Ubuntu 21.04 vs. Clear Linux benchmarks for a future article.
Compare your own system(s) to this result file with the
Phoronix Test Suite by running the command:
phoronix-test-suite benchmark 2104228-IB-2104227IB95 Clear Linux vs. Ubuntu 21.04 Benchmarks - Phoronix Test Suite Clear Linux vs. Ubuntu 21.04 Benchmarks Ubuntu 21.04 vs. Clear Linux benchmarks for a future article.
HTML result view exported from: https://openbenchmarking.org/result/2104228-IB-2104227IB95&grw&rdt&rro .
Clear Linux vs. Ubuntu 21.04 Benchmarks Processor Motherboard Chipset Memory Disk Graphics Audio Monitor Network OS Kernel Desktop Display Server Display Driver OpenGL Compiler File-System Screen Resolution Clear Linux 34530 Ubuntu 20.10 Ubuntu 21.04 Intel Core i9-10980XE @ 4.80GHz (18 Cores / 36 Threads) ASRock X299 Steel Legend (P1.30 BIOS) Intel Sky Lake-E DMI3 Registers 32GB Samsung SSD 970 PRO 512GB NVIDIA NV132 11GB Realtek ALC1220 ASUS VP28U Intel I219-V + Intel I211 Clear Linux OS 34530 5.10.31-1033.native (x86_64) GNOME Shell 3.38.4 X Server 1.20.11 nouveau 4.3 Mesa 21.0.2 GCC 10.3.1 20210419 releases/gcc-10.3.0-53-gab83ce42ea + Clang 10.0.1 + LLVM 10.0.1 ext4 2560x1600 NVIDIA GeForce GTX 1080 Ti Ubuntu 20.10 5.8.0-50-generic (x86_64) GNOME Shell 3.38.1 X Server 1.20.9 GCC 10.2.0 Ubuntu 21.04 5.11.0-16-generic (x86_64) GNOME Shell 3.38.4 X Server + Wayland GCC 10.3.0 OpenBenchmarking.org Kernel Details - Clear Linux 34530: Transparent Huge Pages: always - Ubuntu 20.10: Transparent Huge Pages: madvise - Ubuntu 21.04: Transparent Huge Pages: madvise Environment Details - Clear Linux 34530: FFLAGS="-g -O3 -feliminate-unused-debug-types -pipe -Wall -Wp,-D_FORTIFY_SOURCE=2 -fexceptions -fstack-protector --param=ssp-buffer-size=32 -m64 -fasynchronous-unwind-tables -Wp,-D_REENTRANT -ftree-loop-distribute-patterns -Wl,-z -Wl,now -Wl,-z -Wl,relro -malign-data=abi -fno-semantic-interposition -ftree-vectorize -ftree-loop-vectorize -Wl,--enable-new-dtags -Wa,-mbranches-within-32B-boundaries" CXXFLAGS="-g -O3 -feliminate-unused-debug-types -pipe -Wall -Wp,-D_FORTIFY_SOURCE=2 -fexceptions -fstack-protector --param=ssp-buffer-size=32 -Wformat -Wformat-security -m64 -fasynchronous-unwind-tables -Wp,-D_REENTRANT -ftree-loop-distribute-patterns -Wl,-z -Wl,now -Wl,-z -Wl,relro -fno-semantic-interposition -ffat-lto-objects -fno-trapping-math -Wl,-sort-common -Wl,--enable-new-dtags -mtune=skylake -Wa,-mbranches-within-32B-boundaries -fvisibility-inlines-hidden -Wl,--enable-new-dtags" MESA_GLSL_CACHE_DISABLE=0 FCFLAGS="-g -O3 -feliminate-unused-debug-types -pipe -Wall -Wp,-D_FORTIFY_SOURCE=2 -fexceptions -fstack-protector --param=ssp-buffer-size=32 -m64 -fasynchronous-unwind-tables -Wp,-D_REENTRANT -ftree-loop-distribute-patterns -Wl,-z -Wl,now -Wl,-z -Wl,relro -malign-data=abi -fno-semantic-interposition -ftree-vectorize -ftree-loop-vectorize -Wl,-sort-common -Wl,--enable-new-dtags" CFLAGS="-g -O3 -feliminate-unused-debug-types -pipe -Wall -Wp,-D_FORTIFY_SOURCE=2 -fexceptions -fstack-protector --param=ssp-buffer-size=32 -Wformat -Wformat-security -m64 -fasynchronous-unwind-tables -Wp,-D_REENTRANT -ftree-loop-distribute-patterns -Wl,-z -Wl,now -Wl,-z -Wl,relro -fno-semantic-interposition -ffat-lto-objects -fno-trapping-math -Wl,-sort-common -Wl,--enable-new-dtags -mtune=skylake -Wa,-mbranches-within-32B-boundaries" THEANO_FLAGS="floatX=float32,openmp=true,gcc.cxxflags="-ftree-vectorize -mavx"" Compiler Details - Clear Linux 34530: --build=x86_64-generic-linux --disable-libmpx --disable-libunwind-exceptions --disable-multiarch --disable-vtable-verify --disable-werror --enable-__cxa_atexit --enable-bootstrap --enable-cet --enable-clocale=gnu --enable-default-pie --enable-gnu-indirect-function --enable-languages=c,c++,fortran,go --enable-ld=default --enable-libstdcxx-pch --enable-lto --enable-multilib --enable-plugin --enable-shared --enable-threads=posix --exec-prefix=/usr --includedir=/usr/include --target=x86_64-generic-linux --with-arch=westmere --with-gcc-major-version-only --with-glibc-version=2.19 --with-gnu-ld --with-isl --with-ppl=yes --with-tune=haswell - Ubuntu 20.10: --build=x86_64-linux-gnu --disable-vtable-verify --disable-werror --enable-checking=release --enable-clocale=gnu --enable-default-pie --enable-gnu-unique-object --enable-languages=c,ada,c++,go,brig,d,fortran,objc,obj-c++,m2 --enable-libphobos-checking=release --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-multiarch --enable-multilib --enable-nls --enable-objc-gc=auto --enable-offload-targets=nvptx-none=/build/gcc-10-JvwpWM/gcc-10-10.2.0/debian/tmp-nvptx/usr,amdgcn-amdhsa=/build/gcc-10-JvwpWM/gcc-10-10.2.0/debian/tmp-gcn/usr,hsa --enable-plugin --enable-shared --enable-threads=posix --host=x86_64-linux-gnu --program-prefix=x86_64-linux-gnu- --target=x86_64-linux-gnu --with-abi=m64 --with-arch-32=i686 --with-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 - Ubuntu 21.04: --build=x86_64-linux-gnu --disable-vtable-verify --disable-werror --enable-bootstrap --enable-checking=release --enable-clocale=gnu --enable-default-pie --enable-gnu-unique-object --enable-languages=c,ada,c++,go,brig,d,fortran,objc,obj-c++,m2 --enable-libphobos-checking=release --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-link-mutex --enable-multiarch --enable-multilib --enable-nls --enable-objc-gc=auto --enable-offload-targets=nvptx-none=/build/gcc-10-gDeRY6/gcc-10-10.3.0/debian/tmp-nvptx/usr,amdgcn-amdhsa=/build/gcc-10-gDeRY6/gcc-10-10.3.0/debian/tmp-gcn/usr,hsa --enable-plugin --enable-shared --enable-threads=posix --host=x86_64-linux-gnu --program-prefix=x86_64-linux-gnu- --target=x86_64-linux-gnu --with-abi=m64 --with-arch-32=i686 --with-build-config=bootstrap-lto-lean --with-default-libstdcxx-abi=new --with-gcc-major-version-only --with-multilib-list=m32,m64,mx32 --with-target-system-zlib=auto --with-tune=generic --without-cuda-driver -v Processor Details - Clear Linux 34530: Scaling Governor: intel_cpufreq performance - CPU Microcode: 0x5003006 - Ubuntu 20.10: Scaling Governor: intel_cpufreq ondemand - CPU Microcode: 0x5002f01 - Ubuntu 21.04: Scaling Governor: intel_cpufreq schedutil - CPU Microcode: 0x5003003 Python Details - Clear Linux 34530: Python 3.9.2 - Ubuntu 20.10: Python 3.8.6 - Ubuntu 21.04: Python 3.9.4 Security Details - itlb_multihit: KVM: Mitigation of VMX disabled + l1tf: Not affected + mds: Not affected + meltdown: Not affected + spec_store_bypass: Mitigation of SSB disabled via prctl and seccomp + spectre_v1: Mitigation of usercopy/swapgs barriers and __user pointer sanitization + spectre_v2: Mitigation of Enhanced IBRS IBPB: conditional RSB filling + srbds: Not affected + tsx_async_abort: Mitigation of TSX disabled
Clear Linux vs. Ubuntu 21.04 Benchmarks selenium: Kraken - Firefox selenium: StyleBench - Firefox selenium: Jetstream 2 - Firefox selenium: Speedometer - Firefox selenium: PSPDFKit WASM - Firefox selenium: WASM imageConvolute - Firefox selenium: WASM collisionDetection - Firefox draco: Lion draco: Church Facade rawtherapee: Total Benchmark Time luajit: Composite securemark: SecureMark-TLS systemd-boot-total: Kernel quantlib: plaidml: No - Inference - VGG16 - CPU plaidml: No - Inference - VGG19 - CPU plaidml: No - Inference - IMDB LSTM - CPU plaidml: No - Inference - Mobilenet - CPU plaidml: No - Inference - ResNet 50 - CPU plaidml: No - Inference - DenseNet 201 - CPU plaidml: No - Inference - Inception V3 - CPU lczero: Eigen ai-benchmark: Device Inference Score ai-benchmark: Device Training Score ai-benchmark: Device AI Score tensorflow-lite: SqueezeNet tensorflow-lite: Inception V4 tensorflow-lite: NASNet Mobile tensorflow-lite: Mobilenet Float tensorflow-lite: Mobilenet Quant tensorflow-lite: Inception ResNet V2 gromacs: water_GMX50_bare npb: EP.C npb: EP.D npb: LU.C rodinia: OpenMP LavaMD rodinia: OpenMP HotSpot3D rodinia: OpenMP Leukocyte rodinia: OpenMP CFD Solver rodinia: OpenMP Streamcluster namd: ATPase Simulation - 327,506 Atoms incompact3d: input.i3d 193 Cells Per Direction stockfish: Total Time build-linux-kernel: Time To Compile svt-vp9: VMAF Optimized - Bosphorus 1080p svt-vp9: PSNR/SSIM Optimized - Bosphorus 1080p svt-vp9: Visual Quality Optimized - Bosphorus 1080p svt-av1: Enc Mode 4 - 1080p svt-av1: Enc Mode 8 - 1080p x265: Bosphorus 4K v-ray: CPU svt-hevc: 1 - Bosphorus 1080p svt-hevc: 7 - Bosphorus 1080p svt-hevc: 10 - Bosphorus 1080p blender: BMW27 - CPU-Only blender: Barbershop - CPU-Only embree: Pathtracer - Crown embree: Pathtracer ISPC - Crown embree: Pathtracer - Asian Dragon embree: Pathtracer ISPC - Asian Dragon oidn: Memorial openvkl: vklBenchmark openvkl: vklBenchmarkStructuredVolume indigobench: CPU - Bedroom indigobench: CPU - Supercar luxcorerender: DLSC - CPU luxcorerender: Danish Mood - CPU luxcorerender: Orange Juice - CPU luxcorerender: LuxCore Benchmark - CPU luxcorerender: Rainbow Colors and Prism - CPU ospray: San Miguel - SciVis ospray: XFrog Forest - SciVis ospray: San Miguel - Path Tracer ospray: NASA Streamlines - SciVis ospray: XFrog Forest - Path Tracer ospray: Magnetic Reconnection - SciVis ospray: NASA Streamlines - Path Tracer ospray: Magnetic Reconnection - Path Tracer pyperformance: go pyperformance: 2to3 pyperformance: chaos pyperformance: float pyperformance: nbody pyperformance: pathlib pyperformance: raytrace pyperformance: json_loads pyperformance: crypto_pyaes pyperformance: regex_compile pyperformance: python_startup pyperformance: django_template pyperformance: pickle_pure_python liquid-dsp: 16 - 256 - 57 liquid-dsp: 32 - 256 - 57 liquid-dsp: 36 - 256 - 57 phpbench: PHP Benchmark Suite simdjson: Kostya simdjson: LargeRand simdjson: PartialTweets simdjson: DistinctUserID gmpbench: Total Time pybench: Total For Average Test Times Clear Linux 34530 Ubuntu 20.10 Ubuntu 21.04 1079.6 93.5 96.202 131 2843 32.8 460.6 5173 6746 51.322 1701.79 277209 1472 2546.4 29.65 24.52 778.61 13.68 6.25 3.69 6.65 889 2054 1747 3801 117481 1702350 109597 80849.0 83549.7 1507477 1.596 2491.28 2552.99 42725.71 123.843 92.590 58.313 10.860 15.139 0.97680 80.9399897 50970790 47.441 311.51 319.05 260.41 6.074 49.473 23.29 18272 12.91 198.70 401.07 93.32 371.43 19.7345 21.2828 23.2225 27.5404 25.09 281 75319933 3.456 8.41 2.91 2.22 4.67 2.49 11.03 28.31 4.58 2.51 37.04 2.51 30.30 6.99 400.00 200 260 85.6 91.0 94.3 12.9 375 19.4 85.0 136 7.36 38.1 356 797183333 1009866667 1051833333 1092904 2.79 1.07 5.01 5.15 6326.8 860 1187.1 79.8 80.717 94.2 3155 31.2 464.3 5918 8470 50.260 1660.24 269472 3619 2393.5 26.70 22.50 5.46 910 1788 1426 3214 128073 1878818 117291 87450.7 90272.5 1642640 1.587 1650.76 1999.18 38641.47 130.286 96.310 63.292 43.503 31.005 1.85294 82.5854111 49312729 54.457 300.56 303.90 243.81 5.196 42.603 22.22 17514 12.47 185.38 371.07 98.00 390.81 19.7031 21.4613 22.6748 27.4199 24.58 270 75002392 3.203 7.628 2.82 2.10 4.53 2.30 11.11 27.03 4.46 2.42 35.71 2.44 28.57 6.68 344.44 203 279 87.1 94.4 104 14.8 387 21.8 90.1 136 11.0 38.9 357 700523333 828823333 884786667 800814 2.67 1.00 4.16 4.97 5794.6 925 1173.5 64.1 69.421 92.7 3830 30.0 457.9 5920 8421 48.362 1688.53 268249 3007 2486.0 27.09 22.28 5.39 887 127073 1850137 115668 87417.0 90094.1 1638637 2301.70 2358.63 45018.52 126.868 93.127 59.271 11.782 14.993 0.98130 84.0667547 50600996 48.873 283.84 288.59 234.67 5.331 39.643 21.50 17796 12.46 181.97 361.74 93.96 378.52 19.7366 21.4139 22.7511 28.0740 21.62 279 70096442 3.342 8.049 2.89 2.22 4.61 2.39 11.42 27.78 4.59 2.48 35.71 2.51 29.41 6.85 333.33 206 280 86.7 93.9 108 14.3 381 21.2 87.0 136 9.27 39.2 351 689256667 850843333 877843333 809780 2.76 1.01 4.39 4.95 5942.5 913 OpenBenchmarking.org
Selenium Benchmark: Kraken - Browser: Firefox OpenBenchmarking.org ms, Fewer Is Better Selenium Benchmark: Kraken - Browser: Firefox Ubuntu 21.04 Ubuntu 20.10 Clear Linux 34530 300 600 900 1200 1500 SE +/- 2.40, N = 3 SE +/- 5.04, N = 3 SE +/- 2.34, N = 3 1173.5 1187.1 1079.6 1. Ubuntu 21.04: firefox 87.0 2. Ubuntu 20.10: firefox 87.0 3. Clear Linux 34530: firefox 88.0
Selenium Benchmark: StyleBench - Browser: Firefox OpenBenchmarking.org Runs / Minute, More Is Better Selenium Benchmark: StyleBench - Browser: Firefox Ubuntu 21.04 Ubuntu 20.10 Clear Linux 34530 20 40 60 80 100 SE +/- 0.47, N = 11 SE +/- 0.64, N = 3 SE +/- 1.55, N = 15 64.1 79.8 93.5 1. Ubuntu 21.04: firefox 87.0 2. Ubuntu 20.10: firefox 87.0 3. Clear Linux 34530: firefox 88.0
Selenium Benchmark: Jetstream 2 - Browser: Firefox OpenBenchmarking.org Score, More Is Better Selenium Benchmark: Jetstream 2 - Browser: Firefox Ubuntu 21.04 Ubuntu 20.10 Clear Linux 34530 20 40 60 80 100 SE +/- 0.36, N = 3 SE +/- 0.25, N = 3 SE +/- 0.71, N = 3 69.42 80.72 96.20 1. Ubuntu 21.04: firefox 87.0 2. Ubuntu 20.10: firefox 87.0 3. Clear Linux 34530: firefox 88.0
Selenium Benchmark: Speedometer - Browser: Firefox OpenBenchmarking.org Runs Per Minute, More Is Better Selenium Benchmark: Speedometer - Browser: Firefox Ubuntu 21.04 Ubuntu 20.10 Clear Linux 34530 30 60 90 120 150 SE +/- 0.41, N = 3 SE +/- 1.14, N = 3 SE +/- 1.33, N = 3 92.7 94.2 131.0 1. Ubuntu 21.04: firefox 87.0 2. Ubuntu 20.10: firefox 87.0 3. Clear Linux 34530: firefox 88.0
Selenium Benchmark: PSPDFKit WASM - Browser: Firefox OpenBenchmarking.org Score, Fewer Is Better Selenium Benchmark: PSPDFKit WASM - Browser: Firefox Ubuntu 21.04 Ubuntu 20.10 Clear Linux 34530 800 1600 2400 3200 4000 SE +/- 8.00, N = 2 SE +/- 5.20, N = 3 SE +/- 3.28, N = 3 3830 3155 2843 1. Ubuntu 21.04: firefox 87.0 2. Ubuntu 20.10: firefox 87.0 3. Clear Linux 34530: firefox 88.0
Selenium Benchmark: WASM imageConvolute - Browser: Firefox OpenBenchmarking.org ms, Fewer Is Better Selenium Benchmark: WASM imageConvolute - Browser: Firefox Ubuntu 21.04 Ubuntu 20.10 Clear Linux 34530 8 16 24 32 40 SE +/- 0.43, N = 15 SE +/- 0.48, N = 15 SE +/- 0.03, N = 3 30.0 31.2 32.8 1. Ubuntu 21.04: firefox 87.0 2. Ubuntu 20.10: firefox 87.0 3. Clear Linux 34530: firefox 88.0
Selenium Benchmark: WASM collisionDetection - Browser: Firefox OpenBenchmarking.org ms, Fewer Is Better Selenium Benchmark: WASM collisionDetection - Browser: Firefox Ubuntu 21.04 Ubuntu 20.10 Clear Linux 34530 100 200 300 400 500 SE +/- 1.29, N = 3 SE +/- 0.94, N = 3 SE +/- 1.30, N = 3 457.9 464.3 460.6 1. Ubuntu 21.04: firefox 87.0 2. Ubuntu 20.10: firefox 87.0 3. Clear Linux 34530: firefox 88.0
Google Draco Model: Lion OpenBenchmarking.org ms, Fewer Is Better Google Draco 1.4.1 Model: Lion Ubuntu 21.04 Ubuntu 20.10 Clear Linux 34530 1300 2600 3900 5200 6500 SE +/- 3.79, N = 3 SE +/- 19.86, N = 3 SE +/- 14.97, N = 3 5920 5918 5173 -pipe -fexceptions -fstack-protector -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake 1. (CXX) g++ options: -O3
Google Draco Model: Church Facade OpenBenchmarking.org ms, Fewer Is Better Google Draco 1.4.1 Model: Church Facade Ubuntu 21.04 Ubuntu 20.10 Clear Linux 34530 2K 4K 6K 8K 10K SE +/- 22.01, N = 3 SE +/- 39.43, N = 3 8421 8470 6746 -pipe -fexceptions -fstack-protector -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake 1. (CXX) g++ options: -O3
RawTherapee Total Benchmark Time OpenBenchmarking.org Seconds, Fewer Is Better RawTherapee Total Benchmark Time Ubuntu 21.04 Ubuntu 20.10 Clear Linux 34530 12 24 36 48 60 SE +/- 0.03, N = 3 SE +/- 0.07, N = 3 SE +/- 0.05, N = 3 48.36 50.26 51.32 1. Ubuntu 21.04: RawTherapee, version 5.8, command line. 2. Ubuntu 20.10: RawTherapee, version 5.8, command line. 3. Clear Linux 34530: RawTherapee, version , command line.
LuaJIT Test: Composite OpenBenchmarking.org Mflops, More Is Better LuaJIT 2.1-git Test: Composite Ubuntu 21.04 Ubuntu 20.10 Clear Linux 34530 400 800 1200 1600 2000 SE +/- 2.64, N = 3 SE +/- 14.34, N = 3 SE +/- 13.26, N = 3 1688.53 1660.24 1701.79 -O3 -pipe -fexceptions -fstack-protector -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake 1. (CC) gcc options: -lm -ldl -O2 -fomit-frame-pointer -U_FORTIFY_SOURCE -fno-stack-protector
SecureMark Benchmark: SecureMark-TLS OpenBenchmarking.org marks, More Is Better SecureMark 1.0.4 Benchmark: SecureMark-TLS Ubuntu 21.04 Ubuntu 20.10 Clear Linux 34530 60K 120K 180K 240K 300K SE +/- 76.20, N = 3 SE +/- 119.79, N = 3 SE +/- 136.59, N = 3 268249 269472 277209 1. (CC) gcc options: -pedantic -O3
Systemd Total Boot Time Test: Kernel OpenBenchmarking.org ms, Fewer Is Better Systemd Total Boot Time Test: Kernel Ubuntu 21.04 Ubuntu 20.10 Clear Linux 34530 800 1600 2400 3200 4000 3007 3619 1472
QuantLib OpenBenchmarking.org MFLOPS, More Is Better QuantLib 1.21 Ubuntu 21.04 Ubuntu 20.10 Clear Linux 34530 500 1000 1500 2000 2500 SE +/- 28.40, N = 3 SE +/- 20.76, N = 8 SE +/- 2.77, N = 3 2486.0 2393.5 2546.4 -lboost_timer -lboost_system -lboost_chrono 1. (CXX) g++ options: -O3 -march=native -rdynamic
PlaidML FP16: No - Mode: Inference - Network: VGG16 - Device: CPU OpenBenchmarking.org FPS, More Is Better PlaidML FP16: No - Mode: Inference - Network: VGG16 - Device: CPU Ubuntu 21.04 Ubuntu 20.10 Clear Linux 34530 7 14 21 28 35 SE +/- 0.32, N = 3 SE +/- 0.16, N = 3 SE +/- 0.19, N = 3 27.09 26.70 29.65
PlaidML FP16: No - Mode: Inference - Network: VGG19 - Device: CPU OpenBenchmarking.org FPS, More Is Better PlaidML FP16: No - Mode: Inference - Network: VGG19 - Device: CPU Ubuntu 21.04 Ubuntu 20.10 Clear Linux 34530 6 12 18 24 30 SE +/- 0.15, N = 3 SE +/- 0.17, N = 3 SE +/- 0.17, N = 3 22.28 22.50 24.52
PlaidML FP16: No - Mode: Inference - Network: IMDB LSTM - Device: CPU OpenBenchmarking.org FPS, More Is Better PlaidML FP16: No - Mode: Inference - Network: IMDB LSTM - Device: CPU Clear Linux 34530 200 400 600 800 1000 SE +/- 0.80, N = 3 778.61
PlaidML FP16: No - Mode: Inference - Network: Mobilenet - Device: CPU OpenBenchmarking.org FPS, More Is Better PlaidML FP16: No - Mode: Inference - Network: Mobilenet - Device: CPU Clear Linux 34530 4 8 12 16 20 SE +/- 0.04, N = 3 13.68
PlaidML FP16: No - Mode: Inference - Network: ResNet 50 - Device: CPU OpenBenchmarking.org FPS, More Is Better PlaidML FP16: No - Mode: Inference - Network: ResNet 50 - Device: CPU Ubuntu 21.04 Ubuntu 20.10 Clear Linux 34530 2 4 6 8 10 SE +/- 0.04, N = 3 SE +/- 0.01, N = 3 SE +/- 0.03, N = 3 5.39 5.46 6.25
PlaidML FP16: No - Mode: Inference - Network: DenseNet 201 - Device: CPU OpenBenchmarking.org FPS, More Is Better PlaidML FP16: No - Mode: Inference - Network: DenseNet 201 - Device: CPU Clear Linux 34530 0.8303 1.6606 2.4909 3.3212 4.1515 SE +/- 0.01, N = 3 3.69
PlaidML FP16: No - Mode: Inference - Network: Inception V3 - Device: CPU OpenBenchmarking.org FPS, More Is Better PlaidML FP16: No - Mode: Inference - Network: Inception V3 - Device: CPU Clear Linux 34530 2 4 6 8 10 SE +/- 0.02, N = 3 6.65
LeelaChessZero Backend: Eigen OpenBenchmarking.org Nodes Per Second, More Is Better LeelaChessZero 0.26 Backend: Eigen Ubuntu 21.04 Ubuntu 20.10 Clear Linux 34530 200 400 600 800 1000 SE +/- 6.84, N = 3 SE +/- 8.17, N = 9 SE +/- 3.61, N = 3 887 910 889 -O3 -pipe -fexceptions -fstack-protector -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake 1. (CXX) g++ options: -flto -pthread
AI Benchmark Alpha Device Inference Score OpenBenchmarking.org Score, More Is Better AI Benchmark Alpha 0.1.2 Device Inference Score Ubuntu 20.10 Clear Linux 34530 400 800 1200 1600 2000 1788 2054
AI Benchmark Alpha Device Training Score OpenBenchmarking.org Score, More Is Better AI Benchmark Alpha 0.1.2 Device Training Score Ubuntu 20.10 Clear Linux 34530 400 800 1200 1600 2000 1426 1747
AI Benchmark Alpha Device AI Score OpenBenchmarking.org Score, More Is Better AI Benchmark Alpha 0.1.2 Device AI Score Ubuntu 20.10 Clear Linux 34530 800 1600 2400 3200 4000 3214 3801
TensorFlow Lite Model: SqueezeNet OpenBenchmarking.org Microseconds, Fewer Is Better TensorFlow Lite 2020-08-23 Model: SqueezeNet Ubuntu 21.04 Ubuntu 20.10 Clear Linux 34530 30K 60K 90K 120K 150K SE +/- 24.46, N = 3 SE +/- 94.63, N = 3 SE +/- 41.38, N = 3 127073 128073 117481
TensorFlow Lite Model: Inception V4 OpenBenchmarking.org Microseconds, Fewer Is Better TensorFlow Lite 2020-08-23 Model: Inception V4 Ubuntu 21.04 Ubuntu 20.10 Clear Linux 34530 400K 800K 1200K 1600K 2000K SE +/- 361.59, N = 3 SE +/- 21624.22, N = 4 SE +/- 117.90, N = 3 1850137 1878818 1702350
TensorFlow Lite Model: NASNet Mobile OpenBenchmarking.org Microseconds, Fewer Is Better TensorFlow Lite 2020-08-23 Model: NASNet Mobile Ubuntu 21.04 Ubuntu 20.10 Clear Linux 34530 30K 60K 90K 120K 150K SE +/- 74.90, N = 3 SE +/- 320.71, N = 3 SE +/- 73.90, N = 3 115668 117291 109597
TensorFlow Lite Model: Mobilenet Float OpenBenchmarking.org Microseconds, Fewer Is Better TensorFlow Lite 2020-08-23 Model: Mobilenet Float Ubuntu 21.04 Ubuntu 20.10 Clear Linux 34530 20K 40K 60K 80K 100K SE +/- 56.37, N = 3 SE +/- 11.13, N = 3 SE +/- 12.27, N = 3 87417.0 87450.7 80849.0
TensorFlow Lite Model: Mobilenet Quant OpenBenchmarking.org Microseconds, Fewer Is Better TensorFlow Lite 2020-08-23 Model: Mobilenet Quant Ubuntu 21.04 Ubuntu 20.10 Clear Linux 34530 20K 40K 60K 80K 100K SE +/- 40.31, N = 3 SE +/- 71.98, N = 3 SE +/- 11.82, N = 3 90094.1 90272.5 83549.7
TensorFlow Lite Model: Inception ResNet V2 OpenBenchmarking.org Microseconds, Fewer Is Better TensorFlow Lite 2020-08-23 Model: Inception ResNet V2 Ubuntu 21.04 Ubuntu 20.10 Clear Linux 34530 400K 800K 1200K 1600K 2000K SE +/- 211.84, N = 3 SE +/- 120.55, N = 3 SE +/- 97.35, N = 3 1638637 1642640 1507477
GROMACS Input: water_GMX50_bare OpenBenchmarking.org Ns Per Day, More Is Better GROMACS 2021 Input: water_GMX50_bare Ubuntu 20.10 Clear Linux 34530 0.3591 0.7182 1.0773 1.4364 1.7955 SE +/- 0.002, N = 3 SE +/- 0.003, N = 3 1.587 1.596 -pipe -fexceptions -fstack-protector -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake 1. (CXX) g++ options: -O3 -pthread
NAS Parallel Benchmarks Test / Class: EP.C OpenBenchmarking.org Total Mop/s, More Is Better NAS Parallel Benchmarks 3.4 Test / Class: EP.C Ubuntu 21.04 Ubuntu 20.10 Clear Linux 34530 500 1000 1500 2000 2500 SE +/- 17.34, N = 15 SE +/- 16.44, N = 6 SE +/- 29.95, N = 3 2301.70 1650.76 2491.28 -lopen-rte -lopen-pal -lhwloc -ldl -levent_core -levent_pthreads -lutil -lm -lrt -lz -lopen-rte -lopen-pal -lhwloc -ldl -levent -levent_pthreads -lutil -lm -lrt -lz -pipe -fexceptions -fstack-protector -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake 1. (F9X) gfortran options: -O3 -march=native -pthread -lmpi_usempif08 -lmpi_mpifh -lmpi 2. Ubuntu 21.04: Open MPI 4.1.0 3. Ubuntu 20.10: Open MPI 4.0.3 4. Clear Linux 34530: 3.2
NAS Parallel Benchmarks Test / Class: EP.D OpenBenchmarking.org Total Mop/s, More Is Better NAS Parallel Benchmarks 3.4 Test / Class: EP.D Ubuntu 21.04 Ubuntu 20.10 Clear Linux 34530 500 1000 1500 2000 2500 SE +/- 3.96, N = 3 SE +/- 33.03, N = 15 SE +/- 3.68, N = 3 2358.63 1999.18 2552.99 -lopen-rte -lopen-pal -lhwloc -ldl -levent_core -levent_pthreads -lutil -lm -lrt -lz -lopen-rte -lopen-pal -lhwloc -ldl -levent -levent_pthreads -lutil -lm -lrt -lz -pipe -fexceptions -fstack-protector -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake 1. (F9X) gfortran options: -O3 -march=native -pthread -lmpi_usempif08 -lmpi_mpifh -lmpi 2. Ubuntu 21.04: Open MPI 4.1.0 3. Ubuntu 20.10: Open MPI 4.0.3 4. Clear Linux 34530: 3.2
NAS Parallel Benchmarks Test / Class: LU.C OpenBenchmarking.org Total Mop/s, More Is Better NAS Parallel Benchmarks 3.4 Test / Class: LU.C Ubuntu 21.04 Ubuntu 20.10 Clear Linux 34530 10K 20K 30K 40K 50K SE +/- 83.19, N = 3 SE +/- 512.08, N = 3 SE +/- 104.15, N = 3 45018.52 38641.47 42725.71 -lopen-rte -lopen-pal -lhwloc -ldl -levent_core -levent_pthreads -lutil -lm -lrt -lz -lopen-rte -lopen-pal -lhwloc -ldl -levent -levent_pthreads -lutil -lm -lrt -lz -pipe -fexceptions -fstack-protector -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake 1. (F9X) gfortran options: -O3 -march=native -pthread -lmpi_usempif08 -lmpi_mpifh -lmpi 2. Ubuntu 21.04: Open MPI 4.1.0 3. Ubuntu 20.10: Open MPI 4.0.3 4. Clear Linux 34530: 3.2
Rodinia Test: OpenMP LavaMD OpenBenchmarking.org Seconds, Fewer Is Better Rodinia 3.1 Test: OpenMP LavaMD Ubuntu 21.04 Ubuntu 20.10 Clear Linux 34530 30 60 90 120 150 SE +/- 0.80, N = 3 SE +/- 1.10, N = 3 SE +/- 0.12, N = 3 126.87 130.29 123.84 1. (CXX) g++ options: -O2 -lOpenCL
Rodinia Test: OpenMP HotSpot3D OpenBenchmarking.org Seconds, Fewer Is Better Rodinia 3.1 Test: OpenMP HotSpot3D Ubuntu 21.04 Ubuntu 20.10 Clear Linux 34530 20 40 60 80 100 SE +/- 0.04, N = 3 SE +/- 0.64, N = 3 SE +/- 0.05, N = 3 93.13 96.31 92.59 1. (CXX) g++ options: -O2 -lOpenCL
Rodinia Test: OpenMP Leukocyte OpenBenchmarking.org Seconds, Fewer Is Better Rodinia 3.1 Test: OpenMP Leukocyte Ubuntu 21.04 Ubuntu 20.10 Clear Linux 34530 14 28 42 56 70 SE +/- 0.33, N = 3 SE +/- 0.31, N = 3 SE +/- 0.12, N = 3 59.27 63.29 58.31 1. (CXX) g++ options: -O2 -lOpenCL
Rodinia Test: OpenMP CFD Solver OpenBenchmarking.org Seconds, Fewer Is Better Rodinia 3.1 Test: OpenMP CFD Solver Ubuntu 21.04 Ubuntu 20.10 Clear Linux 34530 10 20 30 40 50 SE +/- 0.14, N = 4 SE +/- 0.31, N = 3 SE +/- 0.03, N = 3 11.78 43.50 10.86 1. (CXX) g++ options: -O2 -lOpenCL
Rodinia Test: OpenMP Streamcluster OpenBenchmarking.org Seconds, Fewer Is Better Rodinia 3.1 Test: OpenMP Streamcluster Ubuntu 21.04 Ubuntu 20.10 Clear Linux 34530 7 14 21 28 35 SE +/- 0.02, N = 3 SE +/- 0.47, N = 15 SE +/- 0.14, N = 15 14.99 31.01 15.14 1. (CXX) g++ options: -O2 -lOpenCL
NAMD ATPase Simulation - 327,506 Atoms OpenBenchmarking.org days/ns, Fewer Is Better NAMD 2.14 ATPase Simulation - 327,506 Atoms Ubuntu 21.04 Ubuntu 20.10 Clear Linux 34530 0.4169 0.8338 1.2507 1.6676 2.0845 SE +/- 0.00386, N = 3 SE +/- 0.02930, N = 15 SE +/- 0.00301, N = 3 0.98130 1.85294 0.97680
Xcompact3d Incompact3d Input: input.i3d 193 Cells Per Direction OpenBenchmarking.org Seconds, Fewer Is Better Xcompact3d Incompact3d 2021-03-11 Input: input.i3d 193 Cells Per Direction Ubuntu 21.04 Ubuntu 20.10 Clear Linux 34530 20 40 60 80 100 SE +/- 0.15, N = 3 SE +/- 0.20, N = 3 SE +/- 0.07, N = 3 84.07 82.59 80.94 -lopen-rte -lopen-pal -lhwloc -ldl -levent_core -levent_pthreads -lutil -lm -lrt -lz -lopen-rte -lopen-pal -lhwloc -ldl -levent -levent_pthreads -lutil -lm -lrt -lz 1. (F9X) gfortran options: -cpp -O2 -funroll-loops -floop-optimize -fcray-pointer -fbacktrace -pthread -lmpi_usempif08 -lmpi_mpifh -lmpi
Stockfish Total Time OpenBenchmarking.org Nodes Per Second, More Is Better Stockfish 13 Total Time Ubuntu 21.04 Ubuntu 20.10 Clear Linux 34530 11M 22M 33M 44M 55M SE +/- 492772.22, N = 3 SE +/- 410365.12, N = 3 SE +/- 599064.49, N = 3 50600996 49312729 50970790 -pipe -fexceptions -fstack-protector -ffat-lto-objects -fno-trapping-math -mtune=skylake 1. (CXX) g++ options: -lgcov -m64 -lpthread -fno-exceptions -std=c++17 -fprofile-use -fno-peel-loops -fno-tracer -pedantic -O3 -msse -msse3 -mpopcnt -mavx2 -mavx512f -mavx512bw -mavx512vnni -mavx512dq -mavx512vl -msse4.1 -mssse3 -msse2 -mbmi2 -flto -flto=jobserver
Timed Linux Kernel Compilation Time To Compile OpenBenchmarking.org Seconds, Fewer Is Better Timed Linux Kernel Compilation 5.10.20 Time To Compile Ubuntu 21.04 Ubuntu 20.10 Clear Linux 34530 12 24 36 48 60 SE +/- 0.54, N = 3 SE +/- 0.68, N = 3 SE +/- 0.67, N = 3 48.87 54.46 47.44
SVT-VP9 Tuning: VMAF Optimized - Input: Bosphorus 1080p OpenBenchmarking.org Frames Per Second, More Is Better SVT-VP9 0.3 Tuning: VMAF Optimized - Input: Bosphorus 1080p Ubuntu 21.04 Ubuntu 20.10 Clear Linux 34530 70 140 210 280 350 SE +/- 2.44, N = 8 SE +/- 2.96, N = 6 SE +/- 3.76, N = 3 283.84 300.56 311.51 -pipe -fexceptions -fstack-protector -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake 1. (CC) gcc options: -O3 -fcommon -fPIE -fPIC -fvisibility=hidden -pie -rdynamic -lpthread -lrt -lm
SVT-VP9 Tuning: PSNR/SSIM Optimized - Input: Bosphorus 1080p OpenBenchmarking.org Frames Per Second, More Is Better SVT-VP9 0.3 Tuning: PSNR/SSIM Optimized - Input: Bosphorus 1080p Ubuntu 21.04 Ubuntu 20.10 Clear Linux 34530 70 140 210 280 350 SE +/- 1.26, N = 3 SE +/- 0.25, N = 3 SE +/- 1.17, N = 3 288.59 303.90 319.05 -pipe -fexceptions -fstack-protector -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake 1. (CC) gcc options: -O3 -fcommon -fPIE -fPIC -fvisibility=hidden -pie -rdynamic -lpthread -lrt -lm
SVT-VP9 Tuning: Visual Quality Optimized - Input: Bosphorus 1080p OpenBenchmarking.org Frames Per Second, More Is Better SVT-VP9 0.3 Tuning: Visual Quality Optimized - Input: Bosphorus 1080p Ubuntu 21.04 Ubuntu 20.10 Clear Linux 34530 60 120 180 240 300 SE +/- 0.89, N = 3 SE +/- 0.46, N = 3 SE +/- 0.40, N = 3 234.67 243.81 260.41 -pipe -fexceptions -fstack-protector -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake 1. (CC) gcc options: -O3 -fcommon -fPIE -fPIC -fvisibility=hidden -pie -rdynamic -lpthread -lrt -lm
SVT-AV1 Encoder Mode: Enc Mode 4 - Input: 1080p OpenBenchmarking.org Frames Per Second, More Is Better SVT-AV1 0.8 Encoder Mode: Enc Mode 4 - Input: 1080p Ubuntu 21.04 Ubuntu 20.10 Clear Linux 34530 2 4 6 8 10 SE +/- 0.017, N = 3 SE +/- 0.044, N = 3 SE +/- 0.058, N = 3 5.331 5.196 6.074 1. (CXX) g++ options: -O3 -fcommon -fPIE -fPIC -pie
SVT-AV1 Encoder Mode: Enc Mode 8 - Input: 1080p OpenBenchmarking.org Frames Per Second, More Is Better SVT-AV1 0.8 Encoder Mode: Enc Mode 8 - Input: 1080p Ubuntu 21.04 Ubuntu 20.10 Clear Linux 34530 11 22 33 44 55 SE +/- 0.36, N = 3 SE +/- 0.10, N = 3 SE +/- 0.13, N = 3 39.64 42.60 49.47 1. (CXX) g++ options: -O3 -fcommon -fPIE -fPIC -pie
x265 Video Input: Bosphorus 4K OpenBenchmarking.org Frames Per Second, More Is Better x265 3.4 Video Input: Bosphorus 4K Ubuntu 21.04 Ubuntu 20.10 Clear Linux 34530 6 12 18 24 30 SE +/- 0.13, N = 3 SE +/- 0.12, N = 3 SE +/- 0.06, N = 3 21.50 22.22 23.29 -pipe -fexceptions -fstack-protector -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake 1. (CXX) g++ options: -O3 -rdynamic -lpthread -lrt -ldl -lnuma
Chaos Group V-RAY Mode: CPU OpenBenchmarking.org vsamples, More Is Better Chaos Group V-RAY 5 Mode: CPU Ubuntu 21.04 Ubuntu 20.10 Clear Linux 34530 4K 8K 12K 16K 20K SE +/- 167.33, N = 3 SE +/- 43.38, N = 3 SE +/- 20.79, N = 3 17796 17514 18272
SVT-HEVC Tuning: 1 - Input: Bosphorus 1080p OpenBenchmarking.org Frames Per Second, More Is Better SVT-HEVC 1.5.0 Tuning: 1 - Input: Bosphorus 1080p Ubuntu 21.04 Ubuntu 20.10 Clear Linux 34530 3 6 9 12 15 SE +/- 0.02, N = 3 SE +/- 0.01, N = 3 SE +/- 0.01, N = 3 12.46 12.47 12.91 -pipe -fexceptions -fstack-protector -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake 1. (CC) gcc options: -fPIE -fPIC -O3 -O2 -pie -rdynamic -lpthread -lrt
SVT-HEVC Tuning: 7 - Input: Bosphorus 1080p OpenBenchmarking.org Frames Per Second, More Is Better SVT-HEVC 1.5.0 Tuning: 7 - Input: Bosphorus 1080p Ubuntu 21.04 Ubuntu 20.10 Clear Linux 34530 40 80 120 160 200 SE +/- 0.83, N = 3 SE +/- 0.46, N = 3 SE +/- 0.17, N = 3 181.97 185.38 198.70 -pipe -fexceptions -fstack-protector -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake 1. (CC) gcc options: -fPIE -fPIC -O3 -O2 -pie -rdynamic -lpthread -lrt
SVT-HEVC Tuning: 10 - Input: Bosphorus 1080p OpenBenchmarking.org Frames Per Second, More Is Better SVT-HEVC 1.5.0 Tuning: 10 - Input: Bosphorus 1080p Ubuntu 21.04 Ubuntu 20.10 Clear Linux 34530 90 180 270 360 450 SE +/- 0.98, N = 3 SE +/- 1.66, N = 3 SE +/- 0.27, N = 3 361.74 371.07 401.07 -pipe -fexceptions -fstack-protector -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake 1. (CC) gcc options: -fPIE -fPIC -O3 -O2 -pie -rdynamic -lpthread -lrt
Blender Blend File: BMW27 - Compute: CPU-Only OpenBenchmarking.org Seconds, Fewer Is Better Blender 2.92 Blend File: BMW27 - Compute: CPU-Only Ubuntu 21.04 Ubuntu 20.10 Clear Linux 34530 20 40 60 80 100 SE +/- 0.12, N = 3 SE +/- 0.03, N = 3 SE +/- 0.12, N = 3 93.96 98.00 93.32
Blender Blend File: Barbershop - Compute: CPU-Only OpenBenchmarking.org Seconds, Fewer Is Better Blender 2.92 Blend File: Barbershop - Compute: CPU-Only Ubuntu 21.04 Ubuntu 20.10 Clear Linux 34530 80 160 240 320 400 SE +/- 0.34, N = 3 SE +/- 4.43, N = 3 SE +/- 0.80, N = 3 378.52 390.81 371.43
Embree Binary: Pathtracer - Model: Crown OpenBenchmarking.org Frames Per Second, More Is Better Embree 3.9.0 Binary: Pathtracer - Model: Crown Ubuntu 21.04 Ubuntu 20.10 Clear Linux 34530 5 10 15 20 25 SE +/- 0.07, N = 3 SE +/- 0.03, N = 3 SE +/- 0.03, N = 3 19.74 19.70 19.73 MIN: 19.5 / MAX: 20.08 MIN: 19.35 / MAX: 19.98 MIN: 19.56 / MAX: 20.02
Embree Binary: Pathtracer ISPC - Model: Crown OpenBenchmarking.org Frames Per Second, More Is Better Embree 3.9.0 Binary: Pathtracer ISPC - Model: Crown Ubuntu 21.04 Ubuntu 20.10 Clear Linux 34530 5 10 15 20 25 SE +/- 0.12, N = 3 SE +/- 0.04, N = 3 SE +/- 0.30, N = 3 21.41 21.46 21.28 MIN: 21 / MAX: 21.88 MIN: 21.24 / MAX: 21.83 MIN: 20.11 / MAX: 22.07
Embree Binary: Pathtracer - Model: Asian Dragon OpenBenchmarking.org Frames Per Second, More Is Better Embree 3.9.0 Binary: Pathtracer - Model: Asian Dragon Ubuntu 21.04 Ubuntu 20.10 Clear Linux 34530 6 12 18 24 30 SE +/- 0.19, N = 3 SE +/- 0.16, N = 3 SE +/- 0.26, N = 3 22.75 22.67 23.22 MIN: 22.3 / MAX: 23.19 MIN: 22.3 / MAX: 23.09 MIN: 22.67 / MAX: 23.78
Embree Binary: Pathtracer ISPC - Model: Asian Dragon OpenBenchmarking.org Frames Per Second, More Is Better Embree 3.9.0 Binary: Pathtracer ISPC - Model: Asian Dragon Ubuntu 21.04 Ubuntu 20.10 Clear Linux 34530 7 14 21 28 35 SE +/- 0.23, N = 3 SE +/- 0.21, N = 3 SE +/- 0.27, N = 3 28.07 27.42 27.54 MIN: 27.35 / MAX: 28.55 MIN: 27.1 / MAX: 28.07 MIN: 27.08 / MAX: 28.31
Intel Open Image Denoise Scene: Memorial OpenBenchmarking.org Images / Sec, More Is Better Intel Open Image Denoise 1.2.0 Scene: Memorial Ubuntu 21.04 Ubuntu 20.10 Clear Linux 34530 6 12 18 24 30 SE +/- 0.11, N = 3 SE +/- 0.03, N = 3 SE +/- 0.03, N = 3 21.62 24.58 25.09
OpenVKL Benchmark: vklBenchmark OpenBenchmarking.org Items / Sec, More Is Better OpenVKL 0.9 Benchmark: vklBenchmark Ubuntu 21.04 Ubuntu 20.10 Clear Linux 34530 60 120 180 240 300 SE +/- 0.58, N = 3 SE +/- 1.86, N = 3 SE +/- 0.67, N = 3 279 270 281 MIN: 1 / MAX: 1131 MIN: 1 / MAX: 1130 MIN: 1 / MAX: 1136
OpenVKL Benchmark: vklBenchmarkStructuredVolume OpenBenchmarking.org Items / Sec, More Is Better OpenVKL 0.9 Benchmark: vklBenchmarkStructuredVolume Ubuntu 21.04 Ubuntu 20.10 Clear Linux 34530 16M 32M 48M 64M 80M SE +/- 85841.63, N = 3 SE +/- 35064.09, N = 3 SE +/- 336982.44, N = 3 70096442 75002392 75319933 MIN: 1258154 / MAX: 552909672 MIN: 1215140 / MAX: 614283120 MIN: 1289261 / MAX: 587364120
IndigoBench Acceleration: CPU - Scene: Bedroom OpenBenchmarking.org M samples/s, More Is Better IndigoBench 4.4 Acceleration: CPU - Scene: Bedroom Ubuntu 21.04 Ubuntu 20.10 Clear Linux 34530 0.7776 1.5552 2.3328 3.1104 3.888 SE +/- 0.013, N = 3 SE +/- 0.034, N = 3 SE +/- 0.014, N = 3 3.342 3.203 3.456
IndigoBench Acceleration: CPU - Scene: Supercar OpenBenchmarking.org M samples/s, More Is Better IndigoBench 4.4 Acceleration: CPU - Scene: Supercar Ubuntu 21.04 Ubuntu 20.10 Clear Linux 34530 2 4 6 8 10 SE +/- 0.018, N = 3 SE +/- 0.010, N = 3 SE +/- 0.009, N = 3 8.049 7.628 8.410
LuxCoreRender Scene: DLSC - Acceleration: CPU OpenBenchmarking.org M samples/sec, More Is Better LuxCoreRender 2.5 Scene: DLSC - Acceleration: CPU Ubuntu 21.04 Ubuntu 20.10 Clear Linux 34530 0.6548 1.3096 1.9644 2.6192 3.274 SE +/- 0.01, N = 3 SE +/- 0.01, N = 3 SE +/- 0.01, N = 3 2.89 2.82 2.91 MIN: 2.8 / MAX: 3 MIN: 2.72 / MAX: 2.95 MIN: 2.81 / MAX: 3.04
LuxCoreRender Scene: Danish Mood - Acceleration: CPU OpenBenchmarking.org M samples/sec, More Is Better LuxCoreRender 2.5 Scene: Danish Mood - Acceleration: CPU Ubuntu 21.04 Ubuntu 20.10 Clear Linux 34530 0.4995 0.999 1.4985 1.998 2.4975 SE +/- 0.01, N = 3 SE +/- 0.01, N = 3 SE +/- 0.01, N = 3 2.22 2.10 2.22 MIN: 0.7 / MAX: 2.65 MIN: 0.67 / MAX: 2.55 MIN: 0.68 / MAX: 2.67
LuxCoreRender Scene: Orange Juice - Acceleration: CPU OpenBenchmarking.org M samples/sec, More Is Better LuxCoreRender 2.5 Scene: Orange Juice - Acceleration: CPU Ubuntu 21.04 Ubuntu 20.10 Clear Linux 34530 1.0508 2.1016 3.1524 4.2032 5.254 SE +/- 0.02, N = 3 SE +/- 0.00, N = 3 SE +/- 0.00, N = 3 4.61 4.53 4.67 MIN: 4.46 / MAX: 4.69 MIN: 4.43 / MAX: 4.6 MIN: 4.54 / MAX: 4.74
LuxCoreRender Scene: LuxCore Benchmark - Acceleration: CPU OpenBenchmarking.org M samples/sec, More Is Better LuxCoreRender 2.5 Scene: LuxCore Benchmark - Acceleration: CPU Ubuntu 21.04 Ubuntu 20.10 Clear Linux 34530 0.5603 1.1206 1.6809 2.2412 2.8015 SE +/- 0.00, N = 3 SE +/- 0.01, N = 3 SE +/- 0.01, N = 3 2.39 2.30 2.49 MIN: 0.76 / MAX: 2.87 MIN: 0.72 / MAX: 2.79 MIN: 0.82 / MAX: 2.96
LuxCoreRender Scene: Rainbow Colors and Prism - Acceleration: CPU OpenBenchmarking.org M samples/sec, More Is Better LuxCoreRender 2.5 Scene: Rainbow Colors and Prism - Acceleration: CPU Ubuntu 21.04 Ubuntu 20.10 Clear Linux 34530 3 6 9 12 15 SE +/- 0.13, N = 3 SE +/- 0.12, N = 4 SE +/- 0.22, N = 15 11.42 11.11 11.03 MIN: 11.21 / MAX: 11.7 MIN: 10.19 / MAX: 11.38 MIN: 8.54 / MAX: 12.05
OSPray Demo: San Miguel - Renderer: SciVis OpenBenchmarking.org FPS, More Is Better OSPray 1.8.5 Demo: San Miguel - Renderer: SciVis Ubuntu 21.04 Ubuntu 20.10 Clear Linux 34530 7 14 21 28 35 SE +/- 0.00, N = 3 SE +/- 0.00, N = 3 SE +/- 0.26, N = 3 27.78 27.03 28.31 MIN: 26.32 / MAX: 28.57 MIN: 23.26 / MAX: 27.78 MIN: 27.03 / MAX: 28.57
OSPray Demo: XFrog Forest - Renderer: SciVis OpenBenchmarking.org FPS, More Is Better OSPray 1.8.5 Demo: XFrog Forest - Renderer: SciVis Ubuntu 21.04 Ubuntu 20.10 Clear Linux 34530 1.0328 2.0656 3.0984 4.1312 5.164 SE +/- 0.00, N = 3 SE +/- 0.00, N = 3 SE +/- 0.01, N = 3 4.59 4.46 4.58 MIN: 4.55 / MAX: 4.61 MIN: 4.37 / MAX: 4.52 MIN: 4.55 / MAX: 4.61
OSPray Demo: San Miguel - Renderer: Path Tracer OpenBenchmarking.org FPS, More Is Better OSPray 1.8.5 Demo: San Miguel - Renderer: Path Tracer Ubuntu 21.04 Ubuntu 20.10 Clear Linux 34530 0.5648 1.1296 1.6944 2.2592 2.824 SE +/- 0.00, N = 3 SE +/- 0.00, N = 3 SE +/- 0.00, N = 3 2.48 2.42 2.51 MIN: 2.46 / MAX: 2.49 MIN: 2.36 / MAX: 2.44 MIN: 2.5 / MAX: 2.53
OSPray Demo: NASA Streamlines - Renderer: SciVis OpenBenchmarking.org FPS, More Is Better OSPray 1.8.5 Demo: NASA Streamlines - Renderer: SciVis Ubuntu 21.04 Ubuntu 20.10 Clear Linux 34530 9 18 27 36 45 SE +/- 0.00, N = 3 SE +/- 0.00, N = 3 SE +/- 0.00, N = 3 35.71 35.71 37.04 MIN: 33.33 / MAX: 37.04 MIN: 33.33 MIN: 34.48
OSPray Demo: XFrog Forest - Renderer: Path Tracer OpenBenchmarking.org FPS, More Is Better OSPray 1.8.5 Demo: XFrog Forest - Renderer: Path Tracer Ubuntu 21.04 Ubuntu 20.10 Clear Linux 34530 0.5648 1.1296 1.6944 2.2592 2.824 SE +/- 0.00, N = 3 SE +/- 0.00, N = 3 SE +/- 0.00, N = 3 2.51 2.44 2.51 MIN: 2.49 / MAX: 2.52 MIN: 2.39 / MAX: 2.46 MIN: 2.49 / MAX: 2.52
OSPray Demo: Magnetic Reconnection - Renderer: SciVis OpenBenchmarking.org FPS, More Is Better OSPray 1.8.5 Demo: Magnetic Reconnection - Renderer: SciVis Ubuntu 21.04 Ubuntu 20.10 Clear Linux 34530 7 14 21 28 35 SE +/- 0.00, N = 3 SE +/- 0.00, N = 3 SE +/- 0.00, N = 3 29.41 28.57 30.30 MIN: 28.57 / MAX: 30.3 MIN: 26.32 / MAX: 29.41 MIN: 28.57 / MAX: 31.25
OSPray Demo: NASA Streamlines - Renderer: Path Tracer OpenBenchmarking.org FPS, More Is Better OSPray 1.8.5 Demo: NASA Streamlines - Renderer: Path Tracer Ubuntu 21.04 Ubuntu 20.10 Clear Linux 34530 2 4 6 8 10 SE +/- 0.00, N = 3 SE +/- 0.01, N = 3 SE +/- 0.00, N = 3 6.85 6.68 6.99 MIN: 6.67 / MAX: 6.99 MIN: 6.58 / MAX: 6.85 MIN: 6.9 / MAX: 7.14
OSPray Demo: Magnetic Reconnection - Renderer: Path Tracer OpenBenchmarking.org FPS, More Is Better OSPray 1.8.5 Demo: Magnetic Reconnection - Renderer: Path Tracer Ubuntu 21.04 Ubuntu 20.10 Clear Linux 34530 90 180 270 360 450 SE +/- 0.00, N = 3 SE +/- 11.11, N = 15 SE +/- 21.82, N = 15 333.33 344.44 400.00 MIN: 250 / MAX: 500 MIN: 250 / MAX: 500 MIN: 90.91 / MAX: 500
PyPerformance Benchmark: go OpenBenchmarking.org Milliseconds, Fewer Is Better PyPerformance 1.0.0 Benchmark: go Ubuntu 21.04 Ubuntu 20.10 Clear Linux 34530 50 100 150 200 250 206 203 200
PyPerformance Benchmark: 2to3 OpenBenchmarking.org Milliseconds, Fewer Is Better PyPerformance 1.0.0 Benchmark: 2to3 Ubuntu 21.04 Ubuntu 20.10 Clear Linux 34530 60 120 180 240 300 SE +/- 1.20, N = 3 280 279 260
PyPerformance Benchmark: chaos OpenBenchmarking.org Milliseconds, Fewer Is Better PyPerformance 1.0.0 Benchmark: chaos Ubuntu 21.04 Ubuntu 20.10 Clear Linux 34530 20 40 60 80 100 SE +/- 0.06, N = 3 SE +/- 0.26, N = 3 SE +/- 0.06, N = 3 86.7 87.1 85.6
PyPerformance Benchmark: float OpenBenchmarking.org Milliseconds, Fewer Is Better PyPerformance 1.0.0 Benchmark: float Ubuntu 21.04 Ubuntu 20.10 Clear Linux 34530 20 40 60 80 100 SE +/- 0.06, N = 3 SE +/- 0.06, N = 3 SE +/- 0.07, N = 3 93.9 94.4 91.0
PyPerformance Benchmark: nbody OpenBenchmarking.org Milliseconds, Fewer Is Better PyPerformance 1.0.0 Benchmark: nbody Ubuntu 21.04 Ubuntu 20.10 Clear Linux 34530 20 40 60 80 100 SE +/- 0.33, N = 3 SE +/- 0.06, N = 3 108.0 104.0 94.3
PyPerformance Benchmark: pathlib OpenBenchmarking.org Milliseconds, Fewer Is Better PyPerformance 1.0.0 Benchmark: pathlib Ubuntu 21.04 Ubuntu 20.10 Clear Linux 34530 4 8 12 16 20 SE +/- 0.00, N = 3 SE +/- 0.00, N = 3 SE +/- 0.00, N = 3 14.3 14.8 12.9
PyPerformance Benchmark: raytrace OpenBenchmarking.org Milliseconds, Fewer Is Better PyPerformance 1.0.0 Benchmark: raytrace Ubuntu 21.04 Ubuntu 20.10 Clear Linux 34530 80 160 240 320 400 SE +/- 0.33, N = 3 SE +/- 0.67, N = 3 381 387 375
PyPerformance Benchmark: json_loads OpenBenchmarking.org Milliseconds, Fewer Is Better PyPerformance 1.0.0 Benchmark: json_loads Ubuntu 21.04 Ubuntu 20.10 Clear Linux 34530 5 10 15 20 25 SE +/- 0.03, N = 3 SE +/- 0.07, N = 3 SE +/- 0.03, N = 3 21.2 21.8 19.4
PyPerformance Benchmark: crypto_pyaes OpenBenchmarking.org Milliseconds, Fewer Is Better PyPerformance 1.0.0 Benchmark: crypto_pyaes Ubuntu 21.04 Ubuntu 20.10 Clear Linux 34530 20 40 60 80 100 SE +/- 0.06, N = 3 SE +/- 0.15, N = 3 SE +/- 0.09, N = 3 87.0 90.1 85.0
PyPerformance Benchmark: regex_compile OpenBenchmarking.org Milliseconds, Fewer Is Better PyPerformance 1.0.0 Benchmark: regex_compile Ubuntu 21.04 Ubuntu 20.10 Clear Linux 34530 30 60 90 120 150 136 136 136
PyPerformance Benchmark: python_startup OpenBenchmarking.org Milliseconds, Fewer Is Better PyPerformance 1.0.0 Benchmark: python_startup Ubuntu 21.04 Ubuntu 20.10 Clear Linux 34530 3 6 9 12 15 SE +/- 0.02, N = 3 SE +/- 0.15, N = 3 SE +/- 0.00, N = 3 9.27 11.00 7.36
PyPerformance Benchmark: django_template OpenBenchmarking.org Milliseconds, Fewer Is Better PyPerformance 1.0.0 Benchmark: django_template Ubuntu 21.04 Ubuntu 20.10 Clear Linux 34530 9 18 27 36 45 SE +/- 0.03, N = 3 SE +/- 0.03, N = 3 SE +/- 0.06, N = 3 39.2 38.9 38.1
PyPerformance Benchmark: pickle_pure_python OpenBenchmarking.org Milliseconds, Fewer Is Better PyPerformance 1.0.0 Benchmark: pickle_pure_python Ubuntu 21.04 Ubuntu 20.10 Clear Linux 34530 80 160 240 320 400 SE +/- 0.88, N = 3 SE +/- 1.67, N = 3 SE +/- 0.33, N = 3 351 357 356
Liquid-DSP Threads: 16 - Buffer Length: 256 - Filter Length: 57 OpenBenchmarking.org samples/s, More Is Better Liquid-DSP 2021.01.31 Threads: 16 - Buffer Length: 256 - Filter Length: 57 Ubuntu 21.04 Ubuntu 20.10 Clear Linux 34530 200M 400M 600M 800M 1000M SE +/- 259829.00, N = 3 SE +/- 480150.44, N = 3 SE +/- 472734.36, N = 3 689256667 700523333 797183333 -pipe -fexceptions -fstack-protector -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake 1. (CC) gcc options: -O3 -pthread -lm -lc -lliquid
Liquid-DSP Threads: 32 - Buffer Length: 256 - Filter Length: 57 OpenBenchmarking.org samples/s, More Is Better Liquid-DSP 2021.01.31 Threads: 32 - Buffer Length: 256 - Filter Length: 57 Ubuntu 21.04 Ubuntu 20.10 Clear Linux 34530 200M 400M 600M 800M 1000M SE +/- 504656.10, N = 3 SE +/- 1387675.91, N = 3 SE +/- 371184.29, N = 3 850843333 828823333 1009866667 -pipe -fexceptions -fstack-protector -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake 1. (CC) gcc options: -O3 -pthread -lm -lc -lliquid
Liquid-DSP Threads: 36 - Buffer Length: 256 - Filter Length: 57 OpenBenchmarking.org samples/s, More Is Better Liquid-DSP 2021.01.31 Threads: 36 - Buffer Length: 256 - Filter Length: 57 Ubuntu 21.04 Ubuntu 20.10 Clear Linux 34530 200M 400M 600M 800M 1000M SE +/- 87622.93, N = 3 SE +/- 286201.17, N = 3 SE +/- 2816814.59, N = 3 877843333 884786667 1051833333 -pipe -fexceptions -fstack-protector -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake 1. (CC) gcc options: -O3 -pthread -lm -lc -lliquid
PHPBench PHP Benchmark Suite OpenBenchmarking.org Score, More Is Better PHPBench 0.8.1 PHP Benchmark Suite Ubuntu 21.04 Ubuntu 20.10 Clear Linux 34530 200K 400K 600K 800K 1000K SE +/- 609.11, N = 3 SE +/- 5288.05, N = 3 SE +/- 228.91, N = 3 809780 800814 1092904
simdjson Throughput Test: Kostya OpenBenchmarking.org GB/s, More Is Better simdjson 0.8.2 Throughput Test: Kostya Ubuntu 21.04 Ubuntu 20.10 Clear Linux 34530 0.6278 1.2556 1.8834 2.5112 3.139 SE +/- 0.00, N = 3 SE +/- 0.00, N = 3 SE +/- 0.00, N = 3 2.76 2.67 2.79 -pipe -fexceptions -fstack-protector -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake 1. (CXX) g++ options: -O3 -pthread
simdjson Throughput Test: LargeRandom OpenBenchmarking.org GB/s, More Is Better simdjson 0.8.2 Throughput Test: LargeRandom Ubuntu 21.04 Ubuntu 20.10 Clear Linux 34530 0.2408 0.4816 0.7224 0.9632 1.204 SE +/- 0.00, N = 3 SE +/- 0.01, N = 3 SE +/- 0.00, N = 3 1.01 1.00 1.07 -pipe -fexceptions -fstack-protector -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake 1. (CXX) g++ options: -O3 -pthread
simdjson Throughput Test: PartialTweets OpenBenchmarking.org GB/s, More Is Better simdjson 0.8.2 Throughput Test: PartialTweets Ubuntu 21.04 Ubuntu 20.10 Clear Linux 34530 1.1273 2.2546 3.3819 4.5092 5.6365 SE +/- 0.01, N = 3 SE +/- 0.01, N = 3 SE +/- 0.00, N = 3 4.39 4.16 5.01 -pipe -fexceptions -fstack-protector -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake 1. (CXX) g++ options: -O3 -pthread
simdjson Throughput Test: DistinctUserID OpenBenchmarking.org GB/s, More Is Better simdjson 0.8.2 Throughput Test: DistinctUserID Ubuntu 21.04 Ubuntu 20.10 Clear Linux 34530 1.1588 2.3176 3.4764 4.6352 5.794 SE +/- 0.01, N = 3 SE +/- 0.01, N = 3 SE +/- 0.00, N = 3 4.95 4.97 5.15 -pipe -fexceptions -fstack-protector -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake 1. (CXX) g++ options: -O3 -pthread
GNU GMP GMPbench Total Time OpenBenchmarking.org GMPbench Score, More Is Better GNU GMP GMPbench 6.2.1 Total Time Ubuntu 21.04 Ubuntu 20.10 Clear Linux 34530 1400 2800 4200 5600 7000 5942.5 5794.6 6326.8 -fomit-frame-pointer -fomit-frame-pointer -pipe -fexceptions -fstack-protector -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake 1. (CC) gcc options: -O3 -lm
PyBench Total For Average Test Times OpenBenchmarking.org Milliseconds, Fewer Is Better PyBench 2018-02-16 Total For Average Test Times Ubuntu 21.04 Ubuntu 20.10 Clear Linux 34530 200 400 600 800 1000 SE +/- 1.86, N = 3 SE +/- 1.20, N = 3 SE +/- 2.73, N = 3 913 925 860
Phoronix Test Suite v10.8.4