lappy M1

Apple M1 testing with a Apple Mac mini (M1 2020) and llvmpipe on Arch Linux ARM 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 2208048-NE-LAPPY702326
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Audio Encoding 2 Tests
Chess Test Suite 2 Tests
C/C++ Compiler Tests 10 Tests
Compression Tests 3 Tests
CPU Massive 22 Tests
Creator Workloads 20 Tests
Cryptography 4 Tests
Encoding 5 Tests
Game Development 4 Tests
HPC - High Performance Computing 10 Tests
Imaging 8 Tests
Java 3 Tests
Common Kernel Benchmarks 2 Tests
Machine Learning 6 Tests
MPI Benchmarks 2 Tests
Multi-Core 12 Tests
NVIDIA GPU Compute 2 Tests
OpenMPI Tests 2 Tests
Productivity 4 Tests
Programmer / Developer System Benchmarks 8 Tests
Python 4 Tests
Scientific Computing 2 Tests
Software Defined Radio 3 Tests
Server 4 Tests
Server CPU Tests 12 Tests
Single-Threaded 7 Tests
Speech 2 Tests
Telephony 2 Tests
Texture Compression 4 Tests
Video Encoding 3 Tests
Common Workstation Benchmarks 2 Tests

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M1 Mac Mini
August 03 2022
  8 Hours, 48 Minutes
M1 Mac Mini 2
August 03 2022
  5 Hours, 37 Minutes
M1 Mac Mini 3
August 04 2022
  8 Hours, 3 Minutes
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  7 Hours, 29 Minutes

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lappy M1OpenBenchmarking.orgPhoronix Test SuiteApple M1 @ 2.06GHz (4 Cores / 8 Threads)Apple Mac mini (M1 2020)8GB251GB APPLE SSD AP0256Q + 2 x 0GB APPLE SSD AP0256QllvmpipeBroadcom NetXtreme BCM57762 PCIe + Broadcom BRCM4378 + Broadcom Device 5f69Arch Linux ARM5.19.0-rc7-asahi-2-1-ARCH (aarch64)KDE Plasma 5.25.4X Server 1.21.1.44.5 Mesa 22.1.4 (LLVM 14.0.6 128 bits)GCC 12.1.0 + Clang 14.0.6ext41920x1080ProcessorMotherboardMemoryDiskGraphicsNetworkOSKernelDesktopDisplay ServerOpenGLCompilerFile-SystemScreen ResolutionLappy M1 BenchmarksSystem Logs- --build=aarch64-unknown-linux-gnu --disable-libssp --disable-libstdcxx-pch --disable-multilib --disable-werror --enable-__cxa_atexit --enable-bootstrap --enable-checking=release --enable-clocale=gnu --enable-default-pie --enable-default-ssp --enable-fix-cortex-a53-835769 --enable-fix-cortex-a53-843419 --enable-gnu-indirect-function --enable-gnu-unique-object --enable-languages=c,c++,fortran,go,lto,objc,obj-c++ --enable-lto --enable-plugin --enable-shared --enable-threads=posix --host=aarch64-unknown-linux-gnu --mandir=/usr/share/man --with-arch=armv8-a --with-linker-hash-style=gnu - M1 Mac Mini: MQ-DEADLINE / relatime,rw / Block Size: 4096- Scaling Governor: apple-cpufreq schedutil- M1 Mac Mini, M1 Mac Mini 3: OpenJDK Runtime Environment (build 11.0.16+8)- M1 Mac Mini, M1 Mac Mini 3: Python 3.10.5- itlb_multihit: Not affected + l1tf: Not affected + mds: Not affected + meltdown: Not affected + mmio_stale_data: Not affected + retbleed: Not affected + spec_store_bypass: Mitigation of SSB disabled via prctl + spectre_v1: Mitigation of __user pointer sanitization + spectre_v2: Not affected + srbds: Not affected + tsx_async_abort: Not affected

lappy M1webp: Quality 100, Losslesswebp: Quality 100, Highest Compressionsimdjson: Kostyasimdjson: LargeRandxmrig: Monero - 1Mxmrig: Wownero - 1Mjava-gradle-perf: Reactordacapobench: H2dacapobench: Jythondacapobench: Tradesoapdacapobench: Tradebeanscompress-zstd: 8 - Compression Speedcompress-zstd: 8 - Decompression Speedluaradio: Five Back to Back FIR Filtersluaradio: FM Deemphasis Filterluaradio: Hilbert Transformluaradio: Complex Phasegnuradio: Five Back to Back FIR Filtersgnuradio: Signal Source (Cosine)gnuradio: FIR Filtergnuradio: IIR Filtergnuradio: FM Deemphasis Filtergnuradio: Hilbert Transformvpxenc: Speed 5 - Bosphorus 1080px265: Bosphorus 4Kx265: Bosphorus 1080pcoremark: CoreMark Size 666 - Iterations Per Secondstockfish: Total Timeavifenc: 2avifenc: 6avifenc: 6, Losslessavifenc: 10, Losslessbuild2: Time To Compilecompress-pbzip2: FreeBSD-13.0-RELEASE-amd64-memstick.img Compressionpovray: Trace Timenumpy: compress-xz: Compressing ubuntu-16.04.3-server-i386.img, Compression Level 9encode-flac: WAV To FLACencode-mp3: WAV To MP3ngspice: C2670ngspice: C7552rnnoise: synthmark: VoiceMark_100securemark: SecureMark-TLSopenssl: SHA256openssl: RSA4096openssl: RSA4096liquid-dsp: 16 - 256 - 57cryptsetup: PBKDF2-sha512cryptsetup: PBKDF2-whirlpoolcryptsetup: AES-XTS 256b Encryptioncryptsetup: AES-XTS 256b Decryptioncryptsetup: Serpent-XTS 256b Encryptioncryptsetup: Serpent-XTS 256b Decryptioncryptsetup: Twofish-XTS 256b Encryptioncryptsetup: Twofish-XTS 256b Decryptioncryptsetup: AES-XTS 512b Encryptioncryptsetup: AES-XTS 512b Decryptioncryptsetup: Serpent-XTS 512b Encryptioncryptsetup: Serpent-XTS 512b Decryptioncryptsetup: Twofish-XTS 512b Encryptioncryptsetup: Twofish-XTS 512b Decryptiontjbench: Decompression Throughputtensorflow-lite: SqueezeNettensorflow-lite: Inception V4tensorflow-lite: NASNet Mobiletensorflow-lite: Mobilenet Floattensorflow-lite: Mobilenet Quanttensorflow-lite: Inception ResNet V2astcenc: Thoroughastcenc: Exhaustivedraco: Liondraco: Church Facadencnn: CPU - mobilenetncnn: CPU - vgg16ncnn: CPU - resnet18ncnn: CPU - alexnetncnn: CPU - resnet50ncnn: CPU - yolov4-tinyncnn: CPU - squeezenet_ssdpybench: Total For Average Test Timespyperformance: json_loadspyperformance: crypto_pyaespyperformance: regex_compilepyperformance: python_startuppyperformance: django_templategit: Time To Complete Common Git Commandspyhpc: CPU - Numpy - 4194304 - Equation of Statepyhpc: CPU - Numpy - 4194304 - Isoneutral Mixingunpack-firefox: firefox-84.0.source.tar.xzlczero: Eigenlammps: 20k Atomslammps: Rhodopsin Proteinprimesieve: 1e12primesieve: 1e13webp2: Defaultwebp2: Quality 75, Compression Effort 7webp2: Quality 95, Compression Effort 7webp2: Quality 100, Compression Effort 5webp2: Quality 100, Lossless Compressionnode-web-tooling: astcenc: Mediuminkscape: SVG Files To PNGstress-ng: MMAPstress-ng: NUMAstress-ng: Futexstress-ng: MEMFDstress-ng: Atomicstress-ng: Cryptostress-ng: Mallocstress-ng: IO_uringstress-ng: SENDFILEstress-ng: CPU Cachestress-ng: CPU Stressstress-ng: Semaphoresstress-ng: Matrix Mathstress-ng: Vector Mathstress-ng: Memory Copyingstress-ng: Socket Activitystress-ng: Context Switchingstress-ng: Glibc C String Functionsstress-ng: Glibc Qsort Data Sortingstress-ng: System V Message Passingetcpak: Multi-Threaded - ETC2etcpak: Single-Threaded - ETC2simdjson: TopTweetsimdjson: PartialTweetssimdjson: DistinctUserIDrenaissance: Scala Dottyrenaissance: Rand Forestrenaissance: ALS Movie Lensrenaissance: Apache Spark ALSrenaissance: Apache Spark Bayesrenaissance: Savina Reactors.IOrenaissance: Apache Spark PageRankrenaissance: Finagle HTTP Requestsrenaissance: In-Memory Database Shootoutrenaissance: Akka Unbalanced Cobwebbed Treerenaissance: Genetic Algorithm Using Jenetics + Futurescompress-zstd: 3 - Compression Speedcompress-zstd: 3 - 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 Speedvpxenc: Speed 0 - Bosphorus 4Kvpxenc: Speed 5 - Bosphorus 4Kvpxenc: Speed 0 - Bosphorus 1080pavifenc: 0liquid-dsp: 1 - 256 - 57liquid-dsp: 2 - 256 - 57liquid-dsp: 4 - 256 - 57liquid-dsp: 8 - 256 - 57spark: 1000000 - 100 - SHA-512 Benchmark Timespark: 1000000 - 100 - Calculate Pi Benchmarkspark: 1000000 - 100 - Calculate Pi Benchmark Using Dataframespark: 1000000 - 100 - Group By Test Timespark: 1000000 - 100 - Repartition Test Timespark: 1000000 - 100 - Inner Join Test Timespark: 1000000 - 100 - Broadcast Inner Join Test Timespark: 1000000 - 2000 - SHA-512 Benchmark Timespark: 1000000 - 2000 - Calculate Pi Benchmarkspark: 1000000 - 2000 - Calculate Pi Benchmark Using Dataframespark: 1000000 - 2000 - Group By Test Timespark: 1000000 - 2000 - Repartition Test Timespark: 1000000 - 2000 - Inner Join Test Timespark: 1000000 - 2000 - Broadcast Inner Join Test Timeaskap: tConvolve OpenMP - Griddingaskap: tConvolve OpenMP - Degriddingaskap: Hogbom Clean OpenMPbasis: ETC1Sbasis: UASTC Level 0basis: UASTC Level 2basis: UASTC Level 3darktable: Boat - CPU-onlydarktable: Server Rack - CPU-onlydarktable: Server Room - CPU-onlygegl: Cropgegl: Scalegegl: Cartoongegl: Reflectgegl: Antialiasgegl: Tile Glassgegl: Wavelet Blurgegl: Color Enhancegegl: Rotate 90 Degreesgimp: resizegimp: rotategimp: auto-levelsgimp: unsharp-maskoctave-benchmark: tnn: CPU - DenseNettnn: CPU - MobileNet v2tnn: CPU - SqueezeNet v2tnn: CPU - SqueezeNet v1.1pyperformance: gopyperformance: 2to3pyperformance: chaospyperformance: floatpyperformance: nbodypyperformance: pathlibpyperformance: raytracepyperformance: pickle_pure_pythonpyhpc: CPU - Numpy - 1048576 - Equation of Statepyhpc: CPU - Numpy - 1048576 - Isoneutral MixingM1 Mac MiniM1 Mac Mini 2M1 Mac Mini 316.3846.7992.910.972242.22810.9167.2735335311846204417760.54634.7167.4230.0408.4868.9122.45743.3504.41101.9828.4384.924.991.97.08173441.46537013398771137.46213.66215.5376.064171.32518.01773.641618.0753.52828.23628.498166.05993.77923.019668.00219135379007636901408.399437.312398000034454877353273937.73938.093.697.1208.5209.43854.53852.393.697.1208.7209.3206.6925345372.7170637.016253.13989.192217.7264425.717.2000149.99213831574314.4234.028.3813.2518.7916.1716.5192319.495.411417.733.245.9570.7991.29417.7881338868017.67478870106601409.499428.417.2120150.012112554.0213.96227.280349.4645.548305.604615.15312.7521438.93113.145.887125.18593.461408.14826956.90766.44248297.989154.418057920.59390476.01653932.52745.982363.75589057.4923956.7030363.802797.324340.951934363.45287330.74109.484948710.642.910.975598323245654408754.44638.624.97137.13113.57715.4816.07092119.495.011417.833.2575.531110.3923.963.93.97662.1708.58579.83332.56913.15655.73252.72055.84018.19171.66302.93363.94441.723.04123.3243.04831.8700.75055.018.94181.63.869.499.53273.7282218933344430667888450001238800003.55251.8914.663.403.112.241.924.68250.7614.464.403.793.563.021365.441653.76191.20527.7806.54238.49077.1726.2520.7223.7767.1015.67677.28327.02932.62526.28749.20845.14740.17011.44411.47212.34415.6884.4875527.271325.10978.823337.01717924681.485.311012.23813320.1540.319OpenBenchmarking.org

WebP Image Encode

This is a test of Google's libwebp with the cwebp image encode utility and using a sample 6000x4000 pixel JPEG image as the input. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgEncode Time - Seconds, Fewer Is BetterWebP Image Encode 1.1Encode Settings: Quality 100, LosslessM1 Mac Mini48121620SE +/- 0.00, N = 316.381. (CC) gcc options: -fvisibility=hidden -O2 -lm -ljpeg -lpng16 -ltiff

OpenBenchmarking.orgEncode Time - Seconds, Fewer Is BetterWebP Image Encode 1.1Encode Settings: Quality 100, Highest CompressionM1 Mac Mini246810SE +/- 0.002, N = 36.7991. (CC) gcc options: -fvisibility=hidden -O2 -lm -ljpeg -lpng16 -ltiff

simdjson

This is a benchmark of SIMDJSON, a high performance JSON parser. SIMDJSON aims to be the fastest JSON parser and is used by projects like Microsoft FishStore, Yandex ClickHouse, Shopify, and others. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgGB/s, More Is Bettersimdjson 2.0Throughput Test: KostyaM1 Mac MiniM1 Mac Mini 30.65481.30961.96442.61923.274SE +/- 0.00, N = 3SE +/- 0.00, N = 32.912.911. (CXX) g++ options: -O3
OpenBenchmarking.orgGB/s, More Is Bettersimdjson 2.0Throughput Test: KostyaM1 Mac MiniM1 Mac Mini 3246810Min: 2.91 / Avg: 2.91 / Max: 2.91Min: 2.91 / Avg: 2.91 / Max: 2.911. (CXX) g++ options: -O3

OpenBenchmarking.orgGB/s, More Is Bettersimdjson 2.0Throughput Test: LargeRandomM1 Mac MiniM1 Mac Mini 30.21830.43660.65490.87321.0915SE +/- 0.00, N = 3SE +/- 0.00, N = 30.970.971. (CXX) g++ options: -O3
OpenBenchmarking.orgGB/s, More Is Bettersimdjson 2.0Throughput Test: LargeRandomM1 Mac MiniM1 Mac Mini 3246810Min: 0.97 / Avg: 0.97 / Max: 0.97Min: 0.97 / Avg: 0.97 / Max: 0.971. (CXX) g++ options: -O3

Xmrig

Xmrig is an open-source cross-platform CPU/GPU miner for RandomX, KawPow, CryptoNight and AstroBWT. This test profile is setup to measure the Xmlrig CPU mining performance. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgH/s, More Is BetterXmrig 6.12.1Variant: Monero - Hash Count: 1MM1 Mac Mini5001000150020002500SE +/- 9.12, N = 32242.21. (CXX) g++ options: -fexceptions -fno-rtti -O3 -Ofast -static-libgcc -static-libstdc++ -rdynamic -lssl -lcrypto -luv -lpthread -lrt -ldl -lhwloc

OpenBenchmarking.orgH/s, More Is BetterXmrig 6.12.1Variant: Wownero - Hash Count: 1MM1 Mac Mini6001200180024003000SE +/- 5.07, N = 32810.91. (CXX) g++ options: -fexceptions -fno-rtti -O3 -Ofast -static-libgcc -static-libstdc++ -rdynamic -lssl -lcrypto -luv -lpthread -lrt -ldl -lhwloc

Java Gradle Build

This test runs Java software project builds using the Gradle build system. It is intended to give developers an idea as to the build performance for development activities and build servers. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterJava Gradle BuildGradle Build: ReactorM1 Mac Mini4080120160200SE +/- 1.79, N = 12167.27

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: H2M1 Mac MiniM1 Mac Mini 312002400360048006000SE +/- 75.84, N = 20SE +/- 34.87, N = 453355598
OpenBenchmarking.orgmsec, Fewer Is BetterDaCapo Benchmark 9.12-MR1Java Test: H2M1 Mac MiniM1 Mac Mini 310002000300040005000Min: 4703 / Avg: 5335.2 / Max: 5861Min: 5501 / Avg: 5598.25 / Max: 5667

OpenBenchmarking.orgmsec, Fewer Is BetterDaCapo Benchmark 9.12-MR1Java Test: JythonM1 Mac MiniM1 Mac Mini 37001400210028003500SE +/- 17.06, N = 4SE +/- 11.35, N = 431183232
OpenBenchmarking.orgmsec, Fewer Is BetterDaCapo Benchmark 9.12-MR1Java Test: JythonM1 Mac MiniM1 Mac Mini 36001200180024003000Min: 3088 / Avg: 3118 / Max: 3155Min: 3208 / Avg: 3232.25 / Max: 3260

OpenBenchmarking.orgmsec, Fewer Is BetterDaCapo Benchmark 9.12-MR1Java Test: TradesoapM1 Mac MiniM1 Mac Mini 310002000300040005000SE +/- 37.08, N = 9SE +/- 43.00, N = 2046204565
OpenBenchmarking.orgmsec, Fewer Is BetterDaCapo Benchmark 9.12-MR1Java Test: TradesoapM1 Mac MiniM1 Mac Mini 38001600240032004000Min: 4486 / Avg: 4620.44 / Max: 4827Min: 3850 / Avg: 4565.4 / Max: 4760

OpenBenchmarking.orgmsec, Fewer Is BetterDaCapo Benchmark 9.12-MR1Java Test: TradebeansM1 Mac MiniM1 Mac Mini 39001800270036004500SE +/- 24.34, N = 20SE +/- 34.50, N = 2044174408
OpenBenchmarking.orgmsec, Fewer Is BetterDaCapo Benchmark 9.12-MR1Java Test: TradebeansM1 Mac MiniM1 Mac Mini 38001600240032004000Min: 4228 / Avg: 4417.35 / Max: 4675Min: 3904 / Avg: 4408.2 / Max: 4615

Zstd Compression

This test measures the time needed to compress/decompress a sample file (a FreeBSD disk image - FreeBSD-12.2-RELEASE-amd64-memstick.img) using Zstd compression with options for different compression levels / settings. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMB/s, More Is BetterZstd Compression 1.5.0Compression Level: 8 - Compression SpeedM1 Mac MiniM1 Mac Mini 3160320480640800SE +/- 9.20, N = 4SE +/- 5.52, N = 3760.5754.41. (CC) gcc options: -O3 -pthread -lz -llzma -llz4
OpenBenchmarking.orgMB/s, More Is BetterZstd Compression 1.5.0Compression Level: 8 - Compression SpeedM1 Mac MiniM1 Mac Mini 3130260390520650Min: 733.6 / Avg: 760.5 / Max: 774.8Min: 744.5 / Avg: 754.37 / Max: 763.61. (CC) gcc options: -O3 -pthread -lz -llzma -llz4

OpenBenchmarking.orgMB/s, More Is BetterZstd Compression 1.5.0Compression Level: 8 - Decompression SpeedM1 Mac MiniM1 Mac Mini 310002000300040005000SE +/- 1.79, N = 4SE +/- 3.87, N = 34634.74638.61. (CC) gcc options: -O3 -pthread -lz -llzma -llz4
OpenBenchmarking.orgMB/s, More Is BetterZstd Compression 1.5.0Compression Level: 8 - Decompression SpeedM1 Mac MiniM1 Mac Mini 38001600240032004000Min: 4631.1 / Avg: 4634.68 / Max: 4638Min: 4631.2 / Avg: 4638.57 / Max: 4644.31. (CC) gcc options: -O3 -pthread -lz -llzma -llz4

LuaRadio

LuaRadio is a lightweight software-defined radio (SDR) framework built atop LuaJIT. LuaRadio provides a suite of source, sink, and processing blocks, with a simple API for defining flow graphs, running flow graphs, creating blocks, and creating data types. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMiB/s, More Is BetterLuaRadio 0.9.1Test: Five Back to Back FIR FiltersM1 Mac Mini4080120160200SE +/- 1.85, N = 4167.4

OpenBenchmarking.orgMiB/s, More Is BetterLuaRadio 0.9.1Test: FM Deemphasis FilterM1 Mac Mini50100150200250SE +/- 0.18, N = 4230.0

OpenBenchmarking.orgMiB/s, More Is BetterLuaRadio 0.9.1Test: Hilbert TransformM1 Mac Mini90180270360450SE +/- 0.59, N = 4408.4

OpenBenchmarking.orgMiB/s, More Is BetterLuaRadio 0.9.1Test: Complex PhaseM1 Mac Mini2004006008001000SE +/- 5.53, N = 4868.9

GNU Radio

GNU Radio is a free software development toolkit providing signal processing blocks to implement software-defined radios (SDR) and signal processing systems. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMiB/s, More Is BetterGNU RadioTest: Five Back to Back FIR FiltersM1 Mac Mini306090120150SE +/- 0.66, N = 3122.41. 3.10.2.0

OpenBenchmarking.orgMiB/s, More Is BetterGNU RadioTest: Signal Source (Cosine)M1 Mac Mini12002400360048006000SE +/- 164.52, N = 35743.31. 3.10.2.0

OpenBenchmarking.orgMiB/s, More Is BetterGNU RadioTest: FIR FilterM1 Mac Mini110220330440550SE +/- 3.66, N = 3504.41. 3.10.2.0

OpenBenchmarking.orgMiB/s, More Is BetterGNU RadioTest: IIR FilterM1 Mac Mini2004006008001000SE +/- 24.66, N = 31101.91. 3.10.2.0

OpenBenchmarking.orgMiB/s, More Is BetterGNU RadioTest: FM Deemphasis FilterM1 Mac Mini2004006008001000SE +/- 5.05, N = 3828.41. 3.10.2.0

OpenBenchmarking.orgMiB/s, More Is BetterGNU RadioTest: Hilbert TransformM1 Mac Mini80160240320400SE +/- 4.39, N = 3384.91. 3.10.2.0

VP9 libvpx Encoding

This is a standard video encoding performance test of Google's libvpx library and the vpxenc command for the VP9 video format. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFrames Per Second, More Is BetterVP9 libvpx Encoding 1.10.0Speed: Speed 5 - Input: Bosphorus 1080pM1 Mac MiniM1 Mac Mini 3612182430SE +/- 0.03, N = 3SE +/- 0.01, N = 324.9924.971. (CXX) g++ options: -lm -lpthread -march=armv8-a -O3 -fPIC -U_FORTIFY_SOURCE -std=gnu++11
OpenBenchmarking.orgFrames Per Second, More Is BetterVP9 libvpx Encoding 1.10.0Speed: Speed 5 - Input: Bosphorus 1080pM1 Mac MiniM1 Mac Mini 3612182430Min: 24.93 / Avg: 24.99 / Max: 25.03Min: 24.95 / Avg: 24.97 / Max: 24.991. (CXX) g++ options: -lm -lpthread -march=armv8-a -O3 -fPIC -U_FORTIFY_SOURCE -std=gnu++11

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 4KM1 Mac Mini0.42750.8551.28251.712.1375SE +/- 0.00, N = 31.91. (CXX) g++ options: -O3 -rdynamic -lpthread -lrt -ldl -lnuma

OpenBenchmarking.orgFrames Per Second, More Is Betterx265 3.4Video Input: Bosphorus 1080pM1 Mac Mini246810SE +/- 0.00, N = 37.081. (CXX) g++ options: -O3 -rdynamic -lpthread -lrt -ldl -lnuma

Coremark

This is a test of EEMBC CoreMark processor benchmark. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgIterations/Sec, More Is BetterCoremark 1.0CoreMark Size 666 - Iterations Per SecondM1 Mac Mini40K80K120K160K200KSE +/- 1635.41, N = 6173441.471. (CC) gcc options: -O2 -lrt" -lrt

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 TimeM1 Mac MiniM1 Mac Mini 23M6M9M12M15MSE +/- 119903.79, N = 15SE +/- 125540.68, N = 313398771133886801. (CXX) g++ options: -lgcov -lpthread -fno-exceptions -std=c++17 -fno-peel-loops -fno-tracer -pedantic -O3 -flto -flto=jobserver
OpenBenchmarking.orgNodes Per Second, More Is BetterStockfish 15Total TimeM1 Mac MiniM1 Mac Mini 22M4M6M8M10MMin: 12661110 / Avg: 13398771.2 / Max: 14368058Min: 13170323 / Avg: 13388680.33 / Max: 136051971. (CXX) g++ options: -lgcov -lpthread -fno-exceptions -std=c++17 -fno-peel-loops -fno-tracer -pedantic -O3 -flto -flto=jobserver

libavif avifenc

This is a test of the AOMedia libavif library testing the encoding of a JPEG image to AV1 Image Format (AVIF). Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is Betterlibavif avifenc 0.10Encoder Speed: 2M1 Mac MiniM1 Mac Mini 3306090120150SE +/- 0.38, N = 3SE +/- 0.03, N = 3137.46137.131. (CXX) g++ options: -O3 -fPIC -lm
OpenBenchmarking.orgSeconds, Fewer Is Betterlibavif avifenc 0.10Encoder Speed: 2M1 Mac MiniM1 Mac Mini 3306090120150Min: 136.79 / Avg: 137.46 / Max: 138.11Min: 137.07 / Avg: 137.13 / Max: 137.171. (CXX) g++ options: -O3 -fPIC -lm

OpenBenchmarking.orgSeconds, Fewer Is Betterlibavif avifenc 0.10Encoder Speed: 6M1 Mac MiniM1 Mac Mini 348121620SE +/- 0.18, N = 3SE +/- 0.07, N = 313.6613.581. (CXX) g++ options: -O3 -fPIC -lm
OpenBenchmarking.orgSeconds, Fewer Is Betterlibavif avifenc 0.10Encoder Speed: 6M1 Mac MiniM1 Mac Mini 348121620Min: 13.48 / Avg: 13.66 / Max: 14.03Min: 13.5 / Avg: 13.58 / Max: 13.721. (CXX) g++ options: -O3 -fPIC -lm

OpenBenchmarking.orgSeconds, Fewer Is Betterlibavif avifenc 0.10Encoder Speed: 6, LosslessM1 Mac MiniM1 Mac Mini 348121620SE +/- 0.10, N = 3SE +/- 0.02, N = 315.5415.481. (CXX) g++ options: -O3 -fPIC -lm
OpenBenchmarking.orgSeconds, Fewer Is Betterlibavif avifenc 0.10Encoder Speed: 6, LosslessM1 Mac MiniM1 Mac Mini 348121620Min: 15.4 / Avg: 15.54 / Max: 15.73Min: 15.45 / Avg: 15.48 / Max: 15.511. (CXX) g++ options: -O3 -fPIC -lm

OpenBenchmarking.orgSeconds, Fewer Is Betterlibavif avifenc 0.10Encoder Speed: 10, LosslessM1 Mac MiniM1 Mac Mini 3246810SE +/- 0.064, N = 3SE +/- 0.015, N = 36.0646.0701. (CXX) g++ options: -O3 -fPIC -lm
OpenBenchmarking.orgSeconds, Fewer Is Betterlibavif avifenc 0.10Encoder Speed: 10, LosslessM1 Mac MiniM1 Mac Mini 3246810Min: 5.94 / Avg: 6.06 / Max: 6.13Min: 6.04 / Avg: 6.07 / Max: 6.091. (CXX) g++ options: -O3 -fPIC -lm

Build2

This test profile measures the time to bootstrap/install the build2 C++ build toolchain from source. Build2 is a cross-platform build toolchain for C/C++ code and features Cargo-like features. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterBuild2 0.13Time To CompileM1 Mac Mini4080120160200SE +/- 0.27, N = 3171.33

Parallel BZIP2 Compression

This test measures the time needed to compress a file (FreeBSD-13.0-RELEASE-amd64-memstick.img) using Parallel BZIP2 compression. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterParallel BZIP2 Compression 1.1.13FreeBSD-13.0-RELEASE-amd64-memstick.img CompressionM1 Mac MiniM1 Mac Mini 248121620SE +/- 0.13, N = 11SE +/- 0.16, N = 1518.0217.671. (CXX) g++ options: -O2 -pthread -lbz2 -lpthread
OpenBenchmarking.orgSeconds, Fewer Is BetterParallel BZIP2 Compression 1.1.13FreeBSD-13.0-RELEASE-amd64-memstick.img CompressionM1 Mac MiniM1 Mac Mini 2510152025Min: 16.97 / Avg: 18.02 / Max: 18.43Min: 16.93 / Avg: 17.67 / Max: 18.361. (CXX) g++ options: -O2 -pthread -lbz2 -lpthread

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.

OpenBenchmarking.orgSeconds, Fewer Is BetterPOV-Ray 3.7.0.7Trace TimeM1 Mac Mini1632486480SE +/- 0.03, N = 373.641. (CXX) g++ options: -pipe -O3 -ffast-math -R/usr/lib -lSDL -lXpm -lSM -lICE -lX11 -ltiff -ljpeg -lpng -lz -lrt -lm -lboost_thread -lboost_system

Numpy Benchmark

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

OpenBenchmarking.orgScore, More Is BetterNumpy BenchmarkM1 Mac Mini130260390520650SE +/- 1.82, N = 3618.07

XZ Compression

This test measures the time needed to compress a sample file (an Ubuntu file-system image) using XZ compression. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterXZ Compression 5.2.4Compressing ubuntu-16.04.3-server-i386.img, Compression Level 9M1 Mac Mini1224364860SE +/- 0.51, N = 353.531. (CC) gcc options: -fvisibility=hidden -O2

FLAC Audio Encoding

This test times how long it takes to encode a sample WAV file to FLAC format ten times. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterFLAC Audio Encoding 1.3.3WAV To FLACM1 Mac Mini714212835SE +/- 0.08, N = 528.241. (CXX) g++ options: -fvisibility=hidden -logg -lm

LAME MP3 Encoding

LAME is an MP3 encoder licensed under the LGPL. This test measures the time required to encode a WAV file to MP3 format. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterLAME MP3 Encoding 3.100WAV To MP3M1 Mac Mini714212835SE +/- 0.01, N = 328.501. (CC) gcc options: -lncurses -lm

Ngspice

Ngspice is an open-source SPICE circuit simulator. Ngspice was originally based on the Berkeley SPICE electronic circuit simulator. Ngspice supports basic threading using OpenMP. This test profile is making use of the ISCAS 85 benchmark circuits. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterNgspice 34Circuit: C2670M1 Mac Mini4080120160200SE +/- 7.13, N = 12166.061. (CC) gcc options: -O0 -fopenmp -lm -lstdc++ -lfftw3 -lXaw -lXmu -lXt -lXext -lX11 -lXft -lfontconfig -lXrender -lfreetype -lSM -lICE

OpenBenchmarking.orgSeconds, Fewer Is BetterNgspice 34Circuit: C7552M1 Mac Mini20406080100SE +/- 0.64, N = 393.781. (CC) gcc options: -O0 -fopenmp -lm -lstdc++ -lfftw3 -lXaw -lXmu -lXt -lXext -lX11 -lXft -lfontconfig -lXrender -lfreetype -lSM -lICE

RNNoise

RNNoise is a recurrent neural network for audio noise reduction developed by Mozilla and Xiph.Org. This test profile is a single-threaded test measuring the time to denoise a sample 26 minute long 16-bit RAW audio file using this recurrent neural network noise suppression library. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterRNNoise 2020-06-28M1 Mac Mini612182430SE +/- 0.01, N = 323.021. (CC) gcc options: -O2 -pedantic -fvisibility=hidden -lm

Google SynthMark

SynthMark is a cross platform tool for benchmarking CPU performance under a variety of real-time audio workloads. It uses a polyphonic synthesizer model to provide standardized tests for latency, jitter and computational throughput. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgVoices, More Is BetterGoogle SynthMark 20201109Test: VoiceMark_100M1 Mac Mini140280420560700SE +/- 0.12, N = 3668.001. (CXX) g++ options: -lm -lpthread -std=c++11 -Ofast

SecureMark

SecureMark is an objective, standardized benchmarking framework for measuring the efficiency of cryptographic processing solutions developed by EEMBC. SecureMark-TLS is benchmarking Transport Layer Security performance with a focus on IoT/edge computing. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgmarks, More Is BetterSecureMark 1.0.4Benchmark: SecureMark-TLSM1 Mac Mini40K80K120K160K200KSE +/- 102.05, N = 31913531. (CC) gcc options: -pedantic -O3

OpenSSL

OpenSSL is an open-source toolkit that implements SSL (Secure Sockets Layer) and TLS (Transport Layer Security) protocols. This test profile makes use of the built-in "openssl speed" benchmarking capabilities. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgbyte/s, More Is BetterOpenSSL 3.0Algorithm: SHA256M1 Mac MiniM1 Mac Mini 22000M4000M6000M8000M10000MSE +/- 5116670.54, N = 3SE +/- 15242947.19, N = 3790076369078870106601. (CC) gcc options: -pthread -O3 -lssl -lcrypto -ldl
OpenBenchmarking.orgbyte/s, More Is BetterOpenSSL 3.0Algorithm: SHA256M1 Mac MiniM1 Mac Mini 21400M2800M4200M5600M7000MMin: 7892346850 / Avg: 7900763690 / Max: 7910012800Min: 7857254070 / Avg: 7887010660 / Max: 79076292801. (CC) gcc options: -pthread -O3 -lssl -lcrypto -ldl

OpenBenchmarking.orgsign/s, More Is BetterOpenSSL 3.0Algorithm: RSA4096M1 Mac MiniM1 Mac Mini 230060090012001500SE +/- 0.73, N = 3SE +/- 0.26, N = 31408.31409.41. (CC) gcc options: -pthread -O3 -lssl -lcrypto -ldl
OpenBenchmarking.orgsign/s, More Is BetterOpenSSL 3.0Algorithm: RSA4096M1 Mac MiniM1 Mac Mini 22004006008001000Min: 1407.6 / Avg: 1408.33 / Max: 1409.8Min: 1408.9 / Avg: 1409.4 / Max: 1409.81. (CC) gcc options: -pthread -O3 -lssl -lcrypto -ldl

OpenBenchmarking.orgverify/s, More Is BetterOpenSSL 3.0Algorithm: RSA4096M1 Mac MiniM1 Mac Mini 220K40K60K80K100KSE +/- 5.33, N = 3SE +/- 14.08, N = 399437.399428.41. (CC) gcc options: -pthread -O3 -lssl -lcrypto -ldl
OpenBenchmarking.orgverify/s, More Is BetterOpenSSL 3.0Algorithm: RSA4096M1 Mac MiniM1 Mac Mini 220K40K60K80K100KMin: 99427.3 / Avg: 99437.3 / Max: 99445.5Min: 99402.6 / Avg: 99428.37 / Max: 99451.11. (CC) gcc options: -pthread -O3 -lssl -lcrypto -ldl

Liquid-DSP

LiquidSDR's Liquid-DSP is a software-defined radio (SDR) digital signal processing library. This test profile runs a multi-threaded benchmark of this SDR/DSP library focused on embedded platform usage. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgsamples/s, More Is BetterLiquid-DSP 2021.01.31Threads: 16 - Buffer Length: 256 - Filter Length: 57M1 Mac Mini30M60M90M120M150MSE +/- 30550.50, N = 31239800001. (CC) gcc options: -O3 -pthread -lm -lc -lliquid

Cryptsetup

This is a test profile for running the cryptsetup benchmark to report on the system's cryptography performance. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgIterations Per Second, More Is BetterCryptsetupPBKDF2-sha512M1 Mac Mini700K1400K2100K2800K3500KSE +/- 1888.00, N = 33445487

OpenBenchmarking.orgIterations Per Second, More Is BetterCryptsetupPBKDF2-whirlpoolM1 Mac Mini160K320K480K640K800KSE +/- 595.54, N = 3735327

OpenBenchmarking.orgMiB/s, More Is BetterCryptsetupAES-XTS 256b EncryptionM1 Mac Mini8001600240032004000SE +/- 0.74, N = 33937.7

OpenBenchmarking.orgMiB/s, More Is BetterCryptsetupAES-XTS 256b DecryptionM1 Mac Mini8001600240032004000SE +/- 0.53, N = 33938.0

OpenBenchmarking.orgMiB/s, More Is BetterCryptsetupSerpent-XTS 256b EncryptionM1 Mac Mini20406080100SE +/- 0.13, N = 393.6

OpenBenchmarking.orgMiB/s, More Is BetterCryptsetupSerpent-XTS 256b DecryptionM1 Mac Mini20406080100SE +/- 0.03, N = 397.1

OpenBenchmarking.orgMiB/s, More Is BetterCryptsetupTwofish-XTS 256b EncryptionM1 Mac Mini50100150200250SE +/- 0.31, N = 3208.5

OpenBenchmarking.orgMiB/s, More Is BetterCryptsetupTwofish-XTS 256b DecryptionM1 Mac Mini50100150200250SE +/- 0.07, N = 3209.4

OpenBenchmarking.orgMiB/s, More Is BetterCryptsetupAES-XTS 512b EncryptionM1 Mac Mini8001600240032004000SE +/- 1.85, N = 33854.5

OpenBenchmarking.orgMiB/s, More Is BetterCryptsetupAES-XTS 512b DecryptionM1 Mac Mini8001600240032004000SE +/- 2.75, N = 23852.3

OpenBenchmarking.orgMiB/s, More Is BetterCryptsetupSerpent-XTS 512b EncryptionM1 Mac Mini2040608010093.6

OpenBenchmarking.orgMiB/s, More Is BetterCryptsetupSerpent-XTS 512b DecryptionM1 Mac Mini2040608010097.1

OpenBenchmarking.orgMiB/s, More Is BetterCryptsetupTwofish-XTS 512b EncryptionM1 Mac Mini50100150200250SE +/- 0.00, N = 2208.7

OpenBenchmarking.orgMiB/s, More Is BetterCryptsetupTwofish-XTS 512b DecryptionM1 Mac Mini50100150200250SE +/- 0.05, N = 2209.3

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 ThroughputM1 Mac Mini50100150200250SE +/- 0.04, N = 3206.691. (CC) gcc options: -O3 -rdynamic -lm

TensorFlow Lite

This is a benchmark of the TensorFlow Lite implementation focused on TensorFlow machine learning for mobile, IoT, edge, and other cases. The current Linux support is limited to running on CPUs. This test profile is measuring the average inference time. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2022-05-18Model: SqueezeNetM1 Mac Mini12002400360048006000SE +/- 4.57, N = 35372.71

OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2022-05-18Model: Inception V4M1 Mac Mini15K30K45K60K75KSE +/- 76.91, N = 370637.0

OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2022-05-18Model: NASNet MobileM1 Mac Mini3K6K9K12K15KSE +/- 48.46, N = 316253.1

OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2022-05-18Model: Mobilenet FloatM1 Mac Mini9001800270036004500SE +/- 36.23, N = 33989.19

OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2022-05-18Model: Mobilenet QuantM1 Mac Mini5001000150020002500SE +/- 5.77, N = 32217.72

OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2022-05-18Model: Inception ResNet V2M1 Mac Mini14K28K42K56K70KSE +/- 49.48, N = 364425.7

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: ThoroughM1 Mac MiniM1 Mac Mini 248121620SE +/- 0.00, N = 3SE +/- 0.00, N = 317.2017.211. (CXX) g++ options: -O3 -flto -pthread
OpenBenchmarking.orgSeconds, Fewer Is BetterASTC Encoder 3.2Preset: ThoroughM1 Mac MiniM1 Mac Mini 248121620Min: 17.2 / Avg: 17.2 / Max: 17.2Min: 17.21 / Avg: 17.21 / Max: 17.221. (CXX) g++ options: -O3 -flto -pthread

OpenBenchmarking.orgSeconds, Fewer Is BetterASTC Encoder 3.2Preset: ExhaustiveM1 Mac MiniM1 Mac Mini 2306090120150SE +/- 0.01, N = 3SE +/- 0.02, N = 3149.99150.011. (CXX) g++ options: -O3 -flto -pthread
OpenBenchmarking.orgSeconds, Fewer Is BetterASTC Encoder 3.2Preset: ExhaustiveM1 Mac MiniM1 Mac Mini 2306090120150Min: 149.98 / Avg: 149.99 / Max: 150.01Min: 149.99 / Avg: 150.01 / Max: 150.061. (CXX) g++ options: -O3 -flto -pthread

Google Draco

Draco is a library developed by Google for compressing/decompressing 3D geometric meshes and point clouds. This test profile uses some Artec3D PLY models as the sample 3D model input formats for Draco compression/decompression. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgms, Fewer Is BetterGoogle Draco 1.5.0Model: LionM1 Mac Mini8001600240032004000SE +/- 3.06, N = 338311. (CXX) g++ options: -O3

OpenBenchmarking.orgms, Fewer Is BetterGoogle Draco 1.5.0Model: Church FacadeM1 Mac Mini12002400360048006000SE +/- 8.50, N = 357431. (CXX) g++ options: -O3

NCNN

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

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: CPU - Model: mobilenetM1 Mac Mini48121620SE +/- 0.15, N = 514.42MIN: 9.25 / MAX: 24.991. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: CPU - Model: vgg16M1 Mac Mini816243240SE +/- 0.06, N = 534.02MIN: 30.72 / MAX: 48.481. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: CPU - Model: resnet18M1 Mac Mini246810SE +/- 0.13, N = 58.38MIN: 6.12 / MAX: 28.211. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: CPU - Model: alexnetM1 Mac Mini3691215SE +/- 0.06, N = 513.25MIN: 9.95 / MAX: 22.741. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: CPU - Model: resnet50M1 Mac Mini510152025SE +/- 0.11, N = 518.79MIN: 15.5 / MAX: 30.141. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: CPU - Model: yolov4-tinyM1 Mac Mini48121620SE +/- 0.67, N = 516.17MIN: 14.17 / MAX: 25.691. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: CPU - Model: squeezenet_ssdM1 Mac Mini48121620SE +/- 0.11, N = 516.51MIN: 10.61 / MAX: 26.561. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

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 TimesM1 Mac MiniM1 Mac Mini 32004006008001000SE +/- 0.88, N = 3SE +/- 0.88, N = 3923921
OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyBench 2018-02-16Total For Average Test TimesM1 Mac MiniM1 Mac Mini 3160320480640800Min: 921 / Avg: 922.67 / Max: 924Min: 920 / Avg: 921.33 / Max: 923

PyPerformance

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

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: json_loadsM1 Mac MiniM1 Mac Mini 3510152025SE +/- 0.07, N = 3SE +/- 0.09, N = 319.419.4
OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: json_loadsM1 Mac MiniM1 Mac Mini 3510152025Min: 19.3 / Avg: 19.37 / Max: 19.5Min: 19.3 / Avg: 19.43 / Max: 19.6

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: crypto_pyaesM1 Mac MiniM1 Mac Mini 320406080100SE +/- 0.58, N = 3SE +/- 0.03, N = 395.495.0
OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: crypto_pyaesM1 Mac MiniM1 Mac Mini 320406080100Min: 94.8 / Avg: 95.43 / Max: 96.6Min: 94.9 / Avg: 94.97 / Max: 95

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: regex_compileM1 Mac MiniM1 Mac Mini 3306090120150SE +/- 0.00, N = 3SE +/- 0.00, N = 3114114
OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: regex_compileM1 Mac MiniM1 Mac Mini 320406080100Min: 114 / Avg: 114 / Max: 114Min: 114 / Avg: 114 / Max: 114

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: python_startupM1 Mac MiniM1 Mac Mini 348121620SE +/- 0.03, N = 3SE +/- 0.07, N = 317.717.8
OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: python_startupM1 Mac MiniM1 Mac Mini 3510152025Min: 17.7 / Avg: 17.73 / Max: 17.8Min: 17.7 / Avg: 17.83 / Max: 17.9

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: django_templateM1 Mac MiniM1 Mac Mini 3816243240SE +/- 0.03, N = 3SE +/- 0.03, N = 333.233.2
OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: django_templateM1 Mac MiniM1 Mac Mini 3714212835Min: 33.2 / Avg: 33.23 / Max: 33.3Min: 33.2 / Avg: 33.23 / Max: 33.3

Git

This test measures the time needed to carry out some sample Git operations on an example, static repository that happens to be a copy of the GNOME GTK tool-kit repository. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterGitTime To Complete Common Git CommandsM1 Mac Mini1020304050SE +/- 0.07, N = 345.961. git version 2.37.1

PyHPC Benchmarks

PyHPC-Benchmarks is a suite of Python high performance computing benchmarks for execution on CPUs and GPUs using various popular Python HPC libraries. The PyHPC CPU-based benchmarks focus on sequential CPU performance. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 3.0Device: CPU - Backend: Numpy - Project Size: 4194304 - Benchmark: Equation of StateM1 Mac Mini0.17980.35960.53940.71920.899SE +/- 0.000, N = 30.799
OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 3.0Device: CPU - Backend: Numpy - Project Size: 4194304 - Benchmark: Equation of StateM1 Mac Mini246810Min: 0.8 / Avg: 0.8 / Max: 0.8

Device: CPU - Backend: Numpy - Project Size: 4194304 - Benchmark: Equation of State

M1 Mac Mini 3: 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.

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 3.0Device: CPU - Backend: Numpy - Project Size: 4194304 - Benchmark: Isoneutral MixingM1 Mac Mini0.29120.58240.87361.16481.456SE +/- 0.002, N = 31.294
OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 3.0Device: CPU - Backend: Numpy - Project Size: 4194304 - Benchmark: Isoneutral MixingM1 Mac Mini246810Min: 1.29 / Avg: 1.29 / Max: 1.3

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

M1 Mac Mini 3: 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.

Unpacking Firefox

This simple test profile measures how long it takes to extract the .tar.xz source package of the Mozilla Firefox Web Browser. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterUnpacking Firefox 84.0Extracting: firefox-84.0.source.tar.xzM1 Mac Mini48121620SE +/- 0.03, N = 417.79

LeelaChessZero

LeelaChessZero (lc0 / lczero) is a chess engine automated vian neural networks. This test profile can be used for OpenCL, CUDA + cuDNN, and BLAS (CPU-based) benchmarking. Learn more via the OpenBenchmarking.org test page.

Backend: BLAS

M1 Mac Mini 2: 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.

OpenBenchmarking.orgNodes Per Second, More Is BetterLeelaChessZero 0.28Backend: EigenM1 Mac Mini 230060090012001500SE +/- 11.55, N = 312551. (CXX) g++ options: -flto -pthread

LAMMPS Molecular Dynamics Simulator

LAMMPS is a classical molecular dynamics code, and an acronym for Large-scale Atomic/Molecular Massively Parallel Simulator. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgns/day, More Is BetterLAMMPS Molecular Dynamics Simulator 23Jun2022Model: 20k AtomsM1 Mac Mini 20.90471.80942.71413.61884.5235SE +/- 0.015, N = 34.0211. (CXX) g++ options: -O3 -ldl

OpenBenchmarking.orgns/day, More Is BetterLAMMPS Molecular Dynamics Simulator 23Jun2022Model: Rhodopsin ProteinM1 Mac Mini 20.89151.7832.67453.5664.4575SE +/- 0.003, N = 33.9621. (CXX) g++ options: -O3 -ldl

Primesieve

Primesieve generates prime numbers using a highly optimized sieve of Eratosthenes implementation. Primesieve primarily benchmarks the CPU's L1/L2 cache performance. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterPrimesieve 8.0Length: 1e12M1 Mac Mini 2612182430SE +/- 0.02, N = 327.281. (CXX) g++ options: -O3

OpenBenchmarking.orgSeconds, Fewer Is BetterPrimesieve 8.0Length: 1e13M1 Mac Mini 280160240320400SE +/- 0.27, N = 3349.461. (CXX) g++ options: -O3

WebP2 Image Encode

This is a test of Google's libwebp2 library with the WebP2 image encode utility and using a sample 6000x4000 pixel JPEG image as the input, similar to the WebP/libwebp test profile. WebP2 is currently experimental and under heavy development as ultimately the successor to WebP. WebP2 supports 10-bit HDR, more efficienct lossy compression, improved lossless compression, animation support, and full multi-threading support compared to WebP. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterWebP2 Image Encode 20220422Encode Settings: DefaultM1 Mac Mini 21.24832.49663.74494.99326.2415SE +/- 0.021, N = 35.5481. (CXX) g++ options: -fno-rtti -O3

OpenBenchmarking.orgSeconds, Fewer Is BetterWebP2 Image Encode 20220422Encode Settings: Quality 75, Compression Effort 7M1 Mac Mini 270140210280350SE +/- 0.85, N = 3305.601. (CXX) g++ options: -fno-rtti -O3

OpenBenchmarking.orgSeconds, Fewer Is BetterWebP2 Image Encode 20220422Encode Settings: Quality 95, Compression Effort 7M1 Mac Mini 2130260390520650SE +/- 0.59, N = 3615.151. (CXX) g++ options: -fno-rtti -O3

OpenBenchmarking.orgSeconds, Fewer Is BetterWebP2 Image Encode 20220422Encode Settings: Quality 100, Compression Effort 5M1 Mac Mini 23691215SE +/- 0.01, N = 312.751. (CXX) g++ options: -fno-rtti -O3

OpenBenchmarking.orgSeconds, Fewer Is BetterWebP2 Image Encode 20220422Encode Settings: Quality 100, Lossless CompressionM1 Mac Mini 230060090012001500SE +/- 1.30, N = 31438.931. (CXX) g++ options: -fno-rtti -O3

Node.js V8 Web Tooling Benchmark

Running the V8 project's Web-Tooling-Benchmark under Node.js. The Web-Tooling-Benchmark stresses JavaScript-related workloads common to web developers like Babel and TypeScript and Babylon. This test profile can test the system's JavaScript performance with Node.js. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgruns/s, More Is BetterNode.js V8 Web Tooling BenchmarkM1 Mac Mini 23691215SE +/- 0.15, N = 313.14

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: MediumM1 Mac Mini 21.32462.64923.97385.29846.623SE +/- 0.0085, N = 35.88711. (CXX) g++ options: -O3 -flto -pthread

Inkscape

Inkscape is an open-source vector graphics editor. This test profile times how long it takes to complete various operations by Inkscape. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterInkscapeOperation: SVG Files To PNGM1 Mac Mini 2612182430SE +/- 0.17, N = 325.191. Inkscape 1.2.1 (9c6d41e410, 2022-07-14)

Stress-NG

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

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.14Test: MMAPM1 Mac Mini 220406080100SE +/- 0.07, N = 393.461. (CC) gcc options: -O2 -std=gnu99 -lm -laio -latomic -lbsd -lc -lcrypt -ldl -ljpeg -lkmod -lrt -lxxhash -lz -pthread

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.14Test: NUMAM1 Mac Mini 230060090012001500SE +/- 8.53, N = 31408.141. (CC) gcc options: -O2 -std=gnu99 -lm -laio -latomic -lbsd -lc -lcrypt -ldl -ljpeg -lkmod -lrt -lxxhash -lz -pthread

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.14Test: FutexM1 Mac Mini 2200K400K600K800K1000KSE +/- 41543.36, N = 12826956.901. (CC) gcc options: -O2 -std=gnu99 -lm -laio -latomic -lbsd -lc -lcrypt -ldl -ljpeg -lkmod -lrt -lxxhash -lz -pthread

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.14Test: MEMFDM1 Mac Mini 2170340510680850SE +/- 0.33, N = 3766.441. (CC) gcc options: -O2 -std=gnu99 -lm -laio -latomic -lbsd -lc -lcrypt -ldl -ljpeg -lkmod -lrt -lxxhash -lz -pthread

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.14Test: AtomicM1 Mac Mini 250K100K150K200K250KSE +/- 2870.20, N = 3248297.981. (CC) gcc options: -O2 -std=gnu99 -lm -laio -latomic -lbsd -lc -lcrypt -ldl -ljpeg -lkmod -lrt -lxxhash -lz -pthread

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.14Test: CryptoM1 Mac Mini 22K4K6K8K10KSE +/- 5.21, N = 39154.411. (CC) gcc options: -O2 -std=gnu99 -lm -laio -latomic -lbsd -lc -lcrypt -ldl -ljpeg -lkmod -lrt -lxxhash -lz -pthread

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.14Test: MallocM1 Mac Mini 22M4M6M8M10MSE +/- 25576.86, N = 38057920.591. (CC) gcc options: -O2 -std=gnu99 -lm -laio -latomic -lbsd -lc -lcrypt -ldl -ljpeg -lkmod -lrt -lxxhash -lz -pthread

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.14Test: IO_uringM1 Mac Mini 280K160K240K320K400KSE +/- 1703.96, N = 3390476.011. (CC) gcc options: -O2 -std=gnu99 -lm -laio -latomic -lbsd -lc -lcrypt -ldl -ljpeg -lkmod -lrt -lxxhash -lz -pthread

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.14Test: SENDFILEM1 Mac Mini 2140K280K420K560K700KSE +/- 7442.08, N = 3653932.521. (CC) gcc options: -O2 -std=gnu99 -lm -laio -latomic -lbsd -lc -lcrypt -ldl -ljpeg -lkmod -lrt -lxxhash -lz -pthread

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.14Test: CPU CacheM1 Mac Mini 2160320480640800SE +/- 2.40, N = 3745.981. (CC) gcc options: -O2 -std=gnu99 -lm -laio -latomic -lbsd -lc -lcrypt -ldl -ljpeg -lkmod -lrt -lxxhash -lz -pthread

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.14Test: CPU StressM1 Mac Mini 25001000150020002500SE +/- 0.61, N = 32363.751. (CC) gcc options: -O2 -std=gnu99 -lm -laio -latomic -lbsd -lc -lcrypt -ldl -ljpeg -lkmod -lrt -lxxhash -lz -pthread

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.14Test: SemaphoresM1 Mac Mini 2130K260K390K520K650KSE +/- 45.57, N = 3589057.491. (CC) gcc options: -O2 -std=gnu99 -lm -laio -latomic -lbsd -lc -lcrypt -ldl -ljpeg -lkmod -lrt -lxxhash -lz -pthread

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.14Test: Matrix MathM1 Mac Mini 25K10K15K20K25KSE +/- 0.86, N = 323956.701. (CC) gcc options: -O2 -std=gnu99 -lm -laio -latomic -lbsd -lc -lcrypt -ldl -ljpeg -lkmod -lrt -lxxhash -lz -pthread

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.14Test: Vector MathM1 Mac Mini 27K14K21K28K35KSE +/- 3.82, N = 330363.801. (CC) gcc options: -O2 -std=gnu99 -lm -laio -latomic -lbsd -lc -lcrypt -ldl -ljpeg -lkmod -lrt -lxxhash -lz -pthread

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.14Test: Memory CopyingM1 Mac Mini 26001200180024003000SE +/- 5.80, N = 32797.321. (CC) gcc options: -O2 -std=gnu99 -lm -laio -latomic -lbsd -lc -lcrypt -ldl -ljpeg -lkmod -lrt -lxxhash -lz -pthread

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.14Test: Socket ActivityM1 Mac Mini 29001800270036004500SE +/- 37.07, N = 34340.951. (CC) gcc options: -O2 -std=gnu99 -lm -laio -latomic -lbsd -lc -lcrypt -ldl -ljpeg -lkmod -lrt -lxxhash -lz -pthread

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.14Test: Context SwitchingM1 Mac Mini 2400K800K1200K1600K2000KSE +/- 7793.87, N = 31934363.451. (CC) gcc options: -O2 -std=gnu99 -lm -laio -latomic -lbsd -lc -lcrypt -ldl -ljpeg -lkmod -lrt -lxxhash -lz -pthread

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.14Test: Glibc C String FunctionsM1 Mac Mini 260K120K180K240K300KSE +/- 342.11, N = 3287330.741. (CC) gcc options: -O2 -std=gnu99 -lm -laio -latomic -lbsd -lc -lcrypt -ldl -ljpeg -lkmod -lrt -lxxhash -lz -pthread

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.14Test: Glibc Qsort Data SortingM1 Mac Mini 220406080100SE +/- 0.27, N = 3109.481. (CC) gcc options: -O2 -std=gnu99 -lm -laio -latomic -lbsd -lc -lcrypt -ldl -ljpeg -lkmod -lrt -lxxhash -lz -pthread

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.14Test: System V Message PassingM1 Mac Mini 21.1M2.2M3.3M4.4M5.5MSE +/- 3164.33, N = 34948710.641. (CC) gcc options: -O2 -std=gnu99 -lm -laio -latomic -lbsd -lc -lcrypt -ldl -ljpeg -lkmod -lrt -lxxhash -lz -pthread

Etcpak

Etcpack is the self-proclaimed "fastest ETC compressor on the planet" with focused on providing open-source, very fast ETC and S3 texture compression support. The test profile uses a 8K x 8K game texture as a sample input. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMpx/s, More Is BetterEtcpak 1.0Benchmark: Multi-Threaded - Configuration: ETC2M1 Mac Mini 3120240360480600SE +/- 0.07, N = 3575.531. (CXX) g++ options: -O3 -mcpu=native -std=c++11 -lpthread

OpenBenchmarking.orgMpx/s, More Is BetterEtcpak 1.0Benchmark: Single-Threaded - Configuration: ETC2M1 Mac Mini 320406080100SE +/- 0.02, N = 3110.391. (CXX) g++ options: -O3 -mcpu=native -std=c++11 -lpthread

simdjson

This is a benchmark of SIMDJSON, a high performance JSON parser. SIMDJSON aims to be the fastest JSON parser and is used by projects like Microsoft FishStore, Yandex ClickHouse, Shopify, and others. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgGB/s, More Is Bettersimdjson 2.0Throughput Test: TopTweetM1 Mac Mini 30.8911.7822.6733.5644.455SE +/- 0.00, N = 33.961. (CXX) g++ options: -O3

OpenBenchmarking.orgGB/s, More Is Bettersimdjson 2.0Throughput Test: PartialTweetsM1 Mac Mini 30.87751.7552.63253.514.3875SE +/- 0.00, N = 33.91. (CXX) g++ options: -O3

OpenBenchmarking.orgGB/s, More Is Bettersimdjson 2.0Throughput Test: DistinctUserIDM1 Mac Mini 30.89331.78662.67993.57324.4665SE +/- 0.00, N = 33.971. (CXX) g++ options: -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 DottyM1 Mac Mini 3140280420560700SE +/- 11.40, N = 15662.1MIN: 448.32 / MAX: 1229.2

OpenBenchmarking.orgms, Fewer Is BetterRenaissance 0.14Test: Random ForestM1 Mac Mini 3150300450600750SE +/- 7.90, N = 5708.5MIN: 493.01 / MAX: 911.04

OpenBenchmarking.orgms, Fewer Is BetterRenaissance 0.14Test: ALS Movie LensM1 Mac Mini 32K4K6K8K10KSE +/- 86.62, N = 38579.8MIN: 8452.4 / MAX: 9705.09

OpenBenchmarking.orgms, Fewer Is BetterRenaissance 0.14Test: Apache Spark ALSM1 Mac Mini 37001400210028003500SE +/- 66.73, N = 153332.5MIN: 2999.32 / MAX: 3994.26

OpenBenchmarking.orgms, Fewer Is BetterRenaissance 0.14Test: Apache Spark BayesM1 Mac Mini 315003000450060007500SE +/- 12.16, N = 36913.1MIN: 5546.28 / MAX: 6936.02

OpenBenchmarking.orgms, Fewer Is BetterRenaissance 0.14Test: Savina Reactors.IOM1 Mac Mini 312002400360048006000SE +/- 45.62, N = 35655.7MIN: 5601.93 / MAX: 8664.52

OpenBenchmarking.orgms, Fewer Is BetterRenaissance 0.14Test: Apache Spark PageRankM1 Mac Mini 37001400210028003500SE +/- 41.73, N = 33252.7MIN: 2825.34 / MAX: 3449.09

OpenBenchmarking.orgms, Fewer Is BetterRenaissance 0.14Test: Finagle HTTP RequestsM1 Mac Mini 3400800120016002000SE +/- 13.97, N = 32055.8MIN: 1813.39 / MAX: 2662.69

OpenBenchmarking.orgms, Fewer Is BetterRenaissance 0.14Test: In-Memory Database ShootoutM1 Mac Mini 39001800270036004500SE +/- 18.34, N = 34018.1MIN: 3724.8 / MAX: 4302.36

OpenBenchmarking.orgms, Fewer Is BetterRenaissance 0.14Test: Akka Unbalanced Cobwebbed TreeM1 Mac Mini 32K4K6K8K10KSE +/- 33.94, N = 39171.6MIN: 6545.64 / MAX: 9207.93

OpenBenchmarking.orgms, Fewer Is BetterRenaissance 0.14Test: Genetic Algorithm Using Jenetics + FuturesM1 Mac Mini 314002800420056007000SE +/- 17.04, N = 36302.9MIN: 5739.76 / MAX: 6647.12

Zstd Compression

This test measures the time needed to compress/decompress a sample file (a FreeBSD disk image - FreeBSD-12.2-RELEASE-amd64-memstick.img) using Zstd compression with options for different compression levels / settings. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMB/s, More Is BetterZstd Compression 1.5.0Compression Level: 3 - Compression SpeedM1 Mac Mini 37001400210028003500SE +/- 9.94, N = 33363.91. (CC) gcc options: -O3 -pthread -lz -llzma -llz4

OpenBenchmarking.orgMB/s, More Is BetterZstd Compression 1.5.0Compression Level: 3 - Decompression SpeedM1 Mac Mini 310002000300040005000SE +/- 1.07, N = 34441.71. (CC) gcc options: -O3 -pthread -lz -llzma -llz4

OpenBenchmarking.orgMB/s, More Is BetterZstd Compression 1.5.0Compression Level: 19 - Compression SpeedM1 Mac Mini 3612182430SE +/- 0.21, N = 323.01. (CC) gcc options: -O3 -pthread -lz -llzma -llz4

OpenBenchmarking.orgMB/s, More Is BetterZstd Compression 1.5.0Compression Level: 19 - Decompression SpeedM1 Mac Mini 39001800270036004500SE +/- 2.06, N = 34123.31. (CC) gcc options: -O3 -pthread -lz -llzma -llz4

OpenBenchmarking.orgMB/s, More Is BetterZstd Compression 1.5.0Compression Level: 3, Long Mode - Compression SpeedM1 Mac Mini 350100150200250SE +/- 2.52, N = 3243.01. (CC) gcc options: -O3 -pthread -lz -llzma -llz4

OpenBenchmarking.orgMB/s, More Is BetterZstd Compression 1.5.0Compression Level: 3, Long Mode - Decompression SpeedM1 Mac Mini 310002000300040005000SE +/- 0.33, N = 34831.81. (CC) gcc options: -O3 -pthread -lz -llzma -llz4

OpenBenchmarking.orgMB/s, More Is BetterZstd Compression 1.5.0Compression Level: 8, Long Mode - Compression SpeedM1 Mac Mini 3150300450600750SE +/- 1.18, N = 3700.71. (CC) gcc options: -O3 -pthread -lz -llzma -llz4

OpenBenchmarking.orgMB/s, More Is BetterZstd Compression 1.5.0Compression Level: 8, Long Mode - Decompression SpeedM1 Mac Mini 311002200330044005500SE +/- 1.13, N = 35055.01. (CC) gcc options: -O3 -pthread -lz -llzma -llz4

OpenBenchmarking.orgMB/s, More Is BetterZstd Compression 1.5.0Compression Level: 19, Long Mode - Compression SpeedM1 Mac Mini 3510152025SE +/- 0.26, N = 318.91. (CC) gcc options: -O3 -pthread -lz -llzma -llz4

OpenBenchmarking.orgMB/s, More Is BetterZstd Compression 1.5.0Compression Level: 19, Long Mode - Decompression SpeedM1 Mac Mini 39001800270036004500SE +/- 0.22, N = 34181.61. (CC) gcc options: -O3 -pthread -lz -llzma -llz4

VP9 libvpx Encoding

This is a standard video encoding performance test of Google's libvpx library and the vpxenc command for the VP9 video format. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFrames Per Second, More Is BetterVP9 libvpx Encoding 1.10.0Speed: Speed 0 - Input: Bosphorus 4KM1 Mac Mini 30.86851.7372.60553.4744.3425SE +/- 0.00, N = 33.861. (CXX) g++ options: -lm -lpthread -march=armv8-a -O3 -fPIC -U_FORTIFY_SOURCE -std=gnu++11

OpenBenchmarking.orgFrames Per Second, More Is BetterVP9 libvpx Encoding 1.10.0Speed: Speed 5 - Input: Bosphorus 4KM1 Mac Mini 33691215SE +/- 0.00, N = 39.491. (CXX) g++ options: -lm -lpthread -march=armv8-a -O3 -fPIC -U_FORTIFY_SOURCE -std=gnu++11

OpenBenchmarking.orgFrames Per Second, More Is BetterVP9 libvpx Encoding 1.10.0Speed: Speed 0 - Input: Bosphorus 1080pM1 Mac Mini 33691215SE +/- 0.01, N = 39.531. (CXX) g++ options: -lm -lpthread -march=armv8-a -O3 -fPIC -U_FORTIFY_SOURCE -std=gnu++11

libavif avifenc

This is a test of the AOMedia libavif library testing the encoding of a JPEG image to AV1 Image Format (AVIF). Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is Betterlibavif avifenc 0.10Encoder Speed: 0M1 Mac Mini 360120180240300SE +/- 0.81, N = 3273.731. (CXX) g++ options: -O3 -fPIC -lm

Liquid-DSP

LiquidSDR's Liquid-DSP is a software-defined radio (SDR) digital signal processing library. This test profile runs a multi-threaded benchmark of this SDR/DSP library focused on embedded platform usage. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgsamples/s, More Is BetterLiquid-DSP 2021.01.31Threads: 1 - Buffer Length: 256 - Filter Length: 57M1 Mac Mini 35M10M15M20M25MSE +/- 333.33, N = 3221893331. (CC) gcc options: -O3 -pthread -lm -lc -lliquid

OpenBenchmarking.orgsamples/s, More Is BetterLiquid-DSP 2021.01.31Threads: 2 - Buffer Length: 256 - Filter Length: 57M1 Mac Mini 310M20M30M40M50MSE +/- 1666.67, N = 3444306671. (CC) gcc options: -O3 -pthread -lm -lc -lliquid

OpenBenchmarking.orgsamples/s, More Is BetterLiquid-DSP 2021.01.31Threads: 4 - Buffer Length: 256 - Filter Length: 57M1 Mac Mini 320M40M60M80M100MSE +/- 577.35, N = 3888450001. (CC) gcc options: -O3 -pthread -lm -lc -lliquid

OpenBenchmarking.orgsamples/s, More Is BetterLiquid-DSP 2021.01.31Threads: 8 - Buffer Length: 256 - Filter Length: 57M1 Mac Mini 330M60M90M120M150MSE +/- 0.00, N = 31238800001. (CC) gcc options: -O3 -pthread -lm -lc -lliquid

Apache Spark

This is a benchmark of Apache Spark with its PySpark interface. Apache Spark is an open-source unified analytics engine for large-scale data processing and dealing with big data. This test profile benchmars the Apache Spark in a single-system configuration using spark-submit. The test makes use of DIYBigData's pyspark-benchmark (https://github.com/DIYBigData/pyspark-benchmark/) for generating of test data and various Apache Spark operations. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 1000000 - Partitions: 100 - SHA-512 Benchmark TimeM1 Mac Mini 30.79881.59762.39643.19523.994SE +/- 0.01, N = 33.55

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 1000000 - Partitions: 100 - Calculate Pi BenchmarkM1 Mac Mini 360120180240300SE +/- 0.61, N = 3251.89

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 1000000 - Partitions: 100 - Calculate Pi Benchmark Using DataframeM1 Mac Mini 348121620SE +/- 0.07, N = 314.66

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 1000000 - Partitions: 100 - Group By Test TimeM1 Mac Mini 30.7651.532.2953.063.825SE +/- 0.02, N = 33.40

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 1000000 - Partitions: 100 - Repartition Test TimeM1 Mac Mini 30.69981.39962.09942.79923.499SE +/- 0.01, N = 33.11

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 1000000 - Partitions: 100 - Inner Join Test TimeM1 Mac Mini 30.5041.0081.5122.0162.52SE +/- 0.03, N = 32.24

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 1000000 - Partitions: 100 - Broadcast Inner Join Test TimeM1 Mac Mini 30.4320.8641.2961.7282.16SE +/- 0.04, N = 31.92

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 1000000 - Partitions: 2000 - SHA-512 Benchmark TimeM1 Mac Mini 31.0532.1063.1594.2125.265SE +/- 0.04, N = 34.68

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 1000000 - Partitions: 2000 - Calculate Pi BenchmarkM1 Mac Mini 350100150200250SE +/- 0.50, N = 3250.76

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 1000000 - Partitions: 2000 - Calculate Pi Benchmark Using DataframeM1 Mac Mini 348121620SE +/- 0.10, N = 314.46

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 1000000 - Partitions: 2000 - Group By Test TimeM1 Mac Mini 30.991.982.973.964.954.40

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 1000000 - Partitions: 2000 - Repartition Test TimeM1 Mac Mini 30.85281.70562.55843.41124.2643.79

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 1000000 - Partitions: 2000 - Inner Join Test TimeM1 Mac Mini 30.8011.6022.4033.2044.0053.56

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 1000000 - Partitions: 2000 - Broadcast Inner Join Test TimeM1 Mac Mini 30.67951.3592.03852.7183.39753.02

ASKAP

ASKAP is a set of benchmarks from the Australian SKA Pathfinder. The principal ASKAP benchmarks are the Hogbom Clean Benchmark (tHogbomClean) and Convolutional Resamping Benchmark (tConvolve) as well as some previous ASKAP benchmarks being included as well for OpenCL and CUDA execution of tConvolve. Learn more via the OpenBenchmarking.org test page.

Test: tConvolve MT

M1 Mac Mini 3: 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.

OpenBenchmarking.orgMillion Grid Points Per Second, More Is BetterASKAP 1.0Test: tConvolve OpenMP - GriddingM1 Mac Mini 330060090012001500SE +/- 4.04, N = 31365.441. (CXX) g++ options: -O3 -fstrict-aliasing -fopenmp

OpenBenchmarking.orgMillion Grid Points Per Second, More Is BetterASKAP 1.0Test: tConvolve OpenMP - DegriddingM1 Mac Mini 3400800120016002000SE +/- 0.00, N = 31653.761. (CXX) g++ options: -O3 -fstrict-aliasing -fopenmp

OpenBenchmarking.orgIterations Per Second, More Is BetterASKAP 1.0Test: Hogbom Clean OpenMPM1 Mac Mini 34080120160200SE +/- 0.21, N = 3191.211. (CXX) g++ options: -O3 -fstrict-aliasing -fopenmp

Basis Universal

Basis Universal is a GPU texture codec. This test times how long it takes to convert sRGB PNGs into Basis Univeral assets with various settings. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterBasis Universal 1.13Settings: ETC1SM1 Mac Mini 3714212835SE +/- 0.05, N = 327.781. (CXX) g++ options: -std=c++11 -fvisibility=hidden -fPIC -fno-strict-aliasing -O3 -rdynamic -lm -lpthread

OpenBenchmarking.orgSeconds, Fewer Is BetterBasis Universal 1.13Settings: UASTC Level 0M1 Mac Mini 3246810SE +/- 0.022, N = 36.5421. (CXX) g++ options: -std=c++11 -fvisibility=hidden -fPIC -fno-strict-aliasing -O3 -rdynamic -lm -lpthread

OpenBenchmarking.orgSeconds, Fewer Is BetterBasis Universal 1.13Settings: UASTC Level 2M1 Mac Mini 3918273645SE +/- 0.33, N = 338.491. (CXX) g++ options: -std=c++11 -fvisibility=hidden -fPIC -fno-strict-aliasing -O3 -rdynamic -lm -lpthread

OpenBenchmarking.orgSeconds, Fewer Is BetterBasis Universal 1.13Settings: UASTC Level 3M1 Mac Mini 320406080100SE +/- 0.12, N = 377.171. (CXX) g++ options: -std=c++11 -fvisibility=hidden -fPIC -fno-strict-aliasing -O3 -rdynamic -lm -lpthread

Darktable

Darktable is an open-source photography / workflow application this will use any system-installed Darktable program or on Windows will automatically download the pre-built binary from the project. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterDarktable 4.0.0Test: Boat - Acceleration: CPU-onlyM1 Mac Mini 3246810SE +/- 0.076, N = 46.252

OpenBenchmarking.orgSeconds, Fewer Is BetterDarktable 4.0.0Test: Server Rack - Acceleration: CPU-onlyM1 Mac Mini 30.16250.3250.48750.650.8125SE +/- 0.007, N = 30.722

OpenBenchmarking.orgSeconds, Fewer Is BetterDarktable 4.0.0Test: Server Room - Acceleration: CPU-onlyM1 Mac Mini 30.84961.69922.54883.39844.248SE +/- 0.029, N = 33.776

GEGL

GEGL is the Generic Graphics Library and is the library/framework used by GIMP and other applications like GNOME Photos. This test profile times how long it takes to complete various GEGL operations on a static set of sample JPEG images. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterGEGLOperation: CropM1 Mac Mini 3246810SE +/- 0.047, N = 37.101

OpenBenchmarking.orgSeconds, Fewer Is BetterGEGLOperation: ScaleM1 Mac Mini 31.27712.55423.83135.10846.3855SE +/- 0.075, N = 35.676

OpenBenchmarking.orgSeconds, Fewer Is BetterGEGLOperation: CartoonM1 Mac Mini 320406080100SE +/- 0.02, N = 377.28

OpenBenchmarking.orgSeconds, Fewer Is BetterGEGLOperation: ReflectM1 Mac Mini 3612182430SE +/- 0.05, N = 327.03

OpenBenchmarking.orgSeconds, Fewer Is BetterGEGLOperation: AntialiasM1 Mac Mini 3816243240SE +/- 0.08, N = 332.63

OpenBenchmarking.orgSeconds, Fewer Is BetterGEGLOperation: Tile GlassM1 Mac Mini 3612182430SE +/- 0.03, N = 326.29

OpenBenchmarking.orgSeconds, Fewer Is BetterGEGLOperation: Wavelet BlurM1 Mac Mini 31122334455SE +/- 0.11, N = 349.21

OpenBenchmarking.orgSeconds, Fewer Is BetterGEGLOperation: Color EnhanceM1 Mac Mini 31020304050SE +/- 0.01, N = 345.15

OpenBenchmarking.orgSeconds, Fewer Is BetterGEGLOperation: Rotate 90 DegreesM1 Mac Mini 3918273645SE +/- 0.14, N = 340.17

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 2.10.32Test: resizeM1 Mac Mini 33691215SE +/- 0.12, N = 511.44

OpenBenchmarking.orgSeconds, Fewer Is BetterGIMP 2.10.32Test: rotateM1 Mac Mini 33691215SE +/- 0.03, N = 311.47

OpenBenchmarking.orgSeconds, Fewer Is BetterGIMP 2.10.32Test: auto-levelsM1 Mac Mini 33691215SE +/- 0.03, N = 312.34

OpenBenchmarking.orgSeconds, Fewer Is BetterGIMP 2.10.32Test: unsharp-maskM1 Mac Mini 348121620SE +/- 0.02, N = 315.69

GNU Octave Benchmark

This test profile measures how long it takes to complete several reference GNU Octave files via octave-benchmark. GNU Octave is used for numerical computations and is an open-source alternative to MATLAB. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterGNU Octave Benchmark 7.2.0M1 Mac Mini 31.00962.01923.02884.03845.048SE +/- 0.015, N = 54.487

TNN

TNN is an open-source deep learning reasoning framework developed by Tencent. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgms, Fewer Is BetterTNN 0.3Target: CPU - Model: DenseNetM1 Mac Mini 312002400360048006000SE +/- 4.51, N = 35527.27MIN: 5458.8 / MAX: 5630.91. (CXX) g++ options: -fopenmp -pthread -fvisibility=hidden -fvisibility=default -O3 -rdynamic -ldl

OpenBenchmarking.orgms, Fewer Is BetterTNN 0.3Target: CPU - Model: MobileNet v2M1 Mac Mini 370140210280350SE +/- 0.08, N = 3325.11MIN: 324.57 / MAX: 326.061. (CXX) g++ options: -fopenmp -pthread -fvisibility=hidden -fvisibility=default -O3 -rdynamic -ldl

OpenBenchmarking.orgms, Fewer Is BetterTNN 0.3Target: CPU - Model: SqueezeNet v2M1 Mac Mini 320406080100SE +/- 0.33, N = 378.82MIN: 78.36 / MAX: 79.861. (CXX) g++ options: -fopenmp -pthread -fvisibility=hidden -fvisibility=default -O3 -rdynamic -ldl

OpenBenchmarking.orgms, Fewer Is BetterTNN 0.3Target: CPU - Model: SqueezeNet v1.1M1 Mac Mini 370140210280350SE +/- 0.02, N = 3337.02MIN: 336.82 / MAX: 337.21. (CXX) g++ options: -fopenmp -pthread -fvisibility=hidden -fvisibility=default -O3 -rdynamic -ldl

PyPerformance

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

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: goM1 Mac Mini 34080120160200SE +/- 0.00, N = 3179

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: 2to3M1 Mac Mini 350100150200250SE +/- 0.33, N = 3246

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: chaosM1 Mac Mini 320406080100SE +/- 0.06, N = 381.4

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: floatM1 Mac Mini 320406080100SE +/- 0.07, N = 385.3

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: nbodyM1 Mac Mini 320406080100SE +/- 0.00, N = 3110

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: pathlibM1 Mac Mini 33691215SE +/- 0.00, N = 312.2

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: raytraceM1 Mac Mini 380160240320400SE +/- 0.00, N = 3381

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: pickle_pure_pythonM1 Mac Mini 370140210280350SE +/- 0.33, N = 3332

PyHPC Benchmarks

PyHPC-Benchmarks is a suite of Python high performance computing benchmarks for execution on CPUs and GPUs using various popular Python HPC libraries. The PyHPC CPU-based benchmarks focus on sequential CPU performance. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 3.0Device: CPU - Backend: Numpy - Project Size: 1048576 - Benchmark: Equation of StateM1 Mac Mini 30.03470.06940.10410.13880.1735SE +/- 0.000, N = 30.154

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 3.0Device: CPU - Backend: Numpy - Project Size: 1048576 - Benchmark: Isoneutral MixingM1 Mac Mini 30.07180.14360.21540.28720.359SE +/- 0.000, N = 30.319

209 Results Shown

WebP Image Encode:
  Quality 100, Lossless
  Quality 100, Highest Compression
simdjson:
  Kostya
  LargeRand
Xmrig:
  Monero - 1M
  Wownero - 1M
Java Gradle Build
DaCapo Benchmark:
  H2
  Jython
  Tradesoap
  Tradebeans
Zstd Compression:
  8 - Compression Speed
  8 - Decompression Speed
LuaRadio:
  Five Back to Back FIR Filters
  FM Deemphasis Filter
  Hilbert Transform
  Complex Phase
GNU Radio:
  Five Back to Back FIR Filters
  Signal Source (Cosine)
  FIR Filter
  IIR Filter
  FM Deemphasis Filter
  Hilbert Transform
VP9 libvpx Encoding
x265:
  Bosphorus 4K
  Bosphorus 1080p
Coremark
Stockfish
libavif avifenc:
  2
  6
  6, Lossless
  10, Lossless
Build2
Parallel BZIP2 Compression
POV-Ray
Numpy Benchmark
XZ Compression
FLAC Audio Encoding
LAME MP3 Encoding
Ngspice:
  C2670
  C7552
RNNoise
Google SynthMark
SecureMark
OpenSSL:
  SHA256
  RSA4096
  RSA4096
Liquid-DSP
Cryptsetup:
  PBKDF2-sha512
  PBKDF2-whirlpool
  AES-XTS 256b Encryption
  AES-XTS 256b Decryption
  Serpent-XTS 256b Encryption
  Serpent-XTS 256b Decryption
  Twofish-XTS 256b Encryption
  Twofish-XTS 256b Decryption
  AES-XTS 512b Encryption
  AES-XTS 512b Decryption
  Serpent-XTS 512b Encryption
  Serpent-XTS 512b Decryption
  Twofish-XTS 512b Encryption
  Twofish-XTS 512b Decryption
libjpeg-turbo tjbench
TensorFlow Lite:
  SqueezeNet
  Inception V4
  NASNet Mobile
  Mobilenet Float
  Mobilenet Quant
  Inception ResNet V2
ASTC Encoder:
  Thorough
  Exhaustive
Google Draco:
  Lion
  Church Facade
NCNN:
  CPU - mobilenet
  CPU - vgg16
  CPU - resnet18
  CPU - alexnet
  CPU - resnet50
  CPU - yolov4-tiny
  CPU - squeezenet_ssd
PyBench
PyPerformance:
  json_loads
  crypto_pyaes
  regex_compile
  python_startup
  django_template
Git
PyHPC Benchmarks:
  CPU - Numpy - 4194304 - Equation of State
  CPU - Numpy - 4194304 - Isoneutral Mixing
Unpacking Firefox
LeelaChessZero
LAMMPS Molecular Dynamics Simulator:
  20k Atoms
  Rhodopsin Protein
Primesieve:
  1e12
  1e13
WebP2 Image Encode:
  Default
  Quality 75, Compression Effort 7
  Quality 95, Compression Effort 7
  Quality 100, Compression Effort 5
  Quality 100, Lossless Compression
Node.js V8 Web Tooling Benchmark
ASTC Encoder
Inkscape
Stress-NG:
  MMAP
  NUMA
  Futex
  MEMFD
  Atomic
  Crypto
  Malloc
  IO_uring
  SENDFILE
  CPU Cache
  CPU Stress
  Semaphores
  Matrix Math
  Vector Math
  Memory Copying
  Socket Activity
  Context Switching
  Glibc C String Functions
  Glibc Qsort Data Sorting
  System V Message Passing
Etcpak:
  Multi-Threaded - ETC2
  Single-Threaded - ETC2
simdjson:
  TopTweet
  PartialTweets
  DistinctUserID
Renaissance:
  Scala Dotty
  Rand Forest
  ALS Movie Lens
  Apache Spark ALS
  Apache Spark Bayes
  Savina Reactors.IO
  Apache Spark PageRank
  Finagle HTTP Requests
  In-Memory Database Shootout
  Akka Unbalanced Cobwebbed Tree
  Genetic Algorithm Using Jenetics + Futures
Zstd Compression:
  3 - Compression Speed
  3 - 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
VP9 libvpx Encoding:
  Speed 0 - Bosphorus 4K
  Speed 5 - Bosphorus 4K
  Speed 0 - Bosphorus 1080p
libavif avifenc
Liquid-DSP:
  1 - 256 - 57
  2 - 256 - 57
  4 - 256 - 57
  8 - 256 - 57
Apache Spark:
  1000000 - 100 - SHA-512 Benchmark Time
  1000000 - 100 - Calculate Pi Benchmark
  1000000 - 100 - Calculate Pi Benchmark Using Dataframe
  1000000 - 100 - Group By Test Time
  1000000 - 100 - Repartition Test Time
  1000000 - 100 - Inner Join Test Time
  1000000 - 100 - Broadcast Inner Join Test Time
  1000000 - 2000 - SHA-512 Benchmark Time
  1000000 - 2000 - Calculate Pi Benchmark
  1000000 - 2000 - Calculate Pi Benchmark Using Dataframe
  1000000 - 2000 - Group By Test Time
  1000000 - 2000 - Repartition Test Time
  1000000 - 2000 - Inner Join Test Time
  1000000 - 2000 - Broadcast Inner Join Test Time
ASKAP:
  tConvolve OpenMP - Gridding
  tConvolve OpenMP - Degridding
  Hogbom Clean OpenMP
Basis Universal:
  ETC1S
  UASTC Level 0
  UASTC Level 2
  UASTC Level 3
Darktable:
  Boat - CPU-only
  Server Rack - CPU-only
  Server Room - CPU-only
GEGL:
  Crop
  Scale
  Cartoon
  Reflect
  Antialias
  Tile Glass
  Wavelet Blur
  Color Enhance
  Rotate 90 Degrees
GIMP:
  resize
  rotate
  auto-levels
  unsharp-mask
GNU Octave Benchmark
TNN:
  CPU - DenseNet
  CPU - MobileNet v2
  CPU - SqueezeNet v2
  CPU - SqueezeNet v1.1
PyPerformance:
  go
  2to3
  chaos
  float
  nbody
  pathlib
  raytrace
  pickle_pure_python
PyHPC Benchmarks:
  CPU - Numpy - 1048576 - Equation of State
  CPU - Numpy - 1048576 - Isoneutral Mixing