworkAB8K16K24K32K40K37191321871. (CXX) g++ options: -fPIC -fsigned-char -pthread -fomit-frame-pointer -ffunction-sections -fdata-sections -msse -msse2 -msse3 -fvisibility=hidden -O3 -shared

PyHPC Benchmarks

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 2.1Device: CPU - Backend: Bohrium - Project Size: 1048576 - Benchmark: Isoneutral MixingAB0.12490.24980.37470.49960.62450.5480.555

AOM AV1

This is a test of the AOMedia AV1 encoder (libaom) developed by AOMedia and Google. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFrames Per Second, More Is BetterAOM AV1 3.2Encoder Mode: Speed 8 Realtime - Input: Bosphorus 4KAB51015202519.0219.161. (CXX) g++ options: -O3 -std=c++11 -U_FORTIFY_SOURCE -lm -lpthread

PyHPC Benchmarks

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 2.1Device: CPU - Backend: JAX - Project Size: 16384 - Benchmark: Equation of StateAB0.00020.00040.00060.00080.0010.0010.001

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 2.1Device: CPU - Backend: Numpy - Project Size: 262144 - Benchmark: Isoneutral MixingAB0.03850.0770.11550.1540.19250.1710.170

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 2.1Device: CPU - Backend: Theano - Project Size: 262144 - Benchmark: Isoneutral MixingAB0.02840.05680.08520.11360.1420.1250.126

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 2.1Device: CPU - Backend: PyTorch - Project Size: 1048576 - Benchmark: Isoneutral MixingAB0.11750.2350.35250.470.58750.5200.522

Kvazaar

This is a test of Kvazaar as a CPU-based H.265/HEVC video encoder written in the C programming language and optimized in Assembly. Kvazaar is the winner of the 2016 ACM Open-Source Software Competition and developed at the Ultra Video Group, Tampere University, Finland. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFrames Per Second, More Is BetterKvazaar 2.1Video Input: Bosphorus 1080p - Video Preset: MediumAB51015202520.0620.061. (CC) gcc options: -pthread -ftree-vectorize -fvisibility=hidden -O2 -lpthread -lm -lrt

OpenBenchmarking.orgFrames Per Second, More Is BetterKvazaar 2.1Video Input: Bosphorus 4K - Video Preset: Ultra FastAB51015202520.3920.261. (CC) gcc options: -pthread -ftree-vectorize -fvisibility=hidden -O2 -lpthread -lm -lrt

PyHPC Benchmarks

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 2.1Device: CPU - Backend: JAX - Project Size: 262144 - Benchmark: Isoneutral MixingAB0.02030.04060.06090.08120.10150.0880.090

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 2.1Device: CPU - Backend: Theano - Project Size: 16384 - Benchmark: Equation of StateAB0.00050.0010.00150.0020.00250.0020.002

AOM AV1

This is a test of the AOMedia AV1 encoder (libaom) developed by AOMedia and Google. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFrames Per Second, More Is BetterAOM AV1 3.2Encoder Mode: Speed 9 Realtime - Input: Bosphorus 4KAB51015202522.4122.811. (CXX) g++ options: -O3 -std=c++11 -U_FORTIFY_SOURCE -lm -lpthread

OpenBenchmarking.orgFrames Per Second, More Is BetterAOM AV1 3.2Encoder Mode: Speed 10 Realtime - Input: Bosphorus 4KAB61218243022.8622.991. (CXX) g++ options: -O3 -std=c++11 -U_FORTIFY_SOURCE -lm -lpthread

PyHPC Benchmarks

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 2.1Device: CPU - Backend: Numba - Project Size: 262144 - Benchmark: Equation of StateAB0.00450.0090.01350.0180.02250.020.02

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 2.1Device: CPU - Backend: Numba - Project Size: 1048576 - Benchmark: Isoneutral MixingAB0.09680.19360.29040.38720.4840.430.43

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 2.1Device: CPU - Backend: PyTorch - Project Size: 4194304 - Benchmark: Equation of StateAB0.05110.10220.15330.20440.25550.2090.227

GIMP

GIMP is an open-source image manipulaton program. This test profile will use the system-provided GIMP program otherwise on Windows relys upon a pre-packaged Windows binary from upstream GIMP.org. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterGIMP 2.10.22Test: unsharp-maskAB61218243025.0524.72

PyHPC Benchmarks

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 2.1Device: CPU - Backend: JAX - Project Size: 4194304 - Benchmark: Equation of StateAB0.01170.02340.03510.04680.05850.0520.052

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 2.1Device: CPU - Backend: Numba - Project Size: 262144 - Benchmark: Isoneutral MixingAB0.02250.0450.06750.090.11250.0990.100

GIMP

GIMP is an open-source image manipulaton program. This test profile will use the system-provided GIMP program otherwise on Windows relys upon a pre-packaged Windows binary from upstream GIMP.org. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterGIMP 2.10.22Test: auto-levelsAB51015202521.2420.90

OpenSSL

OpenSSL is an open-source toolkit that implements SSL (Secure Sockets Layer) and TLS (Transport Layer Security) protocols. The system/openssl test profiles relies on benchmarking the system/OS-supplied openssl binary rather than the pts/openssl test profile that uses the locally-built OpenSSL for benchmarking. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgverify/s, More Is BetterOpenSSLAB50K100K150K200K250K213017.6213539.01. OpenSSL 1.1.1k 25 Mar 2021

OpenBenchmarking.orgsign/s, More Is BetterOpenSSLAB70014002100280035003293.23286.01. OpenSSL 1.1.1k 25 Mar 2021

PyHPC Benchmarks

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 2.1Device: CPU - Backend: Numba - Project Size: 16384 - Benchmark: Equation of StateAB0.00020.00040.00060.00080.0010.0010.001

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 2.1Device: CPU - Backend: TensorFlow - Project Size: 65536 - Benchmark: Equation of StateAB0.00250.0050.00750.010.01250.0110.011

GIMP

GIMP is an open-source image manipulaton program. This test profile will use the system-provided GIMP program otherwise on Windows relys upon a pre-packaged Windows binary from upstream GIMP.org. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterGIMP 2.10.22Test: rotateAB51015202519.7119.48

PyHPC Benchmarks

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 2.1Device: CPU - Backend: JAX - Project Size: 16384 - Benchmark: Isoneutral MixingAB0.00110.00220.00330.00440.00550.0050.005

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 2.1Device: CPU - Backend: Theano - Project Size: 4194304 - Benchmark: Equation of StateAB0.09680.19360.29040.38720.4840.4250.430

AOM AV1

This is a test of the AOMedia AV1 encoder (libaom) developed by AOMedia and Google. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFrames Per Second, More Is BetterAOM AV1 3.2Encoder Mode: Speed 8 Realtime - Input: Bosphorus 1080pAB81624324030.5334.661. (CXX) g++ options: -O3 -std=c++11 -U_FORTIFY_SOURCE -lm -lpthread

PyHPC Benchmarks

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 2.1Device: CPU - Backend: Bohrium - Project Size: 1048576 - Benchmark: Equation of StateAB0.02750.0550.08250.110.13750.1220.122

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 2.1Device: CPU - Backend: Theano - Project Size: 1048576 - Benchmark: Equation of StateAB0.02430.04860.07290.09720.12150.1080.107

Kvazaar

This is a test of Kvazaar as a CPU-based H.265/HEVC video encoder written in the C programming language and optimized in Assembly. Kvazaar is the winner of the 2016 ACM Open-Source Software Competition and developed at the Ultra Video Group, Tampere University, Finland. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFrames Per Second, More Is BetterKvazaar 2.1Video Input: Bosphorus 1080p - Video Preset: Very FastAB81624324034.5434.821. (CC) gcc options: -pthread -ftree-vectorize -fvisibility=hidden -O2 -lpthread -lm -lrt

PyHPC Benchmarks

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 2.1Device: CPU - Backend: Numpy - Project Size: 16384 - Benchmark: Isoneutral MixingAB0.00230.00460.00690.00920.01150.010.01

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 2.1Device: CPU - Backend: Bohrium - Project Size: 4194304 - Benchmark: Equation of StateAB0.08690.17380.26070.34760.43450.3860.386

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 2.1Device: CPU - Backend: PyTorch - Project Size: 1048576 - Benchmark: Equation of StateAB0.01260.02520.03780.05040.0630.0560.056

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 2.1Device: CPU - Backend: Bohrium - Project Size: 65536 - Benchmark: Isoneutral MixingAB0.01640.03280.04920.06560.0820.0730.073

AOM AV1

This is a test of the AOMedia AV1 encoder (libaom) developed by AOMedia and Google. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFrames Per Second, More Is BetterAOM AV1 3.2Encoder Mode: Speed 9 Realtime - Input: Bosphorus 1080pAB91827364540.4441.101. (CXX) g++ options: -O3 -std=c++11 -U_FORTIFY_SOURCE -lm -lpthread

OpenBenchmarking.orgFrames Per Second, More Is BetterAOM AV1 3.2Encoder Mode: Speed 10 Realtime - Input: Bosphorus 1080pAB102030405042.4841.801. (CXX) g++ options: -O3 -std=c++11 -U_FORTIFY_SOURCE -lm -lpthread

GIMP

GIMP is an open-source image manipulaton program. This test profile will use the system-provided GIMP program otherwise on Windows relys upon a pre-packaged Windows binary from upstream GIMP.org. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterGIMP 2.10.22Test: resizeAB4812162014.7114.91

PyHPC Benchmarks

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 2.1Device: CPU - Backend: Numba - Project Size: 4194304 - Benchmark: Equation of StateAB0.07310.14620.21930.29240.36550.3250.325

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 2.1Device: CPU - Backend: Numba - Project Size: 16384 - Benchmark: Isoneutral MixingAB0.00140.00280.00420.00560.0070.0060.006

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 2.1Device: CPU - Backend: Numba - Project Size: 1048576 - Benchmark: Equation of StateAB0.01910.03820.05730.07640.09550.0820.085

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 2.1Device: CPU - Backend: Numpy - Project Size: 1048576 - Benchmark: Equation of StateAB0.09430.18860.28290.37720.47150.4060.419

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 2.1Device: CPU - Backend: JAX - Project Size: 262144 - Benchmark: Equation of StateAB0.00090.00180.00270.00360.00450.0040.004

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 2.1Device: CPU - Backend: Numpy - Project Size: 262144 - Benchmark: Equation of StateAB0.0230.0460.0690.0920.1150.1010.102

ASTC Encoder

ASTC Encoder (astcenc) is for the Adaptive Scalable Texture Compression (ASTC) format commonly used with OpenGL, OpenGL ES, and Vulkan graphics APIs. This test profile does a coding test of both compression/decompression. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterASTC Encoder 3.2Preset: ThoroughAB2468106.30016.29801. (CXX) g++ options: -O3 -flto -pthread

PyHPC Benchmarks

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 2.1Device: CPU - Backend: Theano - Project Size: 65536 - Benchmark: Isoneutral MixingAB0.00740.01480.02220.02960.0370.0330.032

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 2.1Device: CPU - Backend: Theano - Project Size: 65536 - Benchmark: Equation of StateAB0.00160.00320.00480.00640.0080.0070.007

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 2.1Device: CPU - Backend: TensorFlow - Project Size: 1048576 - Benchmark: Equation of StateAB0.01080.02160.03240.04320.0540.0480.048

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 2.1Device: CPU - Backend: JAX - Project Size: 65536 - Benchmark: Isoneutral MixingAB0.00650.0130.01950.0260.03250.0290.029

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 2.1Device: CPU - Backend: PyTorch - Project Size: 16384 - Benchmark: Equation of StateAB0.00020.00040.00060.00080.0010.0010.001

Kvazaar

This is a test of Kvazaar as a CPU-based H.265/HEVC video encoder written in the C programming language and optimized in Assembly. Kvazaar is the winner of the 2016 ACM Open-Source Software Competition and developed at the Ultra Video Group, Tampere University, Finland. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFrames Per Second, More Is BetterKvazaar 2.1Video Input: Bosphorus 1080p - Video Preset: Ultra FastAB132639526557.7159.811. (CC) gcc options: -pthread -ftree-vectorize -fvisibility=hidden -O2 -lpthread -lm -lrt

PyHPC Benchmarks

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 2.1Device: CPU - Backend: Bohrium - Project Size: 16384 - Benchmark: Isoneutral MixingAB0.0110.0220.0330.0440.0550.0490.049

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 2.1Device: CPU - Backend: PyTorch - Project Size: 65536 - Benchmark: Equation of StateAB0.00090.00180.00270.00360.00450.0040.004

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 2.1Device: CPU - Backend: PyTorch - Project Size: 262144 - Benchmark: Equation of StateAB0.00290.00580.00870.01160.01450.0130.013

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 2.1Device: CPU - Backend: TensorFlow - Project Size: 16384 - Benchmark: Equation of StateAB0.00090.00180.00270.00360.00450.0040.004

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 2.1Device: CPU - Backend: PyTorch - Project Size: 262144 - Benchmark: Isoneutral MixingAB0.02970.05940.08910.11880.14850.1320.131

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 2.1Device: CPU - Backend: Numpy - Project Size: 65536 - Benchmark: Isoneutral MixingAB0.01040.02080.03120.04160.0520.0460.045

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 2.1Device: CPU - Backend: Numba - Project Size: 65536 - Benchmark: Equation of StateAB0.00140.00280.00420.00560.0070.0060.005

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 2.1Device: CPU - Backend: JAX - Project Size: 65536 - Benchmark: Equation of StateAB0.00070.00140.00210.00280.00350.0030.003

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 2.1Device: CPU - Backend: Bohrium - Project Size: 262144 - Benchmark: Equation of StateAB0.01240.02480.03720.04960.0620.0550.054

ASTC Encoder

ASTC Encoder (astcenc) is for the Adaptive Scalable Texture Compression (ASTC) format commonly used with OpenGL, OpenGL ES, and Vulkan graphics APIs. This test profile does a coding test of both compression/decompression. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterASTC Encoder 3.2Preset: MediumAB2468106.46756.53871. (CXX) g++ options: -O3 -flto -pthread

PyHPC Benchmarks

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 2.1Device: CPU - Backend: Bohrium - Project Size: 65536 - Benchmark: Equation of StateAB0.00860.01720.02580.03440.0430.0380.038

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 2.1Device: CPU - Backend: Bohrium - Project Size: 16384 - Benchmark: Equation of StateAB0.00770.01540.02310.03080.03850.0340.034

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 2.1Device: CPU - Backend: Numpy - Project Size: 16384 - Benchmark: Equation of StateAB0.00090.00180.00270.00360.00450.0040.004

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 2.1Device: CPU - Backend: PyTorch - Project Size: 65536 - Benchmark: Isoneutral MixingAB0.00720.01440.02160.02880.0360.0310.032

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 2.1Device: CPU - Backend: Numpy - Project Size: 65536 - Benchmark: Equation of StateAB0.00560.01120.01680.02240.0280.0250.025

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 2.1Device: CPU - Backend: PyTorch - Project Size: 16384 - Benchmark: Isoneutral MixingAB0.0020.0040.0060.0080.010.0090.009

Device: CPU - Backend: TensorFlow - Project Size: 1048576 - Benchmark: Isoneutral Mixing

A: Test failed to run.

B: Test failed to run.

Device: CPU - Backend: TensorFlow - Project Size: 4194304 - Benchmark: Isoneutral Mixing

A: Test failed to run.

B: Test failed to run.

Device: CPU - Backend: TensorFlow - Project Size: 65536 - Benchmark: Isoneutral Mixing

A: Test failed to run.

B: Test failed to run.

Device: CPU - Backend: TensorFlow - Project Size: 262144 - Benchmark: Isoneutral Mixing

A: Test failed to run.

B: Test failed to run.

Device: CPU - Backend: TensorFlow - Project Size: 16384 - Benchmark: Isoneutral Mixing

A: Test failed to run.

B: Test failed to run.

112 Results Shown

AOM AV1
OpenCV:
  Features 2D
  Object Detection
PyHPC Benchmarks
AOM AV1
RAR Compression
Redis Memtier / Redis Benchmark:
  GET
  SET
  MIX
AOM AV1
PyHPC Benchmarks
AOM AV1
PyHPC Benchmarks:
  CPU - Bohrium - 4194304 - Isoneutral Mixing
  CPU - PyTorch - 4194304 - Isoneutral Mixing
AOM AV1
PyHPC Benchmarks:
  CPU - Numba - 4194304 - Isoneutral Mixing
  CPU - JAX - 4194304 - Isoneutral Mixing
Kvazaar
PyHPC Benchmarks:
  CPU - JAX - 1048576 - Isoneutral Mixing
  CPU - Numpy - 4194304 - Equation of State
AOM AV1
PyHPC Benchmarks
ASTC Encoder
Redis Memtier / Redis Benchmark:
  LPUSH and LPOP: lpush
  LPUSH and LPOP: lpop
Zstd Compression:
  19, Long Mode - Decompression Speed
  19, Long Mode - Compression Speed
Kvazaar
PyHPC Benchmarks:
  CPU - Numba - 65536 - Isoneutral Mixing
  CPU - Theano - 16384 - Isoneutral Mixing
  CPU - TensorFlow - 262144 - Equation of State
Zstd Compression:
  19 - Decompression Speed
  19 - Compression Speed
PyHPC Benchmarks
Zstd Compression:
  3, Long Mode - Decompression Speed
  3, Long Mode - Compression Speed
  3 - Compression Speed
  8 - Decompression Speed
  8 - Compression Speed
PyHPC Benchmarks
Zstd Compression:
  8, Long Mode - Decompression Speed
  8, Long Mode - Compression Speed
PyHPC Benchmarks:
  CPU - Theano - 1048576 - Isoneutral Mixing
  CPU - Theano - 262144 - Equation of State
  CPU - Numpy - 1048576 - Isoneutral Mixing
OpenCV
PyHPC Benchmarks
AOM AV1
PyHPC Benchmarks:
  CPU - JAX - 16384 - Equation of State
  CPU - Numpy - 262144 - Isoneutral Mixing
  CPU - Theano - 262144 - Isoneutral Mixing
  CPU - PyTorch - 1048576 - Isoneutral Mixing
Kvazaar:
  Bosphorus 1080p - Medium
  Bosphorus 4K - Ultra Fast
PyHPC Benchmarks:
  CPU - JAX - 262144 - Isoneutral Mixing
  CPU - Theano - 16384 - Equation of State
AOM AV1:
  Speed 9 Realtime - Bosphorus 4K
  Speed 10 Realtime - Bosphorus 4K
PyHPC Benchmarks:
  CPU - Numba - 262144 - Equation of State
  CPU - Numba - 1048576 - Isoneutral Mixing
  CPU - PyTorch - 4194304 - Equation of State
GIMP
PyHPC Benchmarks:
  CPU - JAX - 4194304 - Equation of State
  CPU - Numba - 262144 - Isoneutral Mixing
GIMP
OpenSSL:
 
 
PyHPC Benchmarks:
  CPU - Numba - 16384 - Equation of State
  CPU - TensorFlow - 65536 - Equation of State
GIMP
PyHPC Benchmarks:
  CPU - JAX - 16384 - Isoneutral Mixing
  CPU - Theano - 4194304 - Equation of State
AOM AV1
PyHPC Benchmarks:
  CPU - Bohrium - 1048576 - Equation of State
  CPU - Theano - 1048576 - Equation of State
Kvazaar
PyHPC Benchmarks:
  CPU - Numpy - 16384 - Isoneutral Mixing
  CPU - Bohrium - 4194304 - Equation of State
  CPU - PyTorch - 1048576 - Equation of State
  CPU - Bohrium - 65536 - Isoneutral Mixing
AOM AV1:
  Speed 9 Realtime - Bosphorus 1080p
  Speed 10 Realtime - Bosphorus 1080p
GIMP
PyHPC Benchmarks:
  CPU - Numba - 4194304 - Equation of State
  CPU - Numba - 16384 - Isoneutral Mixing
  CPU - Numba - 1048576 - Equation of State
  CPU - Numpy - 1048576 - Equation of State
  CPU - JAX - 262144 - Equation of State
  CPU - Numpy - 262144 - Equation of State
ASTC Encoder
PyHPC Benchmarks:
  CPU - Theano - 65536 - Isoneutral Mixing
  CPU - Theano - 65536 - Equation of State
  CPU - TensorFlow - 1048576 - Equation of State
  CPU - JAX - 65536 - Isoneutral Mixing
  CPU - PyTorch - 16384 - Equation of State
Kvazaar
PyHPC Benchmarks:
  CPU - Bohrium - 16384 - Isoneutral Mixing
  CPU - PyTorch - 65536 - Equation of State
  CPU - PyTorch - 262144 - Equation of State
  CPU - TensorFlow - 16384 - Equation of State
  CPU - PyTorch - 262144 - Isoneutral Mixing
  CPU - Numpy - 65536 - Isoneutral Mixing
  CPU - Numba - 65536 - Equation of State
  CPU - JAX - 65536 - Equation of State
  CPU - Bohrium - 262144 - Equation of State
ASTC Encoder
PyHPC Benchmarks:
  CPU - Bohrium - 65536 - Equation of State
  CPU - Bohrium - 16384 - Equation of State
  CPU - Numpy - 16384 - Equation of State
  CPU - PyTorch - 65536 - Isoneutral Mixing
  CPU - Numpy - 65536 - Equation of State
  CPU - PyTorch - 16384 - Isoneutral Mixing