native vs stock

AMD Ryzen 9 7900X 12-Core testing with a ASRock X670E Steel Legend (1.21 BIOS) and llvmpipe on Ubuntu 23.04 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 2309199-NE-2309191NE88
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AV1 2 Tests
Chess Test Suite 3 Tests
Timed Code Compilation 4 Tests
C/C++ Compiler Tests 15 Tests
Compression Tests 2 Tests
CPU Massive 46 Tests
Creator Workloads 15 Tests
Cryptography 3 Tests
Database Test Suite 2 Tests
Encoding 7 Tests
Fortran Tests 3 Tests
HPC - High Performance Computing 9 Tests
Imaging 2 Tests
Java 2 Tests
Common Kernel Benchmarks 4 Tests
Machine Learning 4 Tests
Memory Test Suite 2 Tests
Molecular Dynamics 2 Tests
Multi-Core 30 Tests
NVIDIA GPU Compute 2 Tests
OpenMPI Tests 3 Tests
Programmer / Developer System Benchmarks 6 Tests
Python 5 Tests
Raytracing 2 Tests
Renderers 5 Tests
Scientific Computing 3 Tests
Server 4 Tests
Server CPU Tests 51 Tests
Single-Threaded 8 Tests
Video Encoding 7 Tests
Common Workstation Benchmarks 5 Tests

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native compile
September 18 2023
  8 Hours, 51 Minutes
generic CPU compile
September 19 2023
  8 Hours, 52 Minutes
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native vs stockOpenBenchmarking.orgPhoronix Test SuiteAMD Ryzen 9 7900X 12-Core @ 5.73GHz (12 Cores / 24 Threads)ASRock X670E Steel Legend (1.21 BIOS)AMD Device 14d862GB4001GB Western Digital WD_BLACK SN850X 4000GB + 2000GB Samsung SSD 970 EVO Plus 2TBllvmpipeNVIDIA AD102 HD AudioIntel 82599 10 + Realtek RTL8111/8168/8411 + Realtek RTL8125 2.5GbE + MEDIATEK MT7922 802.11ax PCIUbuntu 23.046.5.2-native (x86_64)6.5.2-normal (x86_64)KDE Plasma 5.27.8X Server 1.21.1.74.5 Mesa 23.0.4-0ubuntu1~23.04.1 (LLVM 15.0.7 256 bits)GCC 12.3.0 + Clang 15.0.7 + LLVM 15.0.7ext43440x1440ProcessorMotherboardChipsetMemoryDiskGraphicsAudioNetworkOSKernelsDesktopDisplay ServerOpenGLCompilerFile-SystemScreen ResolutionNative Vs Stock BenchmarksSystem Logs- Transparent Huge Pages: madvise- --build=x86_64-linux-gnu --disable-vtable-verify --disable-werror --enable-cet --enable-checking=release --enable-clocale=gnu --enable-default-pie --enable-gnu-unique-object --enable-languages=c,ada,c++,go,d,fortran,objc,obj-c++,m2 --enable-libphobos-checking=release --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-multiarch --enable-multilib --enable-nls --enable-objc-gc=auto --enable-offload-defaulted --enable-offload-targets=nvptx-none=/build/gcc-12-DAPbBt/gcc-12-12.3.0/debian/tmp-nvptx/usr,amdgcn-amdhsa=/build/gcc-12-DAPbBt/gcc-12-12.3.0/debian/tmp-gcn/usr --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-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: amd-pstate-epp powersave (EPP: performance) - CPU Microcode: 0xa601203- OpenJDK Runtime Environment (build 17.0.8.1+1-Ubuntu-0ubuntu123.04)- Python 3.11.4- gather_data_sampling: Not affected + itlb_multihit: Not affected + l1tf: Not affected + mds: Not affected + meltdown: Not affected + mmio_stale_data: Not affected + retbleed: Not affected + spec_rstack_overflow: Mitigation of safe RET no microcode + spec_store_bypass: Mitigation of SSB disabled via prctl + spectre_v1: Mitigation of usercopy/swapgs barriers and __user pointer sanitization + spectre_v2: Mitigation of Enhanced / Automatic IBRS IBPB: conditional STIBP: always-on RSB filling PBRSB-eIBRS: Not affected + srbds: Not affected + tsx_async_abort: Not affected

native compile vs. generic CPU compile ComparisonPhoronix Test SuiteBaseline+3.1%+3.1%+6.2%+6.2%+9.3%+9.3%+12.4%+12.4%12.4%5.3%4%3.6%3.4%2.3%2.2%Scala DottyP.P.S9%3, Long Mode - D.S6.8%SETsqrtcossinTotal Time2.7%Jython2.5%pthread_onceSerialRenaissanceHimeno BenchmarkZstd CompressionRedisGlibc BenchmarksGlibc BenchmarksGlibc BenchmarksStockfishDaCapo BenchmarkGlibc BenchmarksRadiance Benchmarknative compilegeneric CPU compile

native vs stockcompress-7zip: Compression Ratingcompress-7zip: Decompression Ratingappleseed: Emilyappleseed: Disney Materialasmfish: 1024 Hash Memory, 26 Depthc-ray: Total Time - 4K, 16 Rays Per Pixelctx-clock: Context Switch Timedacapobench: Jythongimp: resizegimp: rotategimp: auto-levelsgimp: unsharp-maskglibc-bench: cosglibc-bench: singlibc-bench: sqrtglibc-bench: pthread_oncehackbench: 32 - Processhimeno: Poisson Pressure Solverjohn-the-ripper: Blowfishkvazaar: Bosphorus 4K - Slowkvazaar: Bosphorus 4K - Mediumkvazaar: Bosphorus 1080p - Slowkvazaar: Bosphorus 1080p - Mediumkvazaar: Bosphorus 4K - Very Fastkvazaar: Bosphorus 4K - Super Fastkvazaar: Bosphorus 4K - Ultra Fastkvazaar: Bosphorus 1080p - Very Fastkvazaar: Bosphorus 1080p - Super Fastkvazaar: Bosphorus 1080p - Ultra Fasttjbench: Decompression Throughputm-queens: Time To Solvemysqlslap: 128mysqlslap: 256namd: ATPase Simulation - 327,506 Atomsopenssl: RSA 4096-bit Performancephpbench: PHP Benchmark Suitepybench: Total For Average Test Timesradiance: Serialradiance: SMP Parallelramspeed: Add - Integerramspeed: Copy - Integerramspeed: Scale - Integerramspeed: Average - Integerramspeed: Add - Floating Pointramspeed: Copy - Floating Pointramspeed: Scale - Floating Pointramspeed: Average - Floating Pointredis: GETredis: SETrenaissance: Scala Dottyrenaissance: Savina Reactors.IOrenaissance: Apache Spark PageRankrodinia: OpenMP LavaMDstockfish: Total Timestream: Copystream: Scalestream: Triadstream: Addstress-ng: Cryptostress-ng: CPU Stresssysbench: CPUbuild-linux-kernel: Time To Compilebuild-llvm: Time To Compilex265: Bosphorus 4Kx265: Bosphorus 1080pcompress-zstd: 3 - Compression 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 Speednative compilegeneric CPU compile157293137511176.35632104.6995826234923931.764329225114.21110.78511.67214.03064.292357.12837.790045.1687864.7975101.1011073426216.4416.7970.6872.9240.3751.1966.04142.86192.37258.75327.70161034.69611848341.02142231244382529345.078105.79164602.4573941.0974386.7569334.1763876.3271335.0074026.3868603.465447704.34120836.06503.83213.41709.1106.0675724214964780.042545.746916.746729.646091.4145387.5982005.9062.993442.03330.36111.404014.3877.02366.0251.52429.023.12078.61419.22196.6830.82380.212.71948.7156445138355176.430062104.6526726302818931.669329230814.25910.82511.71914.17862.081755.23107.487415.0550064.0544679.6212423445916.5016.8670.7673.1140.5251.3966.18143.14192.89258.52323.91628834.54211748401.01440231225496520337.772106.3764858.7974414.5773556.1869052.8164437.2371215.1373770.2368340.895390841.54338081448.23196.61693.5106.9085575635564730.942579.646991.946846.646072.8545192.9782043.6663.694440.05230.47112.214021.2874.72345.8250.6243322.92101.51423.62057.4832.22366.812.61956.3OpenBenchmarking.org

7-Zip Compression

This is a test of 7-Zip compression/decompression with its integrated benchmark feature. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMIPS, More Is Better7-Zip Compression 22.01Test: Compression Ratinggeneric CPU compilenative compile30K60K90K120K150KSE +/- 230.87, N = 3SE +/- 192.34, N = 31564451572931. (CXX) g++ options: -lpthread -ldl -O2 -fPIC

OpenBenchmarking.orgMIPS, More Is Better7-Zip Compression 22.01Test: Decompression Ratingnative compilegeneric CPU compile30K60K90K120K150KSE +/- 133.98, N = 3SE +/- 65.14, N = 31375111383551. (CXX) g++ options: -lpthread -ldl -O2 -fPIC

Appleseed

Appleseed is an open-source production renderer focused on physically-based global illumination rendering engine primarily designed for animation and visual effects. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterAppleseed 2.0 BetaScene: Emilygeneric CPU compilenative compile4080120160200176.43176.36

OpenBenchmarking.orgSeconds, Fewer Is BetterAppleseed 2.0 BetaScene: Disney Materialnative compilegeneric CPU compile20406080100104.70104.65

asmFish

This is a test of asmFish, an advanced chess benchmark written in Assembly. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgNodes/second, More Is BetterasmFish 2018-07-231024 Hash Memory, 26 Depthnative compilegeneric CPU compile13M26M39M52M65MSE +/- 443247.13, N = 3SE +/- 130510.81, N = 36234923963028189

Blender

Blend File: BMW27 - Compute: CPU-Only

native compile: The test quit with a non-zero exit status. The test quit with a non-zero exit status. The test quit with a non-zero exit status. E: Error: Cannot read file "blender-3.6.0-linux-x64/NONE": No such file or directory

generic CPU compile: The test quit with a non-zero exit status. The test quit with a non-zero exit status. The test quit with a non-zero exit status. E: Error: Cannot read file "blender-3.6.0-linux-x64/NONE": No such file or directory

Blend File: Classroom - Compute: CPU-Only

native compile: The test quit with a non-zero exit status. The test quit with a non-zero exit status. The test quit with a non-zero exit status. E: Error: Cannot read file "blender-3.6.0-linux-x64/NONE": No such file or directory

generic CPU compile: The test quit with a non-zero exit status. The test quit with a non-zero exit status. The test quit with a non-zero exit status. E: Error: Cannot read file "blender-3.6.0-linux-x64/NONE": No such file or directory

Blend File: Fishy Cat - Compute: CPU-Only

native compile: The test quit with a non-zero exit status. The test quit with a non-zero exit status. The test quit with a non-zero exit status. E: Error: Cannot read file "blender-3.6.0-linux-x64/NONE": No such file or directory

generic CPU compile: The test quit with a non-zero exit status. The test quit with a non-zero exit status. The test quit with a non-zero exit status. E: Error: Cannot read file "blender-3.6.0-linux-x64/NONE": No such file or directory

Blend File: Barbershop - Compute: CPU-Only

native compile: The test quit with a non-zero exit status. The test quit with a non-zero exit status. The test quit with a non-zero exit status. E: Error: Not freed memory blocks: 6, total unfreed memory 0.000534 MB

generic CPU compile: The test quit with a non-zero exit status. The test quit with a non-zero exit status. The test quit with a non-zero exit status. E: Error: Not freed memory blocks: 6, total unfreed memory 0.000534 MB

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 Pixelnative compilegeneric CPU compile714212835SE +/- 0.03, N = 3SE +/- 0.03, N = 331.7631.671. (CC) gcc options: -lm -lpthread -O3

CP2K Molecular Dynamics

CP2K is an open-source molecular dynamics software package focused on quantum chemistry and solid-state physics. More details on the CP2K benchmark test cases and details can be found @ https://www.cp2k.org/performance Learn more via the OpenBenchmarking.org test page.

Fayalite-FIST Data

native compile: The test quit with a non-zero exit status. E: ./cp2k: line 3: mpirun: command not found

generic CPU compile: The test quit with a non-zero exit status. E: ./cp2k: line 3: mpirun: command not found

Cpuminer-Opt

Cpuminer-Opt is a fork of cpuminer-multi that carries a wide range of CPU performance optimizations for measuring the potential cryptocurrency mining performance of the CPU/processor with a wide variety of cryptocurrencies. The benchmark reports the hash speed for the CPU mining performance for the selected cryptocurrency. Learn more via the OpenBenchmarking.org test page.

Algorithm: m7m

native compile: The test quit with a non-zero exit status. The test quit with a non-zero exit status. The test quit with a non-zero exit status. E: ./cpuminer-opt: 3: ./cpuminer: not found

generic CPU compile: The test quit with a non-zero exit status. The test quit with a non-zero exit status. The test quit with a non-zero exit status. E: ./cpuminer-opt: 3: ./cpuminer: not found

Algorithm: deep

native compile: The test quit with a non-zero exit status. The test quit with a non-zero exit status. The test quit with a non-zero exit status. E: ./cpuminer-opt: 3: ./cpuminer: not found

generic CPU compile: The test quit with a non-zero exit status. The test quit with a non-zero exit status. The test quit with a non-zero exit status. E: ./cpuminer-opt: 3: ./cpuminer: not found

Algorithm: skein

native compile: The test quit with a non-zero exit status. The test quit with a non-zero exit status. The test quit with a non-zero exit status. E: ./cpuminer-opt: 3: ./cpuminer: not found

generic CPU compile: The test quit with a non-zero exit status. The test quit with a non-zero exit status. The test quit with a non-zero exit status. E: ./cpuminer-opt: 3: ./cpuminer: not found

Algorithm: sha256t

native compile: The test quit with a non-zero exit status. The test quit with a non-zero exit status. The test quit with a non-zero exit status. E: ./cpuminer-opt: 3: ./cpuminer: not found

generic CPU compile: The test quit with a non-zero exit status. The test quit with a non-zero exit status. The test quit with a non-zero exit status. E: ./cpuminer-opt: 3: ./cpuminer: not found

ctx_clock

Ctx_clock is a simple test program to measure the context switch time in clock cycles. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgClocks, Fewer Is Betterctx_clockContext Switch Timegeneric CPU compilenative compile70140210280350SE +/- 0.00, N = 3SE +/- 0.00, N = 3329329

Cython Benchmark

Cython provides a superset of Python that is geared to deliver C-like levels of performance. This test profile makes use of Cython's bundled benchmark tests and runs an N-Queens sample test as a simple benchmark to the system's Cython performance. Learn more via the OpenBenchmarking.org test page.

Test: N-Queens

native compile: The test quit with a non-zero exit status. The test quit with a non-zero exit status. The test quit with a non-zero exit status. E: ModuleNotFoundError: No module named 'cython'

generic CPU compile: The test quit with a non-zero exit status. The test quit with a non-zero exit status. The test quit with a non-zero exit status. E: ModuleNotFoundError: No module named 'cython'

DaCapo Benchmark

This test runs the DaCapo Benchmarks written in Java and intended to test system/CPU performance. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgmsec, Fewer Is BetterDaCapo Benchmark 9.12-MR1Java Test: Jythongeneric CPU compilenative compile5001000150020002500SE +/- 13.40, N = 4SE +/- 21.40, N = 423082251

Java Test: Tradebeans

native compile: The test quit with a non-zero exit status. The test quit with a non-zero exit status. The test quit with a non-zero exit status. The test quit with a non-zero exit status. E: Caused by: java.lang.ExceptionInInitializerError: Exception java.lang.ExceptionInInitializerError [in thread "main"]

generic CPU compile: The test quit with a non-zero exit status. The test quit with a non-zero exit status. The test quit with a non-zero exit status. The test quit with a non-zero exit status. E: Caused by: java.lang.ExceptionInInitializerError: Exception java.lang.ExceptionInInitializerError [in thread "main"]

dav1d

Dav1d is an open-source, speedy AV1 video decoder supporting modern SIMD CPU features. This test profile times how long it takes to decode sample AV1 video content. Learn more via the OpenBenchmarking.org test page.

Video Input: Summer Nature 4K

native compile: The test quit with a non-zero exit status. The test quit with a non-zero exit status. The test quit with a non-zero exit status. E: ./dav1d: 2: ./dav1d-1.2.1/build/tools/dav1d: not found

generic CPU compile: The test quit with a non-zero exit status. The test quit with a non-zero exit status. The test quit with a non-zero exit status. E: ./dav1d: 2: ./dav1d-1.2.1/build/tools/dav1d: not found

Video Input: Summer Nature 1080p

native compile: The test quit with a non-zero exit status. The test quit with a non-zero exit status. The test quit with a non-zero exit status. E: ./dav1d: 2: ./dav1d-1.2.1/build/tools/dav1d: not found

generic CPU compile: The test quit with a non-zero exit status. The test quit with a non-zero exit status. The test quit with a non-zero exit status. E: ./dav1d: 2: ./dav1d-1.2.1/build/tools/dav1d: not found

Geekbench

This is a benchmark of Geekbench 6 Pro. The test profile automates the execution of Geekbench 6 under the Phoronix Test Suite, assuming you have a valid license key for Geekbench 6 Pro. THIS TEST PROFILE WILL NOT WORK WITHOUT A VALID GEEKBENCH 6 PRO LICENSE KEY; test automation / CLI support is only available with the paid version of Geekbench. Learn more via the OpenBenchmarking.org test page.

Test: Multi Core

native compile: The test run did not produce a result. The test run did not produce a result. The test run did not produce a result.

generic CPU compile: The test run did not produce a result. The test run did not produce a result. The test run did not produce a result.

Test: Single Core

native compile: The test run did not produce a result. The test run did not produce a result. The test run did not produce a result.

generic CPU compile: The test run did not produce a result. The test run did not produce a result. The test run did not produce a result.

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 2.10.34Test: resizegeneric CPU compilenative compile48121620SE +/- 0.06, N = 3SE +/- 0.13, N = 314.2614.21

OpenBenchmarking.orgSeconds, Fewer Is BetterGIMP 2.10.34Test: rotategeneric CPU compilenative compile3691215SE +/- 0.00, N = 3SE +/- 0.02, N = 310.8310.79

OpenBenchmarking.orgSeconds, Fewer Is BetterGIMP 2.10.34Test: auto-levelsgeneric CPU compilenative compile3691215SE +/- 0.04, N = 3SE +/- 0.05, N = 311.7211.67

OpenBenchmarking.orgSeconds, Fewer Is BetterGIMP 2.10.34Test: unsharp-maskgeneric CPU compilenative compile48121620SE +/- 0.03, N = 3SE +/- 0.05, N = 314.1814.03

Glibc Benchmarks

The GNU C Library project provides the core libraries for the GNU system and GNU/Linux systems, as well as many other systems that use Linux as the kernel. These libraries provide critical APIs including ISO C11, POSIX.1-2008, BSD, OS-specific APIs and more. This test profile makes use of Glibc's "benchtests" integrated benchmark suite. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgns, Fewer Is BetterGlibc Benchmarks 2.37Benchmark: cosnative compilegeneric CPU compile1428425670SE +/- 0.02, N = 3SE +/- 0.15, N = 364.2962.081. (CC) gcc options: -pie -nostdlib -nostartfiles -lgcc -lgcc_s

OpenBenchmarking.orgns, Fewer Is BetterGlibc Benchmarks 2.37Benchmark: sinnative compilegeneric CPU compile1326395265SE +/- 0.00, N = 3SE +/- 0.00, N = 357.1355.231. (CC) gcc options: -pie -nostdlib -nostartfiles -lgcc -lgcc_s

OpenBenchmarking.orgns, Fewer Is BetterGlibc Benchmarks 2.37Benchmark: sqrtnative compilegeneric CPU compile246810SE +/- 0.00547, N = 3SE +/- 0.00027, N = 37.790047.487411. (CC) gcc options: -pie -nostdlib -nostartfiles -lgcc -lgcc_s

OpenBenchmarking.orgns, Fewer Is BetterGlibc Benchmarks 2.37Benchmark: pthread_oncenative compilegeneric CPU compile1.1632.3263.4894.6525.815SE +/- 0.04475, N = 3SE +/- 0.02205, N = 35.168785.055001. (CC) gcc options: -pie -nostdlib -nostartfiles -lgcc -lgcc_s

Hackbench

This is a benchmark of Hackbench, a test of the Linux kernel scheduler. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterHackbenchCount: 32 - Type: Processnative compilegeneric CPU compile1428425670SE +/- 0.22, N = 3SE +/- 0.09, N = 364.8064.051. (CC) gcc options: -lpthread

Himeno Benchmark

The Himeno benchmark is a linear solver of pressure Poisson using a point-Jacobi method. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMFLOPS, More Is BetterHimeno Benchmark 3.0Poisson Pressure Solvergeneric CPU compilenative compile11002200330044005500SE +/- 97.64, N = 12SE +/- 106.70, N = 154679.625101.101. (CC) gcc options: -O3 -mavx2

John The Ripper

This is a benchmark of John The Ripper, which is a password cracker. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgReal C/S, More Is BetterJohn The Ripper 2023.03.14Test: Blowfishnative compilegeneric CPU compile7K14K21K28K35KSE +/- 37.54, N = 3SE +/- 47.10, N = 334262344591. (CC) gcc options: -m64 -lssl -lcrypto -fopenmp -lm -lrt -lz -ldl -lcrypt

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 2.2Video Input: Bosphorus 4K - Video Preset: Slownative compilegeneric CPU compile48121620SE +/- 0.02, N = 3SE +/- 0.02, N = 316.4416.501. (CC) gcc options: -pthread -ftree-vectorize -fvisibility=hidden -O2 -lpthread -lm -lrt

OpenBenchmarking.orgFrames Per Second, More Is BetterKvazaar 2.2Video Input: Bosphorus 4K - Video Preset: Mediumnative compilegeneric CPU compile48121620SE +/- 0.01, N = 3SE +/- 0.01, N = 316.7916.861. (CC) gcc options: -pthread -ftree-vectorize -fvisibility=hidden -O2 -lpthread -lm -lrt

OpenBenchmarking.orgFrames Per Second, More Is BetterKvazaar 2.2Video Input: Bosphorus 1080p - Video Preset: Slownative compilegeneric CPU compile1632486480SE +/- 0.09, N = 3SE +/- 0.20, N = 370.6870.761. (CC) gcc options: -pthread -ftree-vectorize -fvisibility=hidden -O2 -lpthread -lm -lrt

OpenBenchmarking.orgFrames Per Second, More Is BetterKvazaar 2.2Video Input: Bosphorus 1080p - Video Preset: Mediumnative compilegeneric CPU compile1632486480SE +/- 0.11, N = 3SE +/- 0.11, N = 372.9273.111. (CC) gcc options: -pthread -ftree-vectorize -fvisibility=hidden -O2 -lpthread -lm -lrt

OpenBenchmarking.orgFrames Per Second, More Is BetterKvazaar 2.2Video Input: Bosphorus 4K - Video Preset: Very Fastnative compilegeneric CPU compile918273645SE +/- 0.05, N = 3SE +/- 0.04, N = 340.3740.521. (CC) gcc options: -pthread -ftree-vectorize -fvisibility=hidden -O2 -lpthread -lm -lrt

OpenBenchmarking.orgFrames Per Second, More Is BetterKvazaar 2.2Video Input: Bosphorus 4K - Video Preset: Super Fastnative compilegeneric CPU compile1224364860SE +/- 0.01, N = 3SE +/- 0.05, N = 351.1951.391. (CC) gcc options: -pthread -ftree-vectorize -fvisibility=hidden -O2 -lpthread -lm -lrt

OpenBenchmarking.orgFrames Per Second, More Is BetterKvazaar 2.2Video Input: Bosphorus 4K - Video Preset: Ultra Fastnative compilegeneric CPU compile1530456075SE +/- 0.01, N = 3SE +/- 0.02, N = 366.0466.181. (CC) gcc options: -pthread -ftree-vectorize -fvisibility=hidden -O2 -lpthread -lm -lrt

OpenBenchmarking.orgFrames Per Second, More Is BetterKvazaar 2.2Video Input: Bosphorus 1080p - Video Preset: Very Fastnative compilegeneric CPU compile306090120150SE +/- 0.40, N = 3SE +/- 0.12, N = 3142.86143.141. (CC) gcc options: -pthread -ftree-vectorize -fvisibility=hidden -O2 -lpthread -lm -lrt

OpenBenchmarking.orgFrames Per Second, More Is BetterKvazaar 2.2Video Input: Bosphorus 1080p - Video Preset: Super Fastnative compilegeneric CPU compile4080120160200SE +/- 0.16, N = 3SE +/- 0.44, N = 3192.37192.891. (CC) gcc options: -pthread -ftree-vectorize -fvisibility=hidden -O2 -lpthread -lm -lrt

OpenBenchmarking.orgFrames Per Second, More Is BetterKvazaar 2.2Video Input: Bosphorus 1080p - Video Preset: Ultra Fastgeneric CPU compilenative compile60120180240300SE +/- 0.29, N = 3SE +/- 0.35, N = 3258.52258.751. (CC) gcc options: -pthread -ftree-vectorize -fvisibility=hidden -O2 -lpthread -lm -lrt

libjpeg-turbo tjbench

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

OpenBenchmarking.orgMegapixels/sec, More Is Betterlibjpeg-turbo tjbench 2.1.0Test: Decompression Throughputgeneric CPU compilenative compile70140210280350SE +/- 0.18, N = 3SE +/- 1.41, N = 3323.92327.701. (CC) gcc options: -O3 -rdynamic

m-queens

A solver for the N-queens problem with multi-threading support via the OpenMP library. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is Betterm-queens 1.2Time To Solvenative compilegeneric CPU compile816243240SE +/- 0.02, N = 3SE +/- 0.02, N = 334.7034.541. (CXX) g++ options: -fopenmp -O2 -march=native

MariaDB

This is a MariaDB MySQL database server benchmark making use of mysqlslap. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgQueries Per Second, More Is BetterMariaDB 11.0.1Clients: 128generic CPU compilenative compile30060090012001500SE +/- 3.59, N = 3SE +/- 3.26, N = 3117411841. (CXX) g++ options: -fPIC -pie -fstack-protector -O3 -shared -lrt -lpthread -lz -ldl -lm -lstdc++

OpenBenchmarking.orgQueries Per Second, More Is BetterMariaDB 11.0.1Clients: 256native compilegeneric CPU compile2004006008001000SE +/- 2.74, N = 3SE +/- 6.02, N = 38348401. (CXX) g++ options: -fPIC -pie -fstack-protector -O3 -shared -lrt -lpthread -lz -ldl -lm -lstdc++

NAMD

NAMD is a parallel molecular dynamics code designed for high-performance simulation of large biomolecular systems. NAMD was developed by the Theoretical and Computational Biophysics Group in the Beckman Institute for Advanced Science and Technology at the University of Illinois at Urbana-Champaign. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgdays/ns, Fewer Is BetterNAMD 2.14ATPase Simulation - 327,506 Atomsnative compilegeneric CPU compile0.22980.45960.68940.91921.149SE +/- 0.00222, N = 3SE +/- 0.00052, N = 31.021421.01440

NAS Parallel Benchmarks

NPB, NAS Parallel Benchmarks, is a benchmark developed by NASA for high-end computer systems. This test profile currently uses the MPI version of NPB. This test profile offers selecting the different NPB tests/problems and varying problem sizes. Learn more via the OpenBenchmarking.org test page.

Test / Class: EP.C

native compile: The test quit with a non-zero exit status. The test quit with a non-zero exit status. The test quit with a non-zero exit status. E: ./npb: 28: mpiexec: not found

generic CPU compile: The test quit with a non-zero exit status. The test quit with a non-zero exit status. The test quit with a non-zero exit status. E: ./npb: 28: mpiexec: not found

Test / Class: LU.C

native compile: The test quit with a non-zero exit status. The test quit with a non-zero exit status. The test quit with a non-zero exit status. E: ./npb: 28: mpiexec: not found

generic CPU compile: The test quit with a non-zero exit status. The test quit with a non-zero exit status. The test quit with a non-zero exit status. E: ./npb: 28: mpiexec: not found

Numenta Anomaly Benchmark

Numenta Anomaly Benchmark (NAB) is a benchmark for evaluating algorithms for anomaly detection in streaming, real-time applications. It is comprised of over 50 labeled real-world and artificial time-series data files plus a novel scoring mechanism designed for real-time applications. This test profile currently measures the time to run various detectors. Learn more via the OpenBenchmarking.org test page.

Time To Completion

native compile: The test quit with a non-zero exit status. The test quit with a non-zero exit status. The test quit with a non-zero exit status. E: ModuleNotFoundError: No module named 'pandas'

generic CPU compile: The test quit with a non-zero exit status. The test quit with a non-zero exit status. The test quit with a non-zero exit status. E: ModuleNotFoundError: No module named 'pandas'

Numpy Benchmark

This is a test to obtain the general Numpy performance. Learn more via the OpenBenchmarking.org test page.

native compile: The test run did not produce a result. The test run did not produce a result. The test run did not produce a result.

generic CPU compile: The test run did not produce a result. The test run did not produce a result. The test run did not produce a result.

oneDNN

This is a test of the Intel oneDNN as an Intel-optimized library for Deep Neural Networks and making use of its built-in benchdnn functionality. The result is the total perf time reported. Intel oneDNN was formerly known as DNNL (Deep Neural Network Library) and MKL-DNN before being rebranded as part of the Intel oneAPI toolkit. Learn more via the OpenBenchmarking.org test page.

Harness: Deconvolution Batch deconv_1d - Data Type: f32

native compile: The test quit with a non-zero exit status. The test quit with a non-zero exit status. The test quit with a non-zero exit status.

generic CPU compile: The test quit with a non-zero exit status. The test quit with a non-zero exit status. The test quit with a non-zero exit status.

Harness: Convolution Batch conv_alexnet - Data Type: f32

native compile: The test quit with a non-zero exit status. The test quit with a non-zero exit status. The test quit with a non-zero exit status.

generic CPU compile: The test quit with a non-zero exit status. The test quit with a non-zero exit status. The test quit with a non-zero exit status.

Harness: Convolution Batch conv_googlenet_v3 - Data Type: f32

native compile: The test quit with a non-zero exit status. The test quit with a non-zero exit status. The test quit with a non-zero exit status.

generic CPU compile: The test quit with a non-zero exit status. The test quit with a non-zero exit status. The test quit with a non-zero exit status.

OpenCV Benchmark

Stress benchmark tests to measure time consumed by the OpenCV libraries installed Learn more via the OpenBenchmarking.org test page.

native compile: The test quit with a non-zero exit status. The test quit with a non-zero exit status. The test quit with a non-zero exit status. E: ./opencv-bench: 3: ./main.py: not found

generic CPU compile: The test quit with a non-zero exit status. The test quit with a non-zero exit status. The test quit with a non-zero exit status. E: ./opencv-bench: 3: ./main.py: not found

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 3.1RSA 4096-bit Performancenative compilegeneric CPU compile612182430SE +/- 0.00, N = 3SE +/- 0.00, N = 323231. (CC) gcc options: -pthread -m64 -O3 -lssl -lcrypto -ldl

PHPBench

PHPBench is a benchmark suite for PHP. It performs a large number of simple tests in order to bench various aspects of the PHP interpreter. PHPBench can be used to compare hardware, operating systems, PHP versions, PHP accelerators and caches, compiler options, etc. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgScore, More Is BetterPHPBench 0.8.1PHP Benchmark Suitegeneric CPU compilenative compile300K600K900K1200K1500KSE +/- 9154.82, N = 3SE +/- 7156.69, N = 312254961244382

POV-Ray

This is a test of POV-Ray, the Persistence of Vision Raytracer. POV-Ray is used to create 3D graphics using ray-tracing. Learn more via the OpenBenchmarking.org test page.

Trace Time

native compile: The test quit with a non-zero exit status. The test quit with a non-zero exit status. The test quit with a non-zero exit status. E: ./povray: 3: ./unix/povray: not found

generic CPU compile: The test quit with a non-zero exit status. The test quit with a non-zero exit status. The test quit with a non-zero exit status. E: ./povray: 3: ./unix/povray: not found

PyBench

This test profile reports the total time of the different average timed test results from PyBench. PyBench reports average test times for different functions such as BuiltinFunctionCalls and NestedForLoops, with this total result providing a rough estimate as to Python's average performance on a given system. This test profile runs PyBench each time for 20 rounds. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyBench 2018-02-16Total For Average Test Timesnative compilegeneric CPU compile110220330440550SE +/- 5.78, N = 3SE +/- 2.19, N = 3529520

Radiance Benchmark

This is a benchmark of NREL Radiance, a synthetic imaging system that is open-source and developed by the Lawrence Berkeley National Laboratory in California. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterRadiance Benchmark 5.0Test: Serialnative compilegeneric CPU compile70140210280350345.08337.77

OpenBenchmarking.orgSeconds, Fewer Is BetterRadiance Benchmark 5.0Test: SMP Parallelgeneric CPU compilenative compile20406080100106.37105.79

RAMspeed SMP

This benchmark tests the system memory (RAM) performance. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMB/s, More Is BetterRAMspeed SMP 3.5.0Type: Add - Benchmark: Integernative compilegeneric CPU compile14K28K42K56K70KSE +/- 447.21, N = 3SE +/- 410.56, N = 364602.4564858.791. (CC) gcc options: -O3 -march=native

OpenBenchmarking.orgMB/s, More Is BetterRAMspeed SMP 3.5.0Type: Copy - Benchmark: Integernative compilegeneric CPU compile16K32K48K64K80KSE +/- 384.28, N = 3SE +/- 242.29, N = 373941.0974414.571. (CC) gcc options: -O3 -march=native

OpenBenchmarking.orgMB/s, More Is BetterRAMspeed SMP 3.5.0Type: Scale - Benchmark: Integergeneric CPU compilenative compile16K32K48K64K80KSE +/- 690.13, N = 3SE +/- 169.87, N = 373556.1874386.751. (CC) gcc options: -O3 -march=native

OpenBenchmarking.orgMB/s, More Is BetterRAMspeed SMP 3.5.0Type: Average - Benchmark: Integergeneric CPU compilenative compile15K30K45K60K75KSE +/- 182.72, N = 3SE +/- 433.45, N = 369052.8169334.171. (CC) gcc options: -O3 -march=native

OpenBenchmarking.orgMB/s, More Is BetterRAMspeed SMP 3.5.0Type: Add - Benchmark: Floating Pointnative compilegeneric CPU compile14K28K42K56K70KSE +/- 501.78, N = 3SE +/- 322.75, N = 363876.3264437.231. (CC) gcc options: -O3 -march=native

OpenBenchmarking.orgMB/s, More Is BetterRAMspeed SMP 3.5.0Type: Copy - Benchmark: Floating Pointgeneric CPU compilenative compile15K30K45K60K75KSE +/- 243.60, N = 3SE +/- 181.78, N = 371215.1371335.001. (CC) gcc options: -O3 -march=native

OpenBenchmarking.orgMB/s, More Is BetterRAMspeed SMP 3.5.0Type: Scale - Benchmark: Floating Pointgeneric CPU compilenative compile16K32K48K64K80KSE +/- 468.41, N = 3SE +/- 108.27, N = 373770.2374026.381. (CC) gcc options: -O3 -march=native

OpenBenchmarking.orgMB/s, More Is BetterRAMspeed SMP 3.5.0Type: Average - Benchmark: Floating Pointgeneric CPU compilenative compile15K30K45K60K75KSE +/- 405.00, N = 3SE +/- 256.24, N = 368340.8968603.461. (CC) gcc options: -O3 -march=native

Redis

Redis is an open-source in-memory data structure store, used as a database, cache, and message broker. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgRequests Per Second, More Is BetterRedis 7.0.4Test: GETgeneric CPU compilenative compile1.2M2.4M3.6M4.8M6MSE +/- 54273.88, N = 3SE +/- 25660.16, N = 35390841.55447704.31. (CXX) g++ options: -MM -MT -g3 -fvisibility=hidden -O3

OpenBenchmarking.orgRequests Per Second, More Is BetterRedis 7.0.4Test: SETnative compilegeneric CPU compile900K1800K2700K3600K4500KSE +/- 51106.35, N = 4SE +/- 54423.28, N = 34120836.064338081.001. (CXX) g++ options: -MM -MT -g3 -fvisibility=hidden -O3

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.

OpenBenchmarking.orgms, Fewer Is BetterRenaissance 0.14Test: Scala Dottynative compilegeneric CPU compile110220330440550SE +/- 6.59, N = 3SE +/- 5.78, N = 3503.8448.2MIN: 354.98 / MAX: 775.64MIN: 348.6 / MAX: 771.1

OpenBenchmarking.orgms, Fewer Is BetterRenaissance 0.14Test: Savina Reactors.IOnative compilegeneric CPU compile7001400210028003500SE +/- 34.39, N = 3SE +/- 27.65, N = 33213.43196.6MIN: 3170.99 / MAX: 4706.37MIN: 3145.62 / MAX: 4484.4

OpenBenchmarking.orgms, Fewer Is BetterRenaissance 0.14Test: Apache Spark PageRanknative compilegeneric CPU compile400800120016002000SE +/- 17.94, N = 15SE +/- 17.82, N = 41709.11693.5MIN: 1463.53 / MAX: 2022.3MIN: 1498.98 / MAX: 1823.99

Rodinia

Rodinia is a suite focused upon accelerating compute-intensive applications with accelerators. CUDA, OpenMP, and OpenCL parallel models are supported by the included applications. This profile utilizes select OpenCL, NVIDIA CUDA and OpenMP test binaries at the moment. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterRodinia 3.1Test: OpenMP LavaMDgeneric CPU compilenative compile20406080100SE +/- 1.16, N = 3SE +/- 0.18, N = 3106.91106.071. (CXX) g++ options: -O3 -fopenmp

Rust Mandelbrot

This test profile is of the combined time for the serial and parallel Mandelbrot sets written in Rustlang via willi-kappler/mandel-rust. Learn more via the OpenBenchmarking.org test page.

Time To Complete Serial/Parallel Mandelbrot

native compile: The test quit with a non-zero exit status. The test quit with a non-zero exit status. The test quit with a non-zero exit status. E: ./rust-mandel: 3: ./target/release/mandel: not found

generic CPU compile: The test quit with a non-zero exit status. The test quit with a non-zero exit status. The test quit with a non-zero exit status. E: ./rust-mandel: 3: ./target/release/mandel: not found

Scikit-Learn

Scikit-learn is a Python module for machine learning built on NumPy, SciPy, and is BSD-licensed. Learn more via the OpenBenchmarking.org test page.

Benchmark: GLM

native compile: The test quit with a non-zero exit status. The test quit with a non-zero exit status. The test quit with a non-zero exit status. E: ModuleNotFoundError: No module named 'numpy'

generic CPU compile: The test quit with a non-zero exit status. The test quit with a non-zero exit status. The test quit with a non-zero exit status. E: ModuleNotFoundError: No module named 'numpy'

Benchmark: SAGA

native compile: The test quit with a non-zero exit status. The test quit with a non-zero exit status. The test quit with a non-zero exit status. E: ModuleNotFoundError: No module named 'sklearn'

generic CPU compile: The test quit with a non-zero exit status. The test quit with a non-zero exit status. The test quit with a non-zero exit status. E: ModuleNotFoundError: No module named 'sklearn'

Benchmark: Tree

native compile: The test quit with a non-zero exit status. The test quit with a non-zero exit status. The test quit with a non-zero exit status. E: ModuleNotFoundError: No module named 'numpy'

generic CPU compile: The test quit with a non-zero exit status. The test quit with a non-zero exit status. The test quit with a non-zero exit status. E: ModuleNotFoundError: No module named 'numpy'

Benchmark: Lasso

native compile: The test quit with a non-zero exit status. The test quit with a non-zero exit status. The test quit with a non-zero exit status. E: ModuleNotFoundError: No module named 'numpy'

generic CPU compile: The test quit with a non-zero exit status. The test quit with a non-zero exit status. The test quit with a non-zero exit status. E: ModuleNotFoundError: No module named 'numpy'

Benchmark: Glmnet

native compile: The test quit with a non-zero exit status. The test quit with a non-zero exit status. The test quit with a non-zero exit status. E: ModuleNotFoundError: No module named 'numpy'

generic CPU compile: The test quit with a non-zero exit status. The test quit with a non-zero exit status. The test quit with a non-zero exit status. E: ModuleNotFoundError: No module named 'numpy'

Benchmark: Sparsify

native compile: The test quit with a non-zero exit status. The test quit with a non-zero exit status. The test quit with a non-zero exit status. E: ModuleNotFoundError: No module named 'scipy'

generic CPU compile: The test quit with a non-zero exit status. The test quit with a non-zero exit status. The test quit with a non-zero exit status. E: ModuleNotFoundError: No module named 'scipy'

Benchmark: Plot Ward

native compile: The test quit with a non-zero exit status. The test quit with a non-zero exit status. The test quit with a non-zero exit status. E: ModuleNotFoundError: No module named 'numpy'

generic CPU compile: The test quit with a non-zero exit status. The test quit with a non-zero exit status. The test quit with a non-zero exit status. E: ModuleNotFoundError: No module named 'numpy'

Benchmark: MNIST Dataset

native compile: The test quit with a non-zero exit status. The test quit with a non-zero exit status. The test quit with a non-zero exit status. E: ModuleNotFoundError: No module named 'numpy'

generic CPU compile: The test quit with a non-zero exit status. The test quit with a non-zero exit status. The test quit with a non-zero exit status. E: ModuleNotFoundError: No module named 'numpy'

Benchmark: Plot Neighbors

native compile: The test quit with a non-zero exit status. The test quit with a non-zero exit status. The test quit with a non-zero exit status. E: ModuleNotFoundError: No module named 'numpy'

generic CPU compile: The test quit with a non-zero exit status. The test quit with a non-zero exit status. The test quit with a non-zero exit status. E: ModuleNotFoundError: No module named 'numpy'

Benchmark: SGD Regression

native compile: The test quit with a non-zero exit status. The test quit with a non-zero exit status. The test quit with a non-zero exit status. E: ModuleNotFoundError: No module named 'numpy'

generic CPU compile: The test quit with a non-zero exit status. The test quit with a non-zero exit status. The test quit with a non-zero exit status. E: ModuleNotFoundError: No module named 'numpy'

Benchmark: SGDOneClassSVM

native compile: The test quit with a non-zero exit status. The test quit with a non-zero exit status. The test quit with a non-zero exit status. E: ModuleNotFoundError: No module named 'numpy'

generic CPU compile: The test quit with a non-zero exit status. The test quit with a non-zero exit status. The test quit with a non-zero exit status. E: ModuleNotFoundError: No module named 'numpy'

Benchmark: Plot Lasso Path

native compile: The test quit with a non-zero exit status. The test quit with a non-zero exit status. The test quit with a non-zero exit status. E: ModuleNotFoundError: No module named 'numpy'

generic CPU compile: The test quit with a non-zero exit status. The test quit with a non-zero exit status. The test quit with a non-zero exit status. E: ModuleNotFoundError: No module named 'numpy'

Benchmark: Isolation Forest

native compile: The test quit with a non-zero exit status. The test quit with a non-zero exit status. The test quit with a non-zero exit status. E: ModuleNotFoundError: No module named 'numpy'

generic CPU compile: The test quit with a non-zero exit status. The test quit with a non-zero exit status. The test quit with a non-zero exit status. E: ModuleNotFoundError: No module named 'numpy'

Benchmark: Plot Fast KMeans

native compile: The test quit with a non-zero exit status. The test quit with a non-zero exit status. The test quit with a non-zero exit status. E: ModuleNotFoundError: No module named 'numpy'

generic CPU compile: The test quit with a non-zero exit status. The test quit with a non-zero exit status. The test quit with a non-zero exit status. E: ModuleNotFoundError: No module named 'numpy'

Benchmark: Text Vectorizers

native compile: The test quit with a non-zero exit status. The test quit with a non-zero exit status. The test quit with a non-zero exit status. E: ModuleNotFoundError: No module named 'numpy'

generic CPU compile: The test quit with a non-zero exit status. The test quit with a non-zero exit status. The test quit with a non-zero exit status. E: ModuleNotFoundError: No module named 'numpy'

Benchmark: Plot Hierarchical

native compile: The test quit with a non-zero exit status. The test quit with a non-zero exit status. The test quit with a non-zero exit status. E: ModuleNotFoundError: No module named 'numpy'

generic CPU compile: The test quit with a non-zero exit status. The test quit with a non-zero exit status. The test quit with a non-zero exit status. E: ModuleNotFoundError: No module named 'numpy'

Benchmark: Plot OMP vs. LARS

native compile: The test quit with a non-zero exit status. The test quit with a non-zero exit status. The test quit with a non-zero exit status. E: ModuleNotFoundError: No module named 'numpy'

generic CPU compile: The test quit with a non-zero exit status. The test quit with a non-zero exit status. The test quit with a non-zero exit status. E: ModuleNotFoundError: No module named 'numpy'

Benchmark: Feature Expansions

native compile: The test quit with a non-zero exit status. The test quit with a non-zero exit status. The test quit with a non-zero exit status. E: ModuleNotFoundError: No module named 'matplotlib'

generic CPU compile: The test quit with a non-zero exit status. The test quit with a non-zero exit status. The test quit with a non-zero exit status. E: ModuleNotFoundError: No module named 'matplotlib'

Benchmark: LocalOutlierFactor

native compile: The test quit with a non-zero exit status. The test quit with a non-zero exit status. The test quit with a non-zero exit status. E: ModuleNotFoundError: No module named 'numpy'

generic CPU compile: The test quit with a non-zero exit status. The test quit with a non-zero exit status. The test quit with a non-zero exit status. E: ModuleNotFoundError: No module named 'numpy'

Benchmark: TSNE MNIST Dataset

native compile: The test quit with a non-zero exit status. The test quit with a non-zero exit status. The test quit with a non-zero exit status. E: ModuleNotFoundError: No module named 'numpy'

generic CPU compile: The test quit with a non-zero exit status. The test quit with a non-zero exit status. The test quit with a non-zero exit status. E: ModuleNotFoundError: No module named 'numpy'

Benchmark: Isotonic / Logistic

native compile: The test quit with a non-zero exit status. The test quit with a non-zero exit status. The test quit with a non-zero exit status. E: ModuleNotFoundError: No module named 'numpy'

generic CPU compile: The test quit with a non-zero exit status. The test quit with a non-zero exit status. The test quit with a non-zero exit status. E: ModuleNotFoundError: No module named 'numpy'

Benchmark: Plot Incremental PCA

native compile: The test quit with a non-zero exit status. The test quit with a non-zero exit status. The test quit with a non-zero exit status. E: ModuleNotFoundError: No module named 'numpy'

generic CPU compile: The test quit with a non-zero exit status. The test quit with a non-zero exit status. The test quit with a non-zero exit status. E: ModuleNotFoundError: No module named 'numpy'

Benchmark: Hist Gradient Boosting

native compile: The test quit with a non-zero exit status. The test quit with a non-zero exit status. The test quit with a non-zero exit status. E: ModuleNotFoundError: No module named 'matplotlib'

generic CPU compile: The test quit with a non-zero exit status. The test quit with a non-zero exit status. The test quit with a non-zero exit status. E: ModuleNotFoundError: No module named 'matplotlib'

Benchmark: Plot Parallel Pairwise

native compile: The test quit with a non-zero exit status. The test quit with a non-zero exit status. The test quit with a non-zero exit status. E: ModuleNotFoundError: No module named 'matplotlib'

generic CPU compile: The test quit with a non-zero exit status. The test quit with a non-zero exit status. The test quit with a non-zero exit status. E: ModuleNotFoundError: No module named 'matplotlib'

Benchmark: Isotonic / Pathological

native compile: The test quit with a non-zero exit status. The test quit with a non-zero exit status. The test quit with a non-zero exit status. E: ModuleNotFoundError: No module named 'numpy'

generic CPU compile: The test quit with a non-zero exit status. The test quit with a non-zero exit status. The test quit with a non-zero exit status. E: ModuleNotFoundError: No module named 'numpy'

Benchmark: RCV1 Logreg Convergencet

native compile: The test quit with a non-zero exit status. The test quit with a non-zero exit status. The test quit with a non-zero exit status. E: ModuleNotFoundError: No module named 'matplotlib'

generic CPU compile: The test quit with a non-zero exit status. The test quit with a non-zero exit status. The test quit with a non-zero exit status. E: ModuleNotFoundError: No module named 'matplotlib'

Benchmark: Sample Without Replacement

native compile: The test quit with a non-zero exit status. The test quit with a non-zero exit status. The test quit with a non-zero exit status. E: ModuleNotFoundError: No module named 'matplotlib'

generic CPU compile: The test quit with a non-zero exit status. The test quit with a non-zero exit status. The test quit with a non-zero exit status. E: ModuleNotFoundError: No module named 'matplotlib'

Benchmark: Covertype Dataset Benchmark

native compile: The test quit with a non-zero exit status. The test quit with a non-zero exit status. The test quit with a non-zero exit status. E: ModuleNotFoundError: No module named 'numpy'

generic CPU compile: The test quit with a non-zero exit status. The test quit with a non-zero exit status. The test quit with a non-zero exit status. E: ModuleNotFoundError: No module named 'numpy'

Benchmark: Hist Gradient Boosting Adult

native compile: The test quit with a non-zero exit status. The test quit with a non-zero exit status. The test quit with a non-zero exit status. E: ModuleNotFoundError: No module named 'numpy'

generic CPU compile: The test quit with a non-zero exit status. The test quit with a non-zero exit status. The test quit with a non-zero exit status. E: ModuleNotFoundError: No module named 'numpy'

Benchmark: Isotonic / Perturbed Logarithm

native compile: The test quit with a non-zero exit status. The test quit with a non-zero exit status. The test quit with a non-zero exit status. E: ModuleNotFoundError: No module named 'numpy'

generic CPU compile: The test quit with a non-zero exit status. The test quit with a non-zero exit status. The test quit with a non-zero exit status. E: ModuleNotFoundError: No module named 'numpy'

Benchmark: Hist Gradient Boosting Threading

native compile: The test quit with a non-zero exit status. The test quit with a non-zero exit status. The test quit with a non-zero exit status. E: ModuleNotFoundError: No module named 'numpy'

generic CPU compile: The test quit with a non-zero exit status. The test quit with a non-zero exit status. The test quit with a non-zero exit status. E: ModuleNotFoundError: No module named 'numpy'

Benchmark: Plot Singular Value Decomposition

native compile: The test quit with a non-zero exit status. The test quit with a non-zero exit status. The test quit with a non-zero exit status. E: ModuleNotFoundError: No module named 'numpy'

generic CPU compile: The test quit with a non-zero exit status. The test quit with a non-zero exit status. The test quit with a non-zero exit status. E: ModuleNotFoundError: No module named 'numpy'

Benchmark: Hist Gradient Boosting Higgs Boson

native compile: The test quit with a non-zero exit status. The test quit with a non-zero exit status. The test quit with a non-zero exit status. E: ModuleNotFoundError: No module named 'numpy'

generic CPU compile: The test quit with a non-zero exit status. The test quit with a non-zero exit status. The test quit with a non-zero exit status. E: ModuleNotFoundError: No module named 'numpy'

Benchmark: 20 Newsgroups / Logistic Regression

native compile: The test quit with a non-zero exit status. The test quit with a non-zero exit status. The test quit with a non-zero exit status. E: ModuleNotFoundError: No module named 'numpy'

generic CPU compile: The test quit with a non-zero exit status. The test quit with a non-zero exit status. The test quit with a non-zero exit status. E: ModuleNotFoundError: No module named 'numpy'

Benchmark: Plot Polynomial Kernel Approximation

native compile: The test quit with a non-zero exit status. The test quit with a non-zero exit status. The test quit with a non-zero exit status. E: ModuleNotFoundError: No module named 'sklearn'

generic CPU compile: The test quit with a non-zero exit status. The test quit with a non-zero exit status. The test quit with a non-zero exit status. E: ModuleNotFoundError: No module named 'sklearn'

Benchmark: Plot Non-Negative Matrix Factorization

native compile: The test quit with a non-zero exit status. The test quit with a non-zero exit status. The test quit with a non-zero exit status. E: ModuleNotFoundError: No module named 'numpy'

generic CPU compile: The test quit with a non-zero exit status. The test quit with a non-zero exit status. The test quit with a non-zero exit status. E: ModuleNotFoundError: No module named 'numpy'

Benchmark: Hist Gradient Boosting Categorical Only

native compile: The test quit with a non-zero exit status. The test quit with a non-zero exit status. The test quit with a non-zero exit status. E: ModuleNotFoundError: No module named 'sklearn'

generic CPU compile: The test quit with a non-zero exit status. The test quit with a non-zero exit status. The test quit with a non-zero exit status. E: ModuleNotFoundError: No module named 'sklearn'

Benchmark: Kernel PCA Solvers / Time vs. N Samples

native compile: The test quit with a non-zero exit status. The test quit with a non-zero exit status. The test quit with a non-zero exit status. E: ModuleNotFoundError: No module named 'numpy'

generic CPU compile: The test quit with a non-zero exit status. The test quit with a non-zero exit status. The test quit with a non-zero exit status. E: ModuleNotFoundError: No module named 'numpy'

Benchmark: Kernel PCA Solvers / Time vs. N Components

native compile: The test quit with a non-zero exit status. The test quit with a non-zero exit status. The test quit with a non-zero exit status. E: ModuleNotFoundError: No module named 'numpy'

generic CPU compile: The test quit with a non-zero exit status. The test quit with a non-zero exit status. The test quit with a non-zero exit status. E: ModuleNotFoundError: No module named 'numpy'

Benchmark: Sparse Random Projections / 100 Iterations

native compile: The test quit with a non-zero exit status. The test quit with a non-zero exit status. The test quit with a non-zero exit status. E: ModuleNotFoundError: No module named 'numpy'

generic CPU compile: The test quit with a non-zero exit status. The test quit with a non-zero exit status. The test quit with a non-zero exit status. E: ModuleNotFoundError: No module named 'numpy'

Stockfish

This is a test of Stockfish, an advanced open-source C++11 chess benchmark that can scale up to 512 CPU threads. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgNodes Per Second, More Is BetterStockfish 15Total Timegeneric CPU compilenative compile12M24M36M48M60MSE +/- 497987.23, N = 3SE +/- 560672.15, N = 1555756355572421491. (CXX) g++ options: -lgcov -m64 -lpthread -fno-exceptions -std=c++17 -fno-peel-loops -fno-tracer -pedantic -O3 -msse -msse3 -mpopcnt -mavx2 -mavx512f -mavx512bw -mavx512vnni -mavx512dq -mavx512vl -msse4.1 -mssse3 -msse2 -mbmi2 -flto -flto=jobserver

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: Copygeneric CPU compilenative compile14K28K42K56K70KSE +/- 35.77, N = 5SE +/- 19.61, N = 564730.964780.01. (CC) gcc options: -mcmodel=medium -O3 -march=native -fopenmp

OpenBenchmarking.orgMB/s, More Is BetterStream 2013-01-17Type: Scalenative compilegeneric CPU compile9K18K27K36K45KSE +/- 25.42, N = 5SE +/- 15.69, N = 542545.742579.61. (CC) gcc options: -mcmodel=medium -O3 -march=native -fopenmp

OpenBenchmarking.orgMB/s, More Is BetterStream 2013-01-17Type: Triadnative compilegeneric CPU compile10K20K30K40K50KSE +/- 12.93, N = 5SE +/- 12.61, N = 546916.746991.91. (CC) gcc options: -mcmodel=medium -O3 -march=native -fopenmp

OpenBenchmarking.orgMB/s, More Is BetterStream 2013-01-17Type: Addnative compilegeneric CPU compile10K20K30K40K50KSE +/- 17.57, N = 5SE +/- 20.99, N = 546729.646846.61. (CC) gcc options: -mcmodel=medium -O3 -march=native -fopenmp

Stress-NG

Stress-NG is a Linux stress tool developed by Colin Ian King. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.16.04Test: Cryptogeneric CPU compilenative compile10K20K30K40K50KSE +/- 46.33, N = 3SE +/- 42.08, N = 346072.8546091.411. (CXX) g++ options: -O2 -std=gnu99 -lc

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.16.04Test: CPU Stressgeneric CPU compilenative compile10K20K30K40K50KSE +/- 434.51, N = 3SE +/- 606.21, N = 345192.9745387.591. (CXX) g++ options: -O2 -std=gnu99 -lc

SVT-AV1

1080p 8-bit YUV To AV1 Video Encode

native compile: The test quit with a non-zero exit status. The test quit with a non-zero exit status. The test quit with a non-zero exit status. E: ./svt-av1: 2: ./SVT-AV1-v1.7.0/Bin/Release/SvtAv1EncApp: not found

generic CPU compile: The test quit with a non-zero exit status. The test quit with a non-zero exit status. The test quit with a non-zero exit status. E: ./svt-av1: 2: ./SVT-AV1-v1.7.0/Bin/Release/SvtAv1EncApp: not found

SVT-HEVC

This is a test of the Intel Open Visual Cloud Scalable Video Technology SVT-HEVC CPU-based multi-threaded video encoder for the HEVC / H.265 video format with a sample YUV video file. Learn more via the OpenBenchmarking.org test page.

1080p 8-bit YUV To HEVC Video Encode

native compile: The test quit with a non-zero exit status. The test quit with a non-zero exit status. The test quit with a non-zero exit status.

generic CPU compile: The test quit with a non-zero exit status. The test quit with a non-zero exit status. The test quit with a non-zero exit status.

SVT-VP9

This is a test of the Intel Open Visual Cloud Scalable Video Technology SVT-VP9 CPU-based multi-threaded video encoder for the VP9 video format with a sample YUV input video file. Learn more via the OpenBenchmarking.org test page.

1080p 8-bit YUV To VP9 Video Encode

native compile: The test quit with a non-zero exit status. The test quit with a non-zero exit status. The test quit with a non-zero exit status.

generic CPU compile: The test quit with a non-zero exit status. The test quit with a non-zero exit status. The test quit with a non-zero exit status.

Sysbench

This is a benchmark of Sysbench with the built-in CPU and memory sub-tests. Sysbench is a scriptable multi-threaded benchmark tool based on LuaJIT. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgEvents Per Second, More Is BetterSysbench 1.0.20Test: CPUnative compilegeneric CPU compile20K40K60K80K100KSE +/- 11.26, N = 3SE +/- 20.49, N = 382005.9082043.661. (CC) gcc options: -O2 -funroll-loops -rdynamic -ldl -lm

Timed GCC Compilation

This test times how long it takes to build the GNU Compiler Collection (GCC) open-source compiler. Learn more via the OpenBenchmarking.org test page.

Time To Compile

native compile: The test quit with a non-zero exit status. The test quit with a non-zero exit status. The test quit with a non-zero exit status.

generic CPU compile: The test quit with a non-zero exit status. The test quit with a non-zero exit status. The test quit with a non-zero exit status.

Timed Linux Kernel Compilation

This test times how long it takes to build the Linux kernel in a default configuration (defconfig) for the architecture being tested or alternatively an allmodconfig for building all possible kernel modules for the build. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed Linux Kernel Compilation 6.1Time To Compilegeneric CPU compilenative compile1428425670SE +/- 0.40, N = 3SE +/- 0.28, N = 363.6962.99

Timed LLVM Compilation

This test times how long it takes to compile/build the LLVM compiler stack. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed LLVM Compilation 16.0Time To Compilenative compilegeneric CPU compile100200300400500SE +/- 3.74, N = 3SE +/- 2.07, N = 3442.03440.05

Timed PHP Compilation

This test times how long it takes to build PHP. Learn more via the OpenBenchmarking.org test page.

Time To Compile

native compile: The test quit with a non-zero exit status. The test quit with a non-zero exit status. The test quit with a non-zero exit status.

generic CPU compile: The test quit with a non-zero exit status. The test quit with a non-zero exit status. The test quit with a non-zero exit status.

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.

H.264 Video Encoding

native compile: The test quit with a non-zero exit status. The test quit with a non-zero exit status. The test quit with a non-zero exit status.

generic CPU compile: The test quit with a non-zero exit status. The test quit with a non-zero exit status. The test quit with a non-zero exit status.

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 3.4Video Input: Bosphorus 4Knative compilegeneric CPU compile714212835SE +/- 0.02, N = 3SE +/- 0.13, N = 330.3630.471. (CXX) g++ options: -O3 -rdynamic -lpthread -lrt -ldl -lnuma

OpenBenchmarking.orgFrames Per Second, More Is Betterx265 3.4Video Input: Bosphorus 1080pnative compilegeneric CPU compile306090120150SE +/- 0.06, N = 3SE +/- 0.15, N = 3111.40112.211. (CXX) g++ options: -O3 -rdynamic -lpthread -lrt -ldl -lnuma

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 Speednative compilegeneric CPU compile9001800270036004500SE +/- 8.40, N = 3SE +/- 13.86, N = 34014.34021.21. (CC) gcc options: -O3 -pthread -lz -llzma

OpenBenchmarking.orgMB/s, More Is BetterZstd Compression 1.5.4Compression Level: 8 - Compression Speedgeneric CPU compilenative compile2004006008001000SE +/- 1.35, N = 3SE +/- 0.41, N = 3874.7877.01. (CC) gcc options: -O3 -pthread -lz -llzma

OpenBenchmarking.orgMB/s, More Is BetterZstd Compression 1.5.4Compression Level: 8 - Decompression Speedgeneric CPU compilenative compile5001000150020002500SE +/- 1.65, N = 3SE +/- 7.92, N = 32345.82366.01. (CC) gcc options: -O3 -pthread -lz -llzma

OpenBenchmarking.orgMB/s, More Is BetterZstd Compression 1.5.4Compression Level: 12 - Compression Speedgeneric CPU compilenative compile50100150200250SE +/- 0.58, N = 3SE +/- 1.12, N = 3250.6251.51. (CC) gcc options: -O3 -pthread -lz -llzma

OpenBenchmarking.orgMB/s, More Is BetterZstd Compression 1.5.4Compression Level: 12 - Decompression Speednative compilegeneric CPU compile5001000150020002500SE +/- 9.18, N = 3SE +/- 8.39, N = 32429.02433.01. (CC) gcc options: -O3 -pthread -lz -llzma

OpenBenchmarking.orgMB/s, More Is BetterZstd Compression 1.5.4Compression Level: 19 - Compression Speedgeneric CPU compilenative compile612182430SE +/- 0.06, N = 3SE +/- 0.13, N = 322.923.11. (CC) gcc options: -O3 -pthread -lz -llzma

OpenBenchmarking.orgMB/s, More Is BetterZstd Compression 1.5.4Compression Level: 19 - Decompression Speednative compilegeneric CPU compile5001000150020002500SE +/- 16.10, N = 3SE +/- 18.16, N = 32078.62101.51. (CC) gcc options: -O3 -pthread -lz -llzma

OpenBenchmarking.orgMB/s, More Is BetterZstd Compression 1.5.4Compression Level: 3, Long Mode - Compression Speednative compilegeneric CPU compile30060090012001500SE +/- 2.92, N = 3SE +/- 3.05, N = 31419.21423.61. (CC) gcc options: -O3 -pthread -lz -llzma

OpenBenchmarking.orgMB/s, More Is BetterZstd Compression 1.5.4Compression Level: 3, Long Mode - Decompression Speedgeneric CPU compilenative compile5001000150020002500SE +/- 5.49, N = 32057.42196.61. (CC) gcc options: -O3 -pthread -lz -llzma

OpenBenchmarking.orgMB/s, More Is BetterZstd Compression 1.5.4Compression Level: 8, Long Mode - Compression Speednative compilegeneric CPU compile2004006008001000SE +/- 0.74, N = 3SE +/- 3.54, N = 3830.8832.21. (CC) gcc options: -O3 -pthread -lz -llzma

OpenBenchmarking.orgMB/s, More Is BetterZstd Compression 1.5.4Compression Level: 8, Long Mode - Decompression Speedgeneric CPU compilenative compile5001000150020002500SE +/- 5.46, N = 3SE +/- 12.84, N = 32366.82380.21. (CC) gcc options: -O3 -pthread -lz -llzma

OpenBenchmarking.orgMB/s, More Is BetterZstd Compression 1.5.4Compression Level: 19, Long Mode - Compression Speedgeneric CPU compilenative compile3691215SE +/- 0.10, N = 15SE +/- 0.17, N = 312.612.71. (CC) gcc options: -O3 -pthread -lz -llzma

OpenBenchmarking.orgMB/s, More Is BetterZstd Compression 1.5.4Compression Level: 19, Long Mode - Decompression Speednative compilegeneric CPU compile400800120016002000SE +/- 4.47, N = 3SE +/- 7.66, N = 151948.71956.31. (CC) gcc options: -O3 -pthread -lz -llzma

78 Results Shown

7-Zip Compression:
  Compression Rating
  Decompression Rating
Appleseed:
  Emily
  Disney Material
asmFish
C-Ray
ctx_clock
DaCapo Benchmark
GIMP:
  resize
  rotate
  auto-levels
  unsharp-mask
Glibc Benchmarks:
  cos
  sin
  sqrt
  pthread_once
Hackbench
Himeno Benchmark
John The Ripper
Kvazaar:
  Bosphorus 4K - Slow
  Bosphorus 4K - Medium
  Bosphorus 1080p - Slow
  Bosphorus 1080p - Medium
  Bosphorus 4K - Very Fast
  Bosphorus 4K - Super Fast
  Bosphorus 4K - Ultra Fast
  Bosphorus 1080p - Very Fast
  Bosphorus 1080p - Super Fast
  Bosphorus 1080p - Ultra Fast
libjpeg-turbo tjbench
m-queens
MariaDB:
  128
  256
NAMD
OpenSSL
PHPBench
PyBench
Radiance Benchmark:
  Serial
  SMP Parallel
RAMspeed SMP:
  Add - Integer
  Copy - Integer
  Scale - Integer
  Average - Integer
  Add - Floating Point
  Copy - Floating Point
  Scale - Floating Point
  Average - Floating Point
Redis:
  GET
  SET
Renaissance:
  Scala Dotty
  Savina Reactors.IO
  Apache Spark PageRank
Rodinia
Stockfish
Stream:
  Copy
  Scale
  Triad
  Add
Stress-NG:
  Crypto
  CPU Stress
Sysbench
Timed Linux Kernel Compilation
Timed LLVM Compilation
x265:
  Bosphorus 4K
  Bosphorus 1080p
Zstd Compression:
  3 - Compression 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