Tests for a future article by Michael Larabel.
Compare your own system(s) to this result file with the
Phoronix Test Suite by running the command:
phoronix-test-suite benchmark 2011011-FI-GM100056276 GM-1000, Karbon 700, CompuLab Airtop PCs - Phoronix Test Suite GM-1000, Karbon 700, CompuLab Airtop PCs Tests for a future article by Michael Larabel.
HTML result view exported from: https://openbenchmarking.org/result/2011011-FI-GM100056276&rdt&grt .
GM-1000, Karbon 700, CompuLab Airtop PCs Processor Motherboard Chipset Memory Disk Graphics Audio Monitor Network OS Kernel Desktop Display Server Display Driver OpenGL OpenCL Vulkan Compiler File-System Screen Resolution GM-1000 CompuLab Airtop3 Karbon 700 CompuLab Airtop Intel Core i7-9700TE @ 3.80GHz (8 Cores) C OZE GM-1000 v0.0.01.001 (5.13 BIOS) Intel Cannon Lake PCH 32GB CIE M8 T405 512GB NVIDIA Quadro P2000 4GB (1455/3003MHz) Realtek ALC888-VD DELL S2409W Intel I219-LM + 2 x Intel 10G X550T + Intel I210 Ubuntu 20.10 5.8.0-25-generic (x86_64) GNOME Shell 3.38.1 X Server 1.20.9 NVIDIA 455.28 4.6.0 OpenCL 1.2 CUDA 11.1.96 1.2.142 GCC 10.2.0 ext4 1920x1080 Intel Xeon E-2288G @ 5.00GHz (8 Cores / 16 Threads) Compulab SBC-ATCFL v1.2 (ATOP3.PRD.0.29.2 BIOS) 64GB Samsung SSD 970 EVO Plus 250GB NVIDIA Quadro RTX 4000 8GB (1005/6500MHz) Intel Cannon Lake PCH cAVS VE228 Intel I219-LM + Intel I210 5.8.0-26-generic (x86_64) Intel Xeon E-2278GEL @ 3.90GHz (8 Cores / 16 Threads) Logic Supply RXM-181 (Z01-0001A027 BIOS) 16GB 512GB TS512GMTE510T Intel UHD P630 3GB (1150MHz) Realtek ALC233 VA2431 Intel I219-LM + 2 x Intel I210 modesetting 1.20.9 4.6 Mesa 20.2.1 1.2.145 Intel Core i7-5775C @ 3.70GHz (4 Cores / 8 Threads) CompuLab v1.0 (ARTP-3.1.0.637.0.0 X64 BIOS) Intel Broadwell-U DMI 256GB ADATA SP310 eVGA NVIDIA GeForce GTX 950 2GB (1151/3304MHz) Realtek ALC886 G237HL Intel I218-LM + Intel I210 + Intel 7260 NVIDIA 455.28 4.6.0 OpenCL 1.2 CUDA 11.1.96 1.2.142 OpenBenchmarking.org Compiler Details - --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 Disk Details - GM-1000: NONE / errors=remount-ro,relatime,rw - CompuLab Airtop3: NONE / errors=remount-ro,relatime,rw - Karbon 700: NONE / errors=remount-ro,relatime,rw - CompuLab Airtop: MQ-DEADLINE / errors=remount-ro,relatime,rw Processor Details - GM-1000: Scaling Governor: intel_pstate powersave - CPU Microcode: 0xd6 - Thermald 2.3 - CompuLab Airtop3: Scaling Governor: intel_pstate powersave - CPU Microcode: 0xd6 - Thermald 2.3 - Karbon 700: Scaling Governor: intel_pstate powersave - CPU Microcode: 0xd6 - Thermald 2.3 - CompuLab Airtop: Scaling Governor: intel_cpufreq ondemand - CPU Microcode: 0x22 - Thermald 2.3 OpenCL Details - GM-1000: GPU Compute Cores: 768 - CompuLab Airtop3: GPU Compute Cores: 2304 - CompuLab Airtop: GPU Compute Cores: 768 Java Details - GM-1000: OpenJDK Runtime Environment (build 11.0.9+10-post-Ubuntu-0ubuntu1) - CompuLab Airtop3: OpenJDK Runtime Environment (build 11.0.9+11-Ubuntu-0ubuntu1) - Karbon 700: OpenJDK Runtime Environment (build 11.0.9+11-Ubuntu-0ubuntu1) - CompuLab Airtop: OpenJDK Runtime Environment (build 11.0.9+11-Ubuntu-0ubuntu1) Python Details - Python 3.8.6 Security Details - GM-1000: 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: Mitigation of TSX disabled + tsx_async_abort: Mitigation of TSX disabled - CompuLab Airtop3: 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: Mitigation of TSX disabled + tsx_async_abort: Mitigation of TSX disabled - Karbon 700: itlb_multihit: KVM: Mitigation of VMX unsupported + 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: Mitigation of TSX disabled + tsx_async_abort: Mitigation of TSX disabled - CompuLab Airtop: itlb_multihit: KVM: Mitigation of VMX disabled + l1tf: Mitigation of PTE Inversion; VMX: conditional cache flushes SMT vulnerable + mds: Mitigation of Clear buffers; SMT vulnerable + meltdown: Mitigation of PTI + 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 Full generic retpoline IBPB: conditional IBRS_FW STIBP: conditional RSB filling + srbds: Mitigation of Microcode + tsx_async_abort: Mitigation of Clear buffers; SMT vulnerable
GM-1000, Karbon 700, CompuLab Airtop PCs compress-7zip: Compress Speed Test ai-benchmark: Device Inference Score ai-benchmark: Device Training Score ai-benchmark: Device AI Score cassandra: Writes astcenc: Fast astcenc: Medium astcenc: Thorough astcenc: Exhaustive brl-cad: VGR Performance Metric byte: Dhrystone 2 blosc: blosclz caffe: AlexNet - CPU - 100 caffe: AlexNet - CPU - 200 caffe: GoogleNet - CPU - 100 caffe: GoogleNet - CPU - 200 dacapobench: H2 dacapobench: Jython dacapobench: Tradesoap dacapobench: Tradebeans dav1d: Chimera 1080p dav1d: Summer Nature 4K dav1d: Summer Nature 1080p dav1d: Chimera 1080p 10-bit dolfyn: Computational Fluid Dynamics espeak: Text-To-Speech Synthesis rocksdb: Rand Fill rocksdb: Rand Read rocksdb: Seq Fill rocksdb: Rand Fill Sync rocksdb: Read While Writing ffte: N=256, 3D Complex FFT Routine git: Time To Complete Common Git Commands glmark2: 1920 x 1080 octave-benchmark: gromacs: Water Benchmark hint: FLOAT hpcg: hugin: Panorama Photo Assistant + Stitching Time incompact3d: Cylinder oidn: Memorial ior: Write Test ior: Read Test java-gradle-perf: Reactor john-the-ripper: Blowfish john-the-ripper: MD5 keydb: kripke: kvazaar: Bosphorus 4K - Medium kvazaar: Bosphorus 1080p - Medium kvazaar: Bosphorus 4K - Very Fast kvazaar: Bosphorus 4K - Ultra Fast kvazaar: Bosphorus 1080p - Very Fast kvazaar: Bosphorus 1080p - Ultra Fast lammps: Rhodopsin Protein lczero: BLAS lczero: Eigen leveldb: Hot Read leveldb: Fill Sync leveldb: Fill Sync leveldb: Overwrite leveldb: Overwrite leveldb: Rand Fill leveldb: Rand Fill leveldb: Rand Read leveldb: Seek Rand leveldb: Rand Delete leveldb: Seq Fill leveldb: Seq Fill avifenc: 0 avifenc: 2 avifenc: 8 avifenc: 10 libraw: Post-Processing Benchmark rsvg: SVG Files To PNG luxcorerender: DLSC luxcorerender: Rainbow Colors and Prism mlpack: scikit_ica mlpack: scikit_qda mlpack: scikit_svm mlpack: scikit_linearridgeregression mnn: SqueezeNetV1.0 mnn: resnet-v2-50 mnn: inception-v3 mocassin: Dust 2D tau100.0 namd: ATPase Simulation - 327,506 Atoms ncnn: CPU - squeezenet ncnn: CPU - mobilenet ncnn: CPU-v2-v2 - mobilenet-v2 ncnn: CPU - googlenet ncnn: CPU - vgg16 ncnn: CPU - resnet18 ncnn: CPU - alexnet ncnn: CPU - resnet50 ncnn: CPU - yolov4-tiny ncnn: Vulkan GPU - squeezenet ncnn: Vulkan GPU - mobilenet ncnn: Vulkan GPU-v2-v2 - mobilenet-v2 ncnn: Vulkan GPU-v3-v3 - mobilenet-v3 ncnn: Vulkan GPU - shufflenet-v2 ncnn: Vulkan GPU - mnasnet ncnn: Vulkan GPU - efficientnet-b0 ncnn: Vulkan GPU - blazeface ncnn: Vulkan GPU - googlenet ncnn: Vulkan GPU - vgg16 ncnn: Vulkan GPU - resnet18 ncnn: Vulkan GPU - alexnet ncnn: Vulkan GPU - resnet50 ncnn: Vulkan GPU - yolov4-tiny numenta-nab: Relative Entropy numenta-nab: Windowed Gaussian numenta-nab: Earthgecko Skyline numenta-nab: Bayesian Changepoint numpy: ocrmypdf: Processing 60 Page PDF Document onednn: IP Batch 1D - f32 - CPU onednn: IP Batch All - f32 - CPU onednn: IP Batch 1D - u8s8f32 - CPU onednn: IP Batch All - u8s8f32 - CPU onednn: Convolution Batch Shapes Auto - f32 - CPU onednn: Deconvolution Batch deconv_1d - f32 - CPU onednn: Deconvolution Batch deconv_3d - f32 - CPU onednn: Convolution Batch Shapes Auto - u8s8f32 - CPU onednn: Deconvolution Batch deconv_1d - u8s8f32 - CPU onednn: Deconvolution Batch deconv_3d - u8s8f32 - CPU onednn: Recurrent Neural Network Training - f32 - CPU onednn: Recurrent Neural Network Inference - f32 - CPU onednn: Matrix Multiply Batch Shapes Transformer - f32 - CPU onednn: Matrix Multiply Batch Shapes Transformer - u8s8f32 - CPU openssl: RSA 4096-bit Performance openvkl: vklBenchmark pgbench: 1 - 1 - Read Only pgbench: 1 - 1 - Read Only - Average Latency pgbench: 1 - 1 - Read Write pgbench: 1 - 1 - Read Write - Average Latency pgbench: 1 - 50 - Read Only pgbench: 1 - 50 - Read Only - Average Latency pgbench: 1 - 50 - Read Write pgbench: 1 - 50 - Read Write - Average Latency postmark: Disk Transaction Performance 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 rawtherapee: Total Benchmark Time rays1bench: Large Scene realsr-ncnn: 4x - No realsr-ncnn: 4x - Yes rnnoise: svt-av1: Enc Mode 0 - 1080p svt-av1: Enc Mode 4 - 1080p svt-vp9: PSNR/SSIM Optimized - Bosphorus 1080p svt-vp9: Visual Quality Optimized - Bosphorus 1080p tensorflow-lite: SqueezeNet tensorflow-lite: Inception V4 tensorflow-lite: NASNet Mobile tensorflow-lite: Mobilenet Float tensorflow-lite: Mobilenet Quant tensorflow-lite: Inception ResNet V2 tesseract-ocr: Time To OCR 7 Images build-apache: Time To Compile build-gdb: Time To Compile hmmer: Pfam Database Search build-linux-kernel: Time To Compile build-llvm: Time To Compile mafft: Multiple Sequence Alignment - LSU RNA build-php: Time To Compile tnn: CPU - MobileNet v2 tnn: CPU - SqueezeNet v1.1 vpxenc: Speed 0 vpxenc: Speed 5 waifu2x-ncnn: 2x - 3 - No waifu2x-ncnn: 2x - 3 - Yes webp: Default webp: Quality 100 webp: Quality 100, Lossless webp: Quality 100, Highest Compression webp: Quality 100, Lossless, Highest Compression wireguard: x265: Bosphorus 4K x265: Bosphorus 1080p yafaray: Total Time For Sample Scene compress-zstd: 3 compress-zstd: 19 GM-1000 CompuLab Airtop3 Karbon 700 CompuLab Airtop 24110 640 732 1372 20732 7.93 9.91 76.98 631.69 43138 36200967.7 8600.4 44245 89424 126140 255319 3339 4833 6680 3621 354.51 92.95 344.07 76.17 22.145 33.377 634739 24616331 981091 3473 808736 30890.906674731 60.372 3442 8.007 0.533 360309999.31612 3.70831 75.788 706.786153 3.70 461.45 476.15 271.428 7654 430834 458524.51 20889583 1.99 9.01 5.62 10.38 23.54 44.45 4.870 784 758 4.854 0.4 2260.146 30.8 28.733 31.1 28.459 4.748 5.928 26.187 32.5 27.204 190.816 110.737 6.672 6.283 27.26 24.631 0.67 0.75 64.72 87.81 28.93 3.14 11.117 51.887 63.682 344 4.17868 25.54 30.33 6.61 23.99 83.07 23.56 22.53 47.33 43.08 10.27 9.31 3.00 3.39 2.38 3.10 5.23 1.04 7.84 33.33 5.80 8.17 13.22 16.28 49.502 26.115 300.544 97.135 322.07 39.608 9.53324 114.291 4.84005 67.7654 16.6224 10.80921 8.88371 16.1236 12.8203 6.69517 670.341 231.386 4.38502 5.91239 1492.7 80.39 24862 0.040 503 1.988 128373 0.390 726 68.896 6578 270 352 117 122 138 19.3 505 28.4 116 186 9.01 52.3 462 95.481 19.74 37.875 276.624 29.100 0.074 1.446 107.79 80.06 406369 6011180 321246 278393 279524 5441300 27.108 32.115 155.395 131.248 212.648 1604.059 11.268 114.796 369.908 362.130 5.09 19.65 3.214 16.868 1.759 2.780 21.197 8.572 46.982 269.932 6.53 31.42 374.754 3601.7 23.3 48752 1128 1108 2236 67820 5.53 8.52 33.23 274.49 100566 48614938.0 10397.8 39309 79582 102869 206622 2928 3689 3692 2791 644.69 157.41 582.07 114.58 16.678 23.705 871738 43465596 1321566 2344 1923373 30993.635188678 44.967 6.485 0.819 471438878.81023 4.09016 45.839 378.579915 7.53 253.17 1052.00 196.073 15272 836454 751370.01 21264093 4.26 19.02 12.05 22.21 47.21 91.46 6.786 840 765 6.836 0.3 6472.062 48.3 36.687 49.0 36.183 7.663 8.937 33.738 52.8 33.545 99.609 59.412 5.086 4.805 33.35 18.220 1.41 1.53 42.14 62.68 22.43 2.47 6.581 42.581 44.444 202 1.96010 16.20 19.00 5.15 15.00 66.28 15.19 14.23 28.51 29.06 3.63 4.59 1.43 1.66 1.3 1.48 2.64 0.61 3.22 8.31 1.68 2.11 3.75 8.50 22.215 12.454 132.854 43.079 420.29 21.687 4.49738 67.6905 1.88989 27.7457 17.0248 5.04673 6.65640 16.5236 5.64215 3.31356 322.594 143.888 3.96493 2.56113 2539.9 141.93 33554 0.03 434 2.372 296545 0.169 597 83.731 8333 200 264 85.9 89.9 103 14.3 376 21.4 85.9 138 6.82 38.9 339 60.833 46.11 12.626 81.525 21.582 0.134 2.943 169.12 131.83 226512 3260697 199708 153645 156496 2946127 20.271 20.910 91.591 100.192 98.509 769.662 8.628 64.689 283.960 269.275 7.77 28.61 5.601 1.313 2.082 16.022 6.380 34.796 160.387 12.36 54.91 177.731 2955.5 25.7 33135 745 685 1430 50124 7.23 6.20 46.09 384.66 38072622.2 6843.6 54733 111250 146379 294238 3267 4881 5172 3956 450.53 100.79 432.27 87.55 21.025 31.675 526358 31537972 1033541 9175 1522459 17775.746492801 56.449 524 8.569 0.517 371786567.42537 2.31499 58.573 512.730326 5.27 652.88 517.18 256.350 11227 594105 570969.82 5741904 3.03 13.81 8.61 16.00 34.69 67.53 5.116 335 306 10.180 1.4 1309.968 32.9 55.250 33.1 54.607 10.229 13.673 44.013 40.5 43.656 134.325 77.814 6.354 5.999 27.12 22.564 1.05 1.15 60.81 130.53 27.25 3.94 9.170 59.983 62.308 265 2.80992 23.50 27.57 7.82 22.40 118.12 24.17 23.87 43.49 42.36 27.58 26.19 8.17 10.19 10.10 9.26 16.47 2.41 23.54 151.46 23.85 25.92 50.22 65.87 29.870 16.805 192.616 71.556 334.99 28.190 6.27342 108.943 2.55564 41.1275 32.0032 6.61803 7.88671 30.8841 7.72048 4.63495 539.076 251.012 7.04587 3.62375 1931.6 98.39 26544 0.038 941 1.145 226675 0.221 756 67.168 6944 255 332 109 114 131 18.2 479 27.1 109 178 8.52 49.3 434 85.429 31.93 223.462 1764.690 27.463 0.104 2.115 112.71 96.13 298283 4371977 262007 202055 205126 3952660 25.651 26.428 117.552 131.201 134.669 1051.600 12.445 83.925 369.086 343.221 6.35 22.87 10.772 79.335 1.673 2.647 19.972 8.133 43.025 207.692 9.00 41.44 246.296 1609.0 12.5 22673 615 736 1351 20104 8.68 11.14 72.57 597.50 44869 36078067.2 6601.6 57596 115342 147211 294276 3456 5427 7803 4944 307.34 82.58 277.97 63.51 22.549 37.786 464459 18625043 557302 624 864066 19794.106635888 59.829 3718 8.601 0.466 370080894.79875 2.71061 75.990 1024.46663 3.50 77.35 232.45 251.688 6233 399692 346852.16 3716694 1.98 8.63 5.33 9.74 21.55 39.00 2.488 784 737 4.156 0.1 10317.682 20.4 43.326 20.4 43.385 4.152 5.479 43.795 19.8 44.663 203.068 120.461 8.983 8.259 28.32 26.719 0.67 0.73 60.10 76.46 21.42 4.47 10.775 54.820 63.204 331 4.44112 23.05 27.06 7.03 20.39 81.92 24.24 23.75 46.60 38.90 12.35 10.74 3.18 3.73 2.59 3.32 5.70 1 8.48 33.74 6.17 8.70 14.09 20.01 51.013 27.591 282.796 82.884 276.24 42.832 8.64328 116.978 5.62321 73.5828 20.3987 10.2930 17.5367 19.5801 13.2376 11.2904 605.870 167.479 4.32319 5.48320 1048.4 53.75 21092 0.047 301 3.320 111915 0.447 319 156.866 5000 279 375 121 136 140 23.0 538 28.0 125 196 10.2 55.2 489 99.219 20.17 47.270 405.774 25.331 0.068 1.290 80.91 63.99 542732 7836207 388319 367036 355185 7087053 27.892 36.064 173.464 117.867 217.408 1666.606 12.315 118.944 301.682 292.585 4.52 17.21 3.292 19.927 1.823 2.804 21.025 8.449 45.709 255.815 6.10 27.91 391.496 2511.4 23.7 OpenBenchmarking.org
7-Zip Compression Compress Speed Test OpenBenchmarking.org MIPS, More Is Better 7-Zip Compression 16.02 Compress Speed Test GM-1000 CompuLab Airtop3 Karbon 700 CompuLab Airtop 10K 20K 30K 40K 50K SE +/- 339.20, N = 4 SE +/- 370.06, N = 3 SE +/- 59.48, N = 3 SE +/- 77.43, N = 3 24110 48752 33135 22673 1. (CXX) g++ options: -pipe -lpthread
7-Zip Compression CPU Temperature Monitor Min Avg Max GM-1000 61.0 69.2 76.0 CompuLab Airtop3 57.0 75.8 93.0 Karbon 700 54.0 68.2 75.0 CompuLab Airtop 60.0 80.3 85.0 OpenBenchmarking.org Celsius, Fewer Is Better 7-Zip Compression 16.02 CPU Temperature Monitor 20 40 60 80 100
7-Zip Compression System Temperature Monitor Min Avg Max GM-1000 64.0 73.7 75.0 CompuLab Airtop3 27.8 27.8 27.8 Karbon 700 27.8 27.8 27.8 CompuLab Airtop 27.8 27.8 27.8 OpenBenchmarking.org Celsius, Fewer Is Better 7-Zip Compression 16.02 System Temperature Monitor 20 40 60 80 100
AI Benchmark Alpha Device Inference Score OpenBenchmarking.org Score, More Is Better AI Benchmark Alpha 0.1.2 Device Inference Score GM-1000 CompuLab Airtop3 Karbon 700 CompuLab Airtop 200 400 600 800 1000 640 1128 745 615
AI Benchmark Alpha Device Training Score OpenBenchmarking.org Score, More Is Better AI Benchmark Alpha 0.1.2 Device Training Score GM-1000 CompuLab Airtop3 Karbon 700 CompuLab Airtop 200 400 600 800 1000 732 1108 685 736
AI Benchmark Alpha Device AI Score OpenBenchmarking.org Score, More Is Better AI Benchmark Alpha 0.1.2 Device AI Score GM-1000 CompuLab Airtop3 Karbon 700 CompuLab Airtop 500 1000 1500 2000 2500 1372 2236 1430 1351
AI Benchmark Alpha CPU Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better AI Benchmark Alpha 0.1.2 CPU Temperature Monitor GM-1000 CompuLab Airtop3 Karbon 700 CompuLab Airtop 20 40 60 80 100 Min: 58 / Avg: 68.63 / Max: 76 Min: 41 / Avg: 70.68 / Max: 90 Min: 45 / Avg: 64 / Max: 76 Min: 50 / Avg: 84.08 / Max: 96
AI Benchmark Alpha System Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better AI Benchmark Alpha 0.1.2 System Temperature Monitor GM-1000 CompuLab Airtop3 Karbon 700 CompuLab Airtop 14 28 42 56 70 Min: 64 / Avg: 73.64 / Max: 75 Min: 27.8 / Avg: 27.8 / Max: 27.8 Min: 27.8 / Avg: 27.8 / Max: 27.8 Min: 27.8 / Avg: 27.8 / Max: 27.8
Apache Cassandra Test: Writes OpenBenchmarking.org Op/s, More Is Better Apache Cassandra 3.11.4 Test: Writes GM-1000 CompuLab Airtop3 Karbon 700 CompuLab Airtop 15K 30K 45K 60K 75K SE +/- 177.03, N = 15 SE +/- 744.79, N = 3 SE +/- 581.94, N = 6 SE +/- 299.90, N = 4 20732 67820 50124 20104
Apache Cassandra CPU Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better Apache Cassandra 3.11.4 CPU Temperature Monitor GM-1000 CompuLab Airtop3 Karbon 700 CompuLab Airtop 15 30 45 60 75 Min: 59 / Avg: 68.16 / Max: 77 Min: 47 / Avg: 66.39 / Max: 81 Min: 47 / Avg: 62.24 / Max: 72 Min: 52 / Avg: 69.31 / Max: 78
Apache Cassandra System Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better Apache Cassandra 3.11.4 System Temperature Monitor GM-1000 CompuLab Airtop3 Karbon 700 CompuLab Airtop 14 28 42 56 70 Min: 64 / Avg: 72.15 / Max: 75 Min: 27.8 / Avg: 27.8 / Max: 27.8 Min: 27.8 / Avg: 27.8 / Max: 27.8 Min: 27.8 / Avg: 27.8 / Max: 27.8
ASTC Encoder Preset: Fast OpenBenchmarking.org Seconds, Fewer Is Better ASTC Encoder 2.0 Preset: Fast GM-1000 CompuLab Airtop3 Karbon 700 CompuLab Airtop 2 4 6 8 10 SE +/- 0.01, N = 6 SE +/- 0.00, N = 7 SE +/- 0.03, N = 6 SE +/- 0.01, N = 5 7.93 5.53 7.23 8.68 1. (CXX) g++ options: -std=c++14 -fvisibility=hidden -O3 -flto -mfpmath=sse -mavx2 -mpopcnt -lpthread
ASTC Encoder Preset: Medium OpenBenchmarking.org Seconds, Fewer Is Better ASTC Encoder 2.0 Preset: Medium GM-1000 CompuLab Airtop3 Karbon 700 CompuLab Airtop 3 6 9 12 15 SE +/- 0.16, N = 15 SE +/- 0.00, N = 5 SE +/- 0.00, N = 5 SE +/- 0.01, N = 4 9.91 8.52 6.20 11.14 1. (CXX) g++ options: -std=c++14 -fvisibility=hidden -O3 -flto -mfpmath=sse -mavx2 -mpopcnt -lpthread
ASTC Encoder Preset: Thorough OpenBenchmarking.org Seconds, Fewer Is Better ASTC Encoder 2.0 Preset: Thorough GM-1000 CompuLab Airtop3 Karbon 700 CompuLab Airtop 20 40 60 80 100 SE +/- 1.07, N = 3 SE +/- 0.49, N = 3 SE +/- 0.72, N = 3 SE +/- 0.01, N = 3 76.98 33.23 46.09 72.57 1. (CXX) g++ options: -std=c++14 -fvisibility=hidden -O3 -flto -mfpmath=sse -mavx2 -mpopcnt -lpthread
ASTC Encoder Preset: Exhaustive OpenBenchmarking.org Seconds, Fewer Is Better ASTC Encoder 2.0 Preset: Exhaustive GM-1000 CompuLab Airtop3 Karbon 700 CompuLab Airtop 140 280 420 560 700 SE +/- 0.59, N = 3 SE +/- 0.82, N = 3 SE +/- 0.17, N = 3 SE +/- 4.46, N = 3 631.69 274.49 384.66 597.50 1. (CXX) g++ options: -std=c++14 -fvisibility=hidden -O3 -flto -mfpmath=sse -mavx2 -mpopcnt -lpthread
ASTC Encoder CPU Temperature Monitor Min Avg Max GM-1000 58.0 66.2 75.0 CompuLab Airtop3 41.0 56.3 77.0 Karbon 700 43.0 53.7 64.0 CompuLab Airtop 48.0 59.2 70.0 OpenBenchmarking.org Celsius, Fewer Is Better ASTC Encoder 2.0 CPU Temperature Monitor 20 40 60 80 100
ASTC Encoder System Temperature Monitor Min Avg Max GM-1000 64.0 67.4 75.0 CompuLab Airtop3 27.8 27.8 27.8 Karbon 700 27.8 27.8 27.8 CompuLab Airtop 27.8 27.8 27.8 OpenBenchmarking.org Celsius, Fewer Is Better ASTC Encoder 2.0 System Temperature Monitor 20 40 60 80 100
ASTC Encoder CPU Temperature Monitor Min Avg Max GM-1000 59.0 68.5 76.0 CompuLab Airtop3 42.0 63.0 80.0 Karbon 700 44.0 58.8 69.0 CompuLab Airtop 48.0 64.2 74.0 OpenBenchmarking.org Celsius, Fewer Is Better ASTC Encoder 2.0 CPU Temperature Monitor 20 40 60 80 100
ASTC Encoder System Temperature Monitor Min Avg Max GM-1000 64.0 71.0 75.0 CompuLab Airtop3 27.8 27.8 27.8 Karbon 700 27.8 27.8 27.8 CompuLab Airtop 27.8 27.8 27.8 OpenBenchmarking.org Celsius, Fewer Is Better ASTC Encoder 2.0 System Temperature Monitor 20 40 60 80 100
ASTC Encoder CPU Temperature Monitor Min Avg Max GM-1000 59.0 67.9 76.0 CompuLab Airtop3 44.0 66.8 82.0 Karbon 700 45.0 61.1 72.0 CompuLab Airtop 49.0 75.1 80.0 OpenBenchmarking.org Celsius, Fewer Is Better ASTC Encoder 2.0 CPU Temperature Monitor 20 40 60 80 100
ASTC Encoder System Temperature Monitor Min Avg Max GM-1000 64.0 74.2 75.0 CompuLab Airtop3 27.8 27.8 27.8 Karbon 700 27.8 27.8 27.8 CompuLab Airtop 27.8 27.8 27.8 OpenBenchmarking.org Celsius, Fewer Is Better ASTC Encoder 2.0 System Temperature Monitor 20 40 60 80 100
ASTC Encoder CPU Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better ASTC Encoder 2.0 CPU Temperature Monitor GM-1000 CompuLab Airtop3 Karbon 700 CompuLab Airtop 20 40 60 80 100 Min: 60 / Avg: 68.49 / Max: 77 Min: 47 / Avg: 71.52 / Max: 90 Min: 47 / Avg: 64.45 / Max: 77 Min: 53 / Avg: 87.42 / Max: 92
ASTC Encoder System Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better ASTC Encoder 2.0 System Temperature Monitor GM-1000 CompuLab Airtop3 Karbon 700 CompuLab Airtop 14 28 42 56 70 Min: 64 / Avg: 74.9 / Max: 75 Min: 27.8 / Avg: 27.8 / Max: 27.8 Min: 27.8 / Avg: 27.8 / Max: 27.8 Min: 27.8 / Avg: 27.8 / Max: 27.8
BRL-CAD VGR Performance Metric OpenBenchmarking.org VGR Performance Metric, More Is Better BRL-CAD 7.30.8 VGR Performance Metric GM-1000 CompuLab Airtop3 CompuLab Airtop 20K 40K 60K 80K 100K 43138 100566 44869 1. (CXX) g++ options: -std=c++11 -pipe -fno-strict-aliasing -fno-common -fexceptions -ftemplate-depth-128 -m64 -ggdb3 -O3 -fipa-pta -fstrength-reduce -finline-functions -flto -pedantic -rdynamic -lSM -lICE -lGLU -lGL -lGLdispatch -lX11 -lXext -lpthread -ldl -luuid -lm
BRL-CAD CPU Temperature Monitor Min Avg Max GM-1000 62.0 69.1 80.0 CompuLab Airtop3 56.0 75.2 88.0 CompuLab Airtop 44.0 79.5 87.0 OpenBenchmarking.org Celsius, Fewer Is Better BRL-CAD 7.30.8 CPU Temperature Monitor 20 40 60 80 100
BRL-CAD System Temperature Monitor Min Avg Max GM-1000 64.0 74.9 75.0 CompuLab Airtop3 27.8 27.8 27.8 CompuLab Airtop 27.8 27.8 27.8 OpenBenchmarking.org Celsius, Fewer Is Better BRL-CAD 7.30.8 System Temperature Monitor 20 40 60 80 100
BYTE Unix Benchmark Computational Test: Dhrystone 2 OpenBenchmarking.org LPS, More Is Better BYTE Unix Benchmark 3.6 Computational Test: Dhrystone 2 GM-1000 CompuLab Airtop3 Karbon 700 CompuLab Airtop 10M 20M 30M 40M 50M SE +/- 15338.08, N = 3 SE +/- 180310.11, N = 3 SE +/- 87756.94, N = 3 SE +/- 360329.39, N = 3 36200967.7 48614938.0 38072622.2 36078067.2
BYTE Unix Benchmark CPU Temperature Monitor Min Avg Max GM-1000 57.0 64.6 74.0 CompuLab Airtop3 44.0 59.8 78.0 Karbon 700 46.0 54.1 63.0 CompuLab Airtop 48.0 55.4 65.0 OpenBenchmarking.org Celsius, Fewer Is Better BYTE Unix Benchmark 3.6 CPU Temperature Monitor 20 40 60 80 100
BYTE Unix Benchmark System Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better BYTE Unix Benchmark 3.6 System Temperature Monitor CompuLab Airtop CompuLab Airtop3 Karbon 700 14 28 42 56 70 64.0 27.8 27.8
C-Blosc Compressor: blosclz OpenBenchmarking.org MB/s, More Is Better C-Blosc 2.0 Beta 5 Compressor: blosclz GM-1000 CompuLab Airtop3 Karbon 700 CompuLab Airtop 2K 4K 6K 8K 10K SE +/- 11.16, N = 4 SE +/- 6.83, N = 3 SE +/- 13.18, N = 3 SE +/- 27.03, N = 3 8600.4 10397.8 6843.6 6601.6 1. (CXX) g++ options: -rdynamic
C-Blosc CPU Temperature Monitor Min Avg Max GM-1000 62.0 69.4 74.0 CompuLab Airtop3 49.0 64.0 71.0 Karbon 700 49.0 58.5 62.0 CompuLab Airtop 58.0 68.1 74.0 OpenBenchmarking.org Celsius, Fewer Is Better C-Blosc 2.0 Beta 5 CPU Temperature Monitor 20 40 60 80 100
C-Blosc System Temperature Monitor Min Avg Max GM-1000 64.0 68.1 75.0 CompuLab Airtop3 27.8 27.8 27.8 Karbon 700 27.8 27.8 27.8 CompuLab Airtop 27.8 27.8 27.8 OpenBenchmarking.org Celsius, Fewer Is Better C-Blosc 2.0 Beta 5 System Temperature Monitor 20 40 60 80 100
Caffe Model: AlexNet - Acceleration: CPU - Iterations: 100 OpenBenchmarking.org Milli-Seconds, Fewer Is Better Caffe 2020-02-13 Model: AlexNet - Acceleration: CPU - Iterations: 100 GM-1000 CompuLab Airtop3 Karbon 700 CompuLab Airtop 12K 24K 36K 48K 60K SE +/- 486.77, N = 7 SE +/- 402.90, N = 3 SE +/- 777.23, N = 4 SE +/- 90.44, N = 3 44245 39309 54733 57596 1. (CXX) g++ options: -fPIC -O3 -rdynamic -lglog -lgflags -lprotobuf -lpthread -lsz -lz -ldl -lm -llmdb -lopenblas
Caffe Model: AlexNet - Acceleration: CPU - Iterations: 200 OpenBenchmarking.org Milli-Seconds, Fewer Is Better Caffe 2020-02-13 Model: AlexNet - Acceleration: CPU - Iterations: 200 GM-1000 CompuLab Airtop3 Karbon 700 CompuLab Airtop 20K 40K 60K 80K 100K SE +/- 906.54, N = 3 SE +/- 476.82, N = 3 SE +/- 595.64, N = 3 SE +/- 108.07, N = 3 89424 79582 111250 115342 1. (CXX) g++ options: -fPIC -O3 -rdynamic -lglog -lgflags -lprotobuf -lpthread -lsz -lz -ldl -lm -llmdb -lopenblas
Caffe Model: GoogleNet - Acceleration: CPU - Iterations: 100 OpenBenchmarking.org Milli-Seconds, Fewer Is Better Caffe 2020-02-13 Model: GoogleNet - Acceleration: CPU - Iterations: 100 GM-1000 CompuLab Airtop3 Karbon 700 CompuLab Airtop 30K 60K 90K 120K 150K SE +/- 87.22, N = 3 SE +/- 164.54, N = 3 SE +/- 614.60, N = 3 SE +/- 192.70, N = 3 126140 102869 146379 147211 1. (CXX) g++ options: -fPIC -O3 -rdynamic -lglog -lgflags -lprotobuf -lpthread -lsz -lz -ldl -lm -llmdb -lopenblas
Caffe Model: GoogleNet - Acceleration: CPU - Iterations: 200 OpenBenchmarking.org Milli-Seconds, Fewer Is Better Caffe 2020-02-13 Model: GoogleNet - Acceleration: CPU - Iterations: 200 GM-1000 CompuLab Airtop3 Karbon 700 CompuLab Airtop 60K 120K 180K 240K 300K SE +/- 2728.74, N = 3 SE +/- 196.94, N = 3 SE +/- 572.20, N = 3 SE +/- 117.62, N = 3 255319 206622 294238 294276 1. (CXX) g++ options: -fPIC -O3 -rdynamic -lglog -lgflags -lprotobuf -lpthread -lsz -lz -ldl -lm -llmdb -lopenblas
Caffe CPU Temperature Monitor Min Avg Max GM-1000 60.0 68.9 78.0 CompuLab Airtop3 51.0 72.8 90.0 Karbon 700 50.0 66.1 75.0 CompuLab Airtop 56.0 76.4 80.0 OpenBenchmarking.org Celsius, Fewer Is Better Caffe 2020-02-13 CPU Temperature Monitor 20 40 60 80 100
Caffe System Temperature Monitor Min Avg Max GM-1000 64.0 74.0 75.0 CompuLab Airtop3 27.8 27.8 27.8 Karbon 700 27.8 27.8 27.8 CompuLab Airtop 27.8 27.8 27.8 OpenBenchmarking.org Celsius, Fewer Is Better Caffe 2020-02-13 System Temperature Monitor 20 40 60 80 100
Caffe CPU Temperature Monitor Min Avg Max GM-1000 61.0 69.0 79.0 CompuLab Airtop3 54.0 72.9 91.0 Karbon 700 52.0 67.0 76.0 CompuLab Airtop 57.0 78.8 82.0 OpenBenchmarking.org Celsius, Fewer Is Better Caffe 2020-02-13 CPU Temperature Monitor 20 40 60 80 100
Caffe System Temperature Monitor Min Avg Max GM-1000 64.0 74.5 75.0 CompuLab Airtop3 27.8 27.8 27.8 Karbon 700 27.8 27.8 27.8 CompuLab Airtop 27.8 27.8 27.8 OpenBenchmarking.org Celsius, Fewer Is Better Caffe 2020-02-13 System Temperature Monitor 20 40 60 80 100
Caffe CPU Temperature Monitor Min Avg Max GM-1000 61.0 69.1 78.0 CompuLab Airtop3 55.0 74.7 92.0 Karbon 700 53.0 68.0 78.0 CompuLab Airtop 58.0 80.2 84.0 OpenBenchmarking.org Celsius, Fewer Is Better Caffe 2020-02-13 CPU Temperature Monitor 20 40 60 80 100
Caffe System Temperature Monitor Min Avg Max GM-1000 64.0 74.6 75.0 CompuLab Airtop3 27.8 27.8 27.8 Karbon 700 27.8 27.8 27.8 CompuLab Airtop 27.8 27.8 27.8 OpenBenchmarking.org Celsius, Fewer Is Better Caffe 2020-02-13 System Temperature Monitor 20 40 60 80 100
Caffe CPU Temperature Monitor Min Avg Max GM-1000 62.0 69.2 78.0 CompuLab Airtop3 57.0 75.9 93.0 Karbon 700 53.0 68.6 80.0 CompuLab Airtop 59.0 82.1 86.0 OpenBenchmarking.org Celsius, Fewer Is Better Caffe 2020-02-13 CPU Temperature Monitor 20 40 60 80 100
Caffe System Temperature Monitor Min Avg Max GM-1000 64.0 74.8 75.0 CompuLab Airtop3 27.8 27.8 27.8 Karbon 700 27.8 27.8 27.8 CompuLab Airtop 27.8 27.8 27.8 OpenBenchmarking.org Celsius, Fewer Is Better Caffe 2020-02-13 System Temperature Monitor 20 40 60 80 100
CPU Temperature Monitor Phoronix Test Suite System Monitoring OpenBenchmarking.org Celsius CPU Temperature Monitor Phoronix Test Suite System Monitoring GM-1000 CompuLab Airtop3 Karbon 700 CompuLab Airtop 20 40 60 80 100 Min: 49 / Avg: 67.98 / Max: 82 Min: 34 / Avg: 70.36 / Max: 100 Min: 38 / Avg: 60.6 / Max: 87 Min: 40 / Avg: 70.91 / Max: 96
DaCapo Benchmark Java Test: H2 OpenBenchmarking.org msec, Fewer Is Better DaCapo Benchmark 9.12-MR1 Java Test: H2 GM-1000 CompuLab Airtop3 Karbon 700 CompuLab Airtop 700 1400 2100 2800 3500 SE +/- 39.15, N = 20 SE +/- 28.32, N = 20 SE +/- 41.03, N = 20 SE +/- 26.08, N = 20 3339 2928 3267 3456
DaCapo Benchmark Java Test: Jython OpenBenchmarking.org msec, Fewer Is Better DaCapo Benchmark 9.12-MR1 Java Test: Jython GM-1000 CompuLab Airtop3 Karbon 700 CompuLab Airtop 1200 2400 3600 4800 6000 SE +/- 23.71, N = 6 SE +/- 38.10, N = 7 SE +/- 54.95, N = 7 SE +/- 44.43, N = 6 4833 3689 4881 5427
DaCapo Benchmark Java Test: Tradesoap OpenBenchmarking.org msec, Fewer Is Better DaCapo Benchmark 9.12-MR1 Java Test: Tradesoap GM-1000 CompuLab Airtop3 Karbon 700 CompuLab Airtop 2K 4K 6K 8K 10K SE +/- 85.52, N = 20 SE +/- 30.62, N = 13 SE +/- 43.34, N = 4 SE +/- 48.38, N = 4 6680 3692 5172 7803
DaCapo Benchmark Java Test: Tradebeans OpenBenchmarking.org msec, Fewer Is Better DaCapo Benchmark 9.12-MR1 Java Test: Tradebeans GM-1000 CompuLab Airtop3 Karbon 700 CompuLab Airtop 1100 2200 3300 4400 5500 SE +/- 30.71, N = 5 SE +/- 42.33, N = 20 SE +/- 92.26, N = 16 SE +/- 64.08, N = 5 3621 2791 3956 4944
DaCapo Benchmark CPU Temperature Monitor Min Avg Max GM-1000 60.0 67.7 75.0 CompuLab Airtop3 51.0 64.6 83.0 Karbon 700 50.0 58.6 67.0 CompuLab Airtop 53.0 61.9 71.0 OpenBenchmarking.org Celsius, Fewer Is Better DaCapo Benchmark 9.12-MR1 CPU Temperature Monitor 20 40 60 80 100
DaCapo Benchmark System Temperature Monitor Min Avg Max GM-1000 64.0 68.2 75.0 CompuLab Airtop3 27.8 27.8 27.8 Karbon 700 27.8 27.8 27.8 CompuLab Airtop 27.8 27.8 27.8 OpenBenchmarking.org Celsius, Fewer Is Better DaCapo Benchmark 9.12-MR1 System Temperature Monitor 20 40 60 80 100
DaCapo Benchmark CPU Temperature Monitor Min Avg Max GM-1000 60.0 67.0 74.0 CompuLab Airtop3 49.0 62.2 78.0 Karbon 700 49.0 57.6 66.0 CompuLab Airtop 52.0 61.0 70.0 OpenBenchmarking.org Celsius, Fewer Is Better DaCapo Benchmark 9.12-MR1 CPU Temperature Monitor 20 40 60 80 100
DaCapo Benchmark System Temperature Monitor Min Avg Max GM-1000 64.0 66.6 75.0 CompuLab Airtop3 27.8 27.8 27.8 Karbon 700 27.8 27.8 27.8 CompuLab Airtop 27.8 27.8 27.8 OpenBenchmarking.org Celsius, Fewer Is Better DaCapo Benchmark 9.12-MR1 System Temperature Monitor 20 40 60 80 100
DaCapo Benchmark CPU Temperature Monitor Min Avg Max GM-1000 59.0 68.6 76.0 CompuLab Airtop3 49.0 68.3 83.0 Karbon 700 48.0 60.4 69.0 CompuLab Airtop 51.0 65.8 74.0 OpenBenchmarking.org Celsius, Fewer Is Better DaCapo Benchmark 9.12-MR1 CPU Temperature Monitor 20 40 60 80 100
DaCapo Benchmark System Temperature Monitor Min Avg Max GM-1000 64.0 69.5 75.0 CompuLab Airtop3 27.8 27.8 27.8 Karbon 700 27.8 27.8 27.8 CompuLab Airtop 27.8 27.8 27.8 OpenBenchmarking.org Celsius, Fewer Is Better DaCapo Benchmark 9.12-MR1 System Temperature Monitor 20 40 60 80 100
DaCapo Benchmark CPU Temperature Monitor Min Avg Max GM-1000 60.0 68.9 75.0 CompuLab Airtop3 52.0 66.9 84.0 Karbon 700 50.0 58.3 68.0 CompuLab Airtop 52.0 62.9 72.0 OpenBenchmarking.org Celsius, Fewer Is Better DaCapo Benchmark 9.12-MR1 CPU Temperature Monitor 20 40 60 80 100
DaCapo Benchmark System Temperature Monitor Min Avg Max GM-1000 64.0 68.0 75.0 CompuLab Airtop3 27.8 27.8 27.8 Karbon 700 27.8 27.8 27.8 CompuLab Airtop 27.8 27.8 27.8 OpenBenchmarking.org Celsius, Fewer Is Better DaCapo Benchmark 9.12-MR1 System Temperature Monitor 20 40 60 80 100
dav1d Video Input: Chimera 1080p OpenBenchmarking.org FPS, More Is Better dav1d 0.7.0 Video Input: Chimera 1080p GM-1000 CompuLab Airtop3 Karbon 700 CompuLab Airtop 140 280 420 560 700 SE +/- 2.32, N = 3 SE +/- 2.55, N = 3 SE +/- 1.11, N = 3 SE +/- 1.02, N = 3 354.51 644.69 450.53 307.34 MIN: 226.96 / MAX: 562.8 MIN: 479.82 / MAX: 947.65 MIN: 341.02 / MAX: 685.68 MIN: 221.1 / MAX: 501.29 1. (CC) gcc options: -pthread
dav1d Video Input: Summer Nature 4K OpenBenchmarking.org FPS, More Is Better dav1d 0.7.0 Video Input: Summer Nature 4K GM-1000 CompuLab Airtop3 Karbon 700 CompuLab Airtop 30 60 90 120 150 SE +/- 1.39, N = 4 SE +/- 1.02, N = 3 SE +/- 0.28, N = 3 SE +/- 0.31, N = 3 92.95 157.41 100.79 82.58 MIN: 77.22 / MAX: 122.95 MIN: 139.25 / MAX: 172.94 MIN: 89.28 / MAX: 105.54 MIN: 76.45 / MAX: 95.48 1. (CC) gcc options: -pthread
dav1d Video Input: Summer Nature 1080p OpenBenchmarking.org FPS, More Is Better dav1d 0.7.0 Video Input: Summer Nature 1080p GM-1000 CompuLab Airtop3 Karbon 700 CompuLab Airtop 130 260 390 520 650 SE +/- 0.50, N = 3 SE +/- 1.68, N = 3 SE +/- 1.38, N = 3 SE +/- 1.58, N = 3 344.07 582.07 432.27 277.97 MIN: 298.25 / MAX: 380.67 MIN: 481.99 / MAX: 638.3 MIN: 364.27 / MAX: 468.57 MIN: 249.54 / MAX: 307.95 1. (CC) gcc options: -pthread
dav1d Video Input: Chimera 1080p 10-bit OpenBenchmarking.org FPS, More Is Better dav1d 0.7.0 Video Input: Chimera 1080p 10-bit GM-1000 CompuLab Airtop3 Karbon 700 CompuLab Airtop 30 60 90 120 150 SE +/- 0.61, N = 3 SE +/- 0.05, N = 3 SE +/- 0.06, N = 3 SE +/- 0.07, N = 3 76.17 114.58 87.55 63.51 MIN: 47.76 / MAX: 187.8 MIN: 72.92 / MAX: 273.76 MIN: 56.85 / MAX: 197.5 MIN: 42.21 / MAX: 145.15 1. (CC) gcc options: -pthread
dav1d CPU Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better dav1d 0.7.0 CPU Temperature Monitor GM-1000 CompuLab Airtop3 Karbon 700 CompuLab Airtop 16 32 48 64 80 Min: 61 / Avg: 69.66 / Max: 76 Min: 49 / Avg: 69.57 / Max: 87 Min: 50 / Avg: 61.32 / Max: 74 Min: 50 / Avg: 61.85 / Max: 84
dav1d System Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better dav1d 0.7.0 System Temperature Monitor GM-1000 CompuLab Airtop3 Karbon 700 CompuLab Airtop 14 28 42 56 70 Min: 64 / Avg: 74.79 / Max: 75 Min: 27.8 / Avg: 27.8 / Max: 27.8 Min: 27.8 / Avg: 27.8 / Max: 27.8 Min: 27.8 / Avg: 27.8 / Max: 27.8
dav1d CPU Temperature Monitor Min Avg Max GM-1000 59.0 68.7 76.0 CompuLab Airtop3 47.0 70.6 82.0 Karbon 700 47.0 62.5 72.0 CompuLab Airtop 48.0 66.8 77.0 OpenBenchmarking.org Celsius, Fewer Is Better dav1d 0.7.0 CPU Temperature Monitor 20 40 60 80 100
dav1d System Temperature Monitor Min Avg Max GM-1000 64.0 72.0 75.0 CompuLab Airtop3 27.8 27.8 27.8 Karbon 700 27.8 27.8 27.8 CompuLab Airtop 27.8 27.8 27.8 OpenBenchmarking.org Celsius, Fewer Is Better dav1d 0.7.0 System Temperature Monitor 20 40 60 80 100
dav1d CPU Temperature Monitor Min Avg Max GM-1000 59.0 69.4 75.0 CompuLab Airtop3 49.0 69.2 80.0 Karbon 700 49.0 60.6 68.0 CompuLab Airtop 50.0 62.3 74.0 OpenBenchmarking.org Celsius, Fewer Is Better dav1d 0.7.0 CPU Temperature Monitor 20 40 60 80 100
dav1d System Temperature Monitor Min Avg Max GM-1000 64.0 73.1 75.0 CompuLab Airtop3 27.8 27.8 27.8 Karbon 700 27.8 27.8 27.8 CompuLab Airtop 27.8 27.8 27.8 OpenBenchmarking.org Celsius, Fewer Is Better dav1d 0.7.0 System Temperature Monitor 20 40 60 80 100
dav1d CPU Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better dav1d 0.7.0 CPU Temperature Monitor GM-1000 CompuLab Airtop3 Karbon 700 CompuLab Airtop 16 32 48 64 80 Min: 59 / Avg: 69.19 / Max: 74 Min: 49 / Avg: 70.26 / Max: 84 Min: 48 / Avg: 60.17 / Max: 70 Min: 50 / Avg: 62.03 / Max: 74
dav1d System Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better dav1d 0.7.0 System Temperature Monitor GM-1000 CompuLab Airtop3 Karbon 700 CompuLab Airtop 14 28 42 56 70 Min: 64 / Avg: 71.18 / Max: 75 Min: 27.8 / Avg: 27.8 / Max: 27.8 Min: 27.8 / Avg: 27.8 / Max: 27.8 Min: 27.8 / Avg: 27.8 / Max: 27.8
Dolfyn Computational Fluid Dynamics OpenBenchmarking.org Seconds, Fewer Is Better Dolfyn 0.527 Computational Fluid Dynamics GM-1000 CompuLab Airtop3 Karbon 700 CompuLab Airtop 5 10 15 20 25 SE +/- 0.08, N = 3 SE +/- 0.02, N = 3 SE +/- 0.13, N = 3 SE +/- 0.08, N = 3 22.15 16.68 21.03 22.55
Dolfyn CPU Temperature Monitor Min Avg Max GM-1000 63.0 73.8 77.0 CompuLab Airtop3 59.0 80.2 89.0 Karbon 700 55.0 65.8 69.0 CompuLab Airtop 63.0 74.3 78.0 OpenBenchmarking.org Celsius, Fewer Is Better Dolfyn 0.527 CPU Temperature Monitor 20 40 60 80 100
Dolfyn System Temperature Monitor Min Avg Max GM-1000 64.0 73.2 75.0 CompuLab Airtop3 27.8 27.8 27.8 Karbon 700 27.8 27.8 27.8 CompuLab Airtop 27.8 27.8 27.8 OpenBenchmarking.org Celsius, Fewer Is Better Dolfyn 0.527 System Temperature Monitor 20 40 60 80 100
eSpeak-NG Speech Engine Text-To-Speech Synthesis OpenBenchmarking.org Seconds, Fewer Is Better eSpeak-NG Speech Engine 20200907 Text-To-Speech Synthesis GM-1000 CompuLab Airtop3 Karbon 700 CompuLab Airtop 9 18 27 36 45 SE +/- 0.19, N = 4 SE +/- 0.13, N = 4 SE +/- 0.46, N = 20 SE +/- 0.36, N = 9 33.38 23.71 31.68 37.79 1. (CC) gcc options: -O2 -std=c99
eSpeak-NG Speech Engine CPU Temperature Monitor Min Avg Max GM-1000 59.0 68.6 71.0 CompuLab Airtop3 49.0 70.7 77.0 Karbon 700 48.0 60.7 65.0 CompuLab Airtop 50.0 60.5 64.0 OpenBenchmarking.org Celsius, Fewer Is Better eSpeak-NG Speech Engine 20200907 CPU Temperature Monitor 20 40 60 80 100
eSpeak-NG Speech Engine System Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better eSpeak-NG Speech Engine 20200907 System Temperature Monitor CompuLab Airtop CompuLab Airtop3 Karbon 700 14 28 42 56 70 64.0 27.8 27.8
Facebook RocksDB Test: Random Fill OpenBenchmarking.org Op/s, More Is Better Facebook RocksDB 6.3.6 Test: Random Fill GM-1000 CompuLab Airtop3 Karbon 700 CompuLab Airtop 200K 400K 600K 800K 1000K SE +/- 7757.34, N = 5 SE +/- 7973.52, N = 3 SE +/- 11711.73, N = 15 SE +/- 673.55, N = 3 634739 871738 526358 464459 1. (CXX) g++ options: -O3 -march=native -std=c++11 -fno-builtin-memcmp -fno-rtti -rdynamic -lpthread
Facebook RocksDB Test: Random Read OpenBenchmarking.org Op/s, More Is Better Facebook RocksDB 6.3.6 Test: Random Read GM-1000 CompuLab Airtop3 Karbon 700 CompuLab Airtop 9M 18M 27M 36M 45M SE +/- 338773.40, N = 4 SE +/- 49809.36, N = 3 SE +/- 368380.75, N = 3 SE +/- 86603.84, N = 3 24616331 43465596 31537972 18625043 1. (CXX) g++ options: -O3 -march=native -std=c++11 -fno-builtin-memcmp -fno-rtti -rdynamic -lpthread
Facebook RocksDB Test: Sequential Fill OpenBenchmarking.org Op/s, More Is Better Facebook RocksDB 6.3.6 Test: Sequential Fill GM-1000 CompuLab Airtop3 Karbon 700 CompuLab Airtop 300K 600K 900K 1200K 1500K SE +/- 13114.25, N = 15 SE +/- 12373.00, N = 15 SE +/- 13395.98, N = 5 SE +/- 2320.66, N = 4 981091 1321566 1033541 557302 1. (CXX) g++ options: -O3 -march=native -std=c++11 -fno-builtin-memcmp -fno-rtti -rdynamic -lpthread
Facebook RocksDB Test: Random Fill Sync OpenBenchmarking.org Op/s, More Is Better Facebook RocksDB 6.3.6 Test: Random Fill Sync GM-1000 CompuLab Airtop3 Karbon 700 CompuLab Airtop 2K 4K 6K 8K 10K SE +/- 40.71, N = 15 SE +/- 4.06, N = 3 SE +/- 68.24, N = 3 SE +/- 4.93, N = 3 3473 2344 9175 624 1. (CXX) g++ options: -O3 -march=native -std=c++11 -fno-builtin-memcmp -fno-rtti -rdynamic -lpthread
Facebook RocksDB Test: Read While Writing OpenBenchmarking.org Op/s, More Is Better Facebook RocksDB 6.3.6 Test: Read While Writing GM-1000 CompuLab Airtop3 Karbon 700 CompuLab Airtop 400K 800K 1200K 1600K 2000K SE +/- 8029.23, N = 8 SE +/- 19030.80, N = 9 SE +/- 15797.71, N = 3 SE +/- 1361.04, N = 3 808736 1923373 1522459 864066 1. (CXX) g++ options: -O3 -march=native -std=c++11 -fno-builtin-memcmp -fno-rtti -rdynamic -lpthread
Facebook RocksDB CPU Temperature Monitor Min Avg Max GM-1000 61.0 69.1 76.0 CompuLab Airtop3 51.0 71.4 83.0 Karbon 700 51.0 63.1 72.0 CompuLab Airtop 55.0 73.6 77.0 OpenBenchmarking.org Celsius, Fewer Is Better Facebook RocksDB 6.3.6 CPU Temperature Monitor 20 40 60 80 100
Facebook RocksDB System Temperature Monitor Min Avg Max GM-1000 64.0 71.4 75.0 CompuLab Airtop3 27.8 27.8 27.8 Karbon 700 27.8 27.8 27.8 CompuLab Airtop 27.8 27.8 27.8 OpenBenchmarking.org Celsius, Fewer Is Better Facebook RocksDB 6.3.6 System Temperature Monitor 20 40 60 80 100
Facebook RocksDB CPU Temperature Monitor Min Avg Max GM-1000 62.0 69.3 80.0 CompuLab Airtop3 53.0 73.0 91.0 Karbon 700 52.0 67.1 79.0 CompuLab Airtop 56.0 82.7 87.0 OpenBenchmarking.org Celsius, Fewer Is Better Facebook RocksDB 6.3.6 CPU Temperature Monitor 20 40 60 80 100
Facebook RocksDB System Temperature Monitor Min Avg Max GM-1000 64.0 74.3 75.0 CompuLab Airtop3 27.8 27.8 27.8 Karbon 700 27.8 27.8 27.8 CompuLab Airtop 27.8 27.8 27.8 OpenBenchmarking.org Celsius, Fewer Is Better Facebook RocksDB 6.3.6 System Temperature Monitor 20 40 60 80 100
Facebook RocksDB CPU Temperature Monitor Min Avg Max GM-1000 62.0 68.8 77.0 CompuLab Airtop3 54.0 72.4 84.0 Karbon 700 52.0 64.9 72.0 CompuLab Airtop 58.0 72.5 78.0 OpenBenchmarking.org Celsius, Fewer Is Better Facebook RocksDB 6.3.6 CPU Temperature Monitor 20 40 60 80 100
Facebook RocksDB System Temperature Monitor Min Avg Max GM-1000 64.0 71.1 76.0 CompuLab Airtop3 27.8 27.8 27.8 Karbon 700 27.8 27.8 27.8 CompuLab Airtop 27.8 27.8 27.8 OpenBenchmarking.org Celsius, Fewer Is Better Facebook RocksDB 6.3.6 System Temperature Monitor 20 40 60 80 100
Facebook RocksDB CPU Temperature Monitor Min Avg Max GM-1000 55.0 57.6 62.0 CompuLab Airtop3 46.0 49.9 55.0 Karbon 700 49.0 50.6 54.0 CompuLab Airtop 52.0 54.0 58.0 OpenBenchmarking.org Celsius, Fewer Is Better Facebook RocksDB 6.3.6 CPU Temperature Monitor 20 40 60 80 100
Facebook RocksDB System Temperature Monitor Min Avg Max GM-1000 64.0 64.7 65.0 CompuLab Airtop3 27.8 27.8 27.8 Karbon 700 27.8 27.8 27.8 CompuLab Airtop 27.8 27.8 27.8 OpenBenchmarking.org Celsius, Fewer Is Better Facebook RocksDB 6.3.6 System Temperature Monitor 20 40 60 80 100
Facebook RocksDB CPU Temperature Monitor Min Avg Max GM-1000 55.0 65.7 74.0 CompuLab Airtop3 45.0 69.9 86.0 Karbon 700 48.0 64.1 72.0 CompuLab Airtop 52.0 76.3 80.0 OpenBenchmarking.org Celsius, Fewer Is Better Facebook RocksDB 6.3.6 CPU Temperature Monitor 20 40 60 80 100
Facebook RocksDB System Temperature Monitor Min Avg Max GM-1000 54.0 66.0 75.0 CompuLab Airtop3 27.8 27.8 27.8 Karbon 700 27.8 27.8 27.8 CompuLab Airtop 27.8 27.8 27.8 OpenBenchmarking.org Celsius, Fewer Is Better Facebook RocksDB 6.3.6 System Temperature Monitor 20 40 60 80 100
FFTE N=256, 3D Complex FFT Routine OpenBenchmarking.org MFLOPS, More Is Better FFTE 7.0 N=256, 3D Complex FFT Routine GM-1000 CompuLab Airtop3 Karbon 700 CompuLab Airtop 7K 14K 21K 28K 35K SE +/- 47.47, N = 11 SE +/- 76.97, N = 11 SE +/- 18.12, N = 9 SE +/- 59.46, N = 9 30890.91 30993.64 17775.75 19794.11 1. (F9X) gfortran options: -O3 -fomit-frame-pointer -fopenmp
FFTE CPU Temperature Monitor Min Avg Max GM-1000 58.0 64.4 74.0 CompuLab Airtop3 58.0 67.7 85.0 Karbon 700 53.0 60.0 68.0 CompuLab Airtop 61.0 71.8 86.0 OpenBenchmarking.org Celsius, Fewer Is Better FFTE 7.0 CPU Temperature Monitor 20 40 60 80 100
FFTE System Temperature Monitor Min Avg Max GM-1000 64.0 64.5 75.0 CompuLab Airtop3 27.8 27.8 27.8 Karbon 700 27.8 27.8 27.8 CompuLab Airtop 27.8 27.8 27.8 OpenBenchmarking.org Celsius, Fewer Is Better FFTE 7.0 System Temperature Monitor 20 40 60 80 100
Git Time To Complete Common Git Commands OpenBenchmarking.org Seconds, Fewer Is Better Git Time To Complete Common Git Commands GM-1000 CompuLab Airtop3 Karbon 700 CompuLab Airtop 14 28 42 56 70 SE +/- 0.41, N = 3 SE +/- 0.08, N = 3 SE +/- 0.16, N = 3 SE +/- 0.17, N = 3 60.37 44.97 56.45 59.83 1. git version 2.27.0
Git CPU Temperature Monitor Min Avg Max GM-1000 60.0 70.8 74.0 CompuLab Airtop3 53.0 74.5 79.0 Karbon 700 51.0 62.4 65.0 CompuLab Airtop 58.0 69.6 73.0 OpenBenchmarking.org Celsius, Fewer Is Better Git CPU Temperature Monitor 20 40 60 80 100
Git System Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better Git System Temperature Monitor CompuLab Airtop CompuLab Airtop3 Karbon 700 14 28 42 56 70 64.0 27.8 27.8
GLmark2 Resolution: 1920 x 1080 OpenBenchmarking.org Score, More Is Better GLmark2 2020.04 Resolution: 1920 x 1080 GM-1000 Karbon 700 CompuLab Airtop 800 1600 2400 3200 4000 3442 524 3718
GLmark2 CPU Temperature Monitor Min Avg Max GM-1000 55.0 69.4 72.0 CompuLab Airtop3 34.0 35.5 38.0 Karbon 700 44.0 50.7 53.0 CompuLab Airtop 46.0 56.4 59.0 OpenBenchmarking.org Celsius, Fewer Is Better GLmark2 2020.04 CPU Temperature Monitor 20 40 60 80 100
GLmark2 System Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better GLmark2 2020.04 System Temperature Monitor CompuLab Airtop CompuLab Airtop3 Karbon 700 15 30 45 60 75 65.0 27.8 27.8
GNU Octave Benchmark OpenBenchmarking.org Seconds, Fewer Is Better GNU Octave Benchmark 5.2.0 GM-1000 CompuLab Airtop3 Karbon 700 CompuLab Airtop 2 4 6 8 10 SE +/- 0.022, N = 6 SE +/- 0.020, N = 6 SE +/- 0.027, N = 5 SE +/- 0.032, N = 5 8.007 6.485 8.569 8.601
GNU Octave Benchmark CPU Temperature Monitor Min Avg Max GM-1000 61.0 67.3 74.0 CompuLab Airtop3 53.0 66.6 83.0 Karbon 700 52.0 58.5 67.0 CompuLab Airtop 59.0 66.6 74.0 OpenBenchmarking.org Celsius, Fewer Is Better GNU Octave Benchmark 5.2.0 CPU Temperature Monitor 20 40 60 80 100
GNU Octave Benchmark System Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better GNU Octave Benchmark 5.2.0 System Temperature Monitor CompuLab Airtop CompuLab Airtop3 Karbon 700 14 28 42 56 70 64.0 27.8 27.8
GROMACS Water Benchmark OpenBenchmarking.org Ns Per Day, More Is Better GROMACS 2020.3 Water Benchmark GM-1000 CompuLab Airtop3 Karbon 700 CompuLab Airtop 0.1843 0.3686 0.5529 0.7372 0.9215 SE +/- 0.001, N = 3 SE +/- 0.002, N = 3 SE +/- 0.001, N = 3 SE +/- 0.006, N = 3 0.533 0.819 0.517 0.466 1. (CXX) g++ options: -O3 -pthread -lrt -lpthread -lm
GROMACS CPU Temperature Monitor Min Avg Max GM-1000 58.0 67.5 77.0 CompuLab Airtop3 53.0 72.2 89.0 Karbon 700 50.0 64.8 74.0 CompuLab Airtop 50.0 85.6 95.0 OpenBenchmarking.org Celsius, Fewer Is Better GROMACS 2020.3 CPU Temperature Monitor 20 40 60 80 100
GROMACS System Temperature Monitor Min Avg Max GM-1000 64.0 67.7 75.0 CompuLab Airtop3 27.8 27.8 27.8 Karbon 700 27.8 27.8 27.8 CompuLab Airtop 27.8 27.8 27.8 OpenBenchmarking.org Celsius, Fewer Is Better GROMACS 2020.3 System Temperature Monitor 20 40 60 80 100
Hierarchical INTegration Test: FLOAT OpenBenchmarking.org QUIPs, More Is Better Hierarchical INTegration 1.0 Test: FLOAT GM-1000 CompuLab Airtop3 Karbon 700 CompuLab Airtop 100M 200M 300M 400M 500M SE +/- 534147.70, N = 3 SE +/- 825158.10, N = 3 SE +/- 666152.61, N = 3 SE +/- 478845.36, N = 3 360309999.32 471438878.81 371786567.43 370080894.80 1. (CC) gcc options: -O3 -march=native -lm
Hierarchical INTegration CPU Temperature Monitor Min Avg Max GM-1000 59.0 66.6 69.0 CompuLab Airtop3 43.0 63.4 76.0 Karbon 700 46.0 57.2 62.0 CompuLab Airtop 53.0 65.3 72.0 OpenBenchmarking.org Celsius, Fewer Is Better Hierarchical INTegration 1.0 CPU Temperature Monitor 20 40 60 80 100
Hierarchical INTegration System Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better Hierarchical INTegration 1.0 System Temperature Monitor CompuLab Airtop CompuLab Airtop3 Karbon 700 14 28 42 56 70 64.0 27.8 27.8
High Performance Conjugate Gradient OpenBenchmarking.org GFLOP/s, More Is Better High Performance Conjugate Gradient 3.1 GM-1000 CompuLab Airtop3 Karbon 700 CompuLab Airtop 0.9203 1.8406 2.7609 3.6812 4.6015 SE +/- 0.00058, N = 3 SE +/- 0.00092, N = 3 SE +/- 0.00031, N = 3 SE +/- 0.00891, N = 3 3.70831 4.09016 2.31499 2.71061 1. (CXX) g++ options: -O3 -ffast-math -ftree-vectorize -pthread -lmpi_cxx -lmpi
High Performance Conjugate Gradient CPU Temperature Monitor Min Avg Max GM-1000 61.0 69.0 76.0 CompuLab Airtop3 49.0 68.5 83.0 Karbon 700 48.0 59.3 65.0 CompuLab Airtop 57.0 73.3 78.0 OpenBenchmarking.org Celsius, Fewer Is Better High Performance Conjugate Gradient 3.1 CPU Temperature Monitor 20 40 60 80 100
High Performance Conjugate Gradient System Temperature Monitor Min Avg Max GM-1000 64.0 74.7 75.0 CompuLab Airtop3 27.8 27.8 27.8 Karbon 700 27.8 27.8 27.8 CompuLab Airtop 27.8 27.8 27.8 OpenBenchmarking.org Celsius, Fewer Is Better High Performance Conjugate Gradient 3.1 System Temperature Monitor 20 40 60 80 100
Hugin Panorama Photo Assistant + Stitching Time OpenBenchmarking.org Seconds, Fewer Is Better Hugin Panorama Photo Assistant + Stitching Time GM-1000 CompuLab Airtop3 Karbon 700 CompuLab Airtop 20 40 60 80 100 SE +/- 0.89, N = 3 SE +/- 0.49, N = 3 SE +/- 0.35, N = 3 SE +/- 0.60, N = 3 75.79 45.84 58.57 75.99
Hugin CPU Temperature Monitor Min Avg Max GM-1000 61.0 72.2 77.0 CompuLab Airtop3 56.0 80.1 92.0 Karbon 700 52.0 67.0 75.0 CompuLab Airtop 62.0 79.0 90.0 OpenBenchmarking.org Celsius, Fewer Is Better Hugin CPU Temperature Monitor 20 40 60 80 100
Hugin System Temperature Monitor Min Avg Max GM-1000 64.0 74.1 75.0 CompuLab Airtop3 27.8 27.8 27.8 Karbon 700 27.8 27.8 27.8 CompuLab Airtop 27.8 27.8 27.8 OpenBenchmarking.org Celsius, Fewer Is Better Hugin System Temperature Monitor 20 40 60 80 100
Incompact3D Input: Cylinder OpenBenchmarking.org Seconds, Fewer Is Better Incompact3D 2020-09-17 Input: Cylinder GM-1000 CompuLab Airtop3 Karbon 700 CompuLab Airtop 200 400 600 800 1000 SE +/- 1.81, N = 3 SE +/- 1.24, N = 3 SE +/- 1.81, N = 3 SE +/- 4.69, N = 3 706.79 378.58 512.73 1024.47 1. (F9X) gfortran options: -cpp -funroll-loops -floop-optimize -fcray-pointer -fbacktrace -pthread -lmpi_usempif08 -lmpi_mpifh -lmpi -lopen-rte -lopen-pal -lhwloc -ldl -levent -levent_pthreads -lutil -lm -lrt -lz
Incompact3D CPU Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better Incompact3D 2020-09-17 CPU Temperature Monitor GM-1000 CompuLab Airtop3 Karbon 700 CompuLab Airtop 20 40 60 80 100 Min: 59 / Avg: 68.96 / Max: 78 Min: 51 / Avg: 76.24 / Max: 88 Min: 49 / Avg: 67.53 / Max: 76 Min: 55 / Avg: 83.32 / Max: 87
Incompact3D System Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better Incompact3D 2020-09-17 System Temperature Monitor GM-1000 CompuLab Airtop3 Karbon 700 CompuLab Airtop 14 28 42 56 70 Min: 64 / Avg: 74.91 / Max: 75 Min: 27.8 / Avg: 27.8 / Max: 27.8 Min: 27.8 / Avg: 27.8 / Max: 27.8 Min: 27.8 / Avg: 27.8 / Max: 27.8
Intel Open Image Denoise Scene: Memorial OpenBenchmarking.org Images / Sec, More Is Better Intel Open Image Denoise 1.2.0 Scene: Memorial GM-1000 CompuLab Airtop3 Karbon 700 CompuLab Airtop 2 4 6 8 10 SE +/- 0.04, N = 6 SE +/- 0.10, N = 3 SE +/- 0.09, N = 3 SE +/- 0.01, N = 3 3.70 7.53 5.27 3.50
Intel Open Image Denoise CPU Temperature Monitor Min Avg Max GM-1000 61.0 68.6 77.0 CompuLab Airtop3 57.0 73.8 89.0 Karbon 700 54.0 67.1 79.0 CompuLab Airtop 60.0 88.3 93.0 OpenBenchmarking.org Celsius, Fewer Is Better Intel Open Image Denoise 1.2.0 CPU Temperature Monitor 20 40 60 80 100
Intel Open Image Denoise System Temperature Monitor Min Avg Max GM-1000 64.0 74.2 75.0 CompuLab Airtop3 27.8 27.8 27.8 Karbon 700 27.8 27.8 27.8 CompuLab Airtop 27.8 27.8 27.8 OpenBenchmarking.org Celsius, Fewer Is Better Intel Open Image Denoise 1.2.0 System Temperature Monitor 20 40 60 80 100
IOR Write Test OpenBenchmarking.org MB/s, More Is Better IOR 3.2.1 Write Test GM-1000 CompuLab Airtop3 Karbon 700 CompuLab Airtop 140 280 420 560 700 SE +/- 32.44, N = 15 SE +/- 0.83, N = 13 SE +/- 6.43, N = 15 SE +/- 0.19, N = 11 461.45 253.17 652.88 77.35 MIN: 18.41 / MAX: 691.92 MIN: 74.4 / MAX: 323.5 MIN: 125.89 / MAX: 1003.71 MIN: 37.51 / MAX: 96.26 1. (CC) gcc options: -O2 -lm -pthread -lmpi
IOR Read Test OpenBenchmarking.org MB/s, More Is Better IOR 3.2.1 Read Test GM-1000 CompuLab Airtop3 Karbon 700 CompuLab Airtop 200 400 600 800 1000 SE +/- 4.42, N = 15 SE +/- 4.11, N = 13 SE +/- 0.53, N = 15 SE +/- 0.82, N = 11 476.15 1052.00 517.18 232.45 MIN: 10.65 / MAX: 548.82 MIN: 53.05 / MAX: 1439 MIN: 142.77 / MAX: 594.11 MIN: 207.97 / MAX: 242.21 1. (CC) gcc options: -O2 -lm -pthread -lmpi
IOR CPU Temperature Monitor Min Avg Max GM-1000 49.0 49.7 51.0 CompuLab Airtop3 44.0 45.3 49.0 Karbon 700 38.0 38.4 39.0 CompuLab Airtop 40.0 40.0 40.0 OpenBenchmarking.org Celsius, Fewer Is Better IOR 3.2.1 CPU Temperature Monitor 15 30 45 60 75
IOR System Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better IOR 3.2.1 System Temperature Monitor CompuLab Airtop CompuLab Airtop3 Karbon 700 12 24 36 48 60 54.0 27.8 27.8
Java Gradle Build Gradle Build: Reactor OpenBenchmarking.org Seconds, Fewer Is Better Java Gradle Build Gradle Build: Reactor GM-1000 CompuLab Airtop3 Karbon 700 CompuLab Airtop 60 120 180 240 300 SE +/- 3.29, N = 3 SE +/- 2.24, N = 12 SE +/- 3.91, N = 9 SE +/- 3.19, N = 9 271.43 196.07 256.35 251.69
Java Gradle Build CPU Temperature Monitor Min Avg Max GM-1000 59.0 70.6 76.0 CompuLab Airtop3 48.0 75.6 88.0 Karbon 700 48.0 64.9 74.0 CompuLab Airtop 52.0 68.3 78.0 OpenBenchmarking.org Celsius, Fewer Is Better Java Gradle Build CPU Temperature Monitor 20 40 60 80 100
Java Gradle Build System Temperature Monitor Min Avg Max GM-1000 64.0 73.2 75.0 CompuLab Airtop3 27.8 27.8 27.8 Karbon 700 27.8 27.8 27.8 CompuLab Airtop 27.8 27.8 27.8 OpenBenchmarking.org Celsius, Fewer Is Better Java Gradle Build System Temperature Monitor 20 40 60 80 100
John The Ripper Test: Blowfish OpenBenchmarking.org Real C/S, More Is Better John The Ripper 1.9.0-jumbo-1 Test: Blowfish GM-1000 CompuLab Airtop3 Karbon 700 CompuLab Airtop 3K 6K 9K 12K 15K SE +/- 60.95, N = 13 SE +/- 227.62, N = 4 SE +/- 103.18, N = 10 7654 15272 11227 6233 -lbz2 1. (CC) gcc options: -m64 -lssl -lcrypto -fopenmp -pthread -lm -lz -ldl -lcrypt
John The Ripper Test: MD5 OpenBenchmarking.org Real C/S, More Is Better John The Ripper 1.9.0-jumbo-1 Test: MD5 GM-1000 CompuLab Airtop3 Karbon 700 CompuLab Airtop 200K 400K 600K 800K 1000K SE +/- 3391.63, N = 15 SE +/- 10984.38, N = 4 SE +/- 6589.74, N = 7 SE +/- 115.39, N = 3 430834 836454 594105 399692 -lbz2 1. (CC) gcc options: -m64 -lssl -lcrypto -fopenmp -pthread -lm -lz -ldl -lcrypt
John The Ripper CPU Temperature Monitor Min Avg Max GM-1000 60.0 68.2 76.0 CompuLab Airtop3 50.0 72.9 88.0 Karbon 700 48.0 64.7 74.0 CompuLab Airtop 52.0 73.7 78.0 OpenBenchmarking.org Celsius, Fewer Is Better John The Ripper 1.9.0-jumbo-1 CPU Temperature Monitor 20 40 60 80 100
John The Ripper System Temperature Monitor Min Avg Max GM-1000 64.0 73.3 75.0 CompuLab Airtop3 27.8 27.8 27.8 Karbon 700 27.8 27.8 27.8 CompuLab Airtop 27.8 27.8 27.8 OpenBenchmarking.org Celsius, Fewer Is Better John The Ripper 1.9.0-jumbo-1 System Temperature Monitor 20 40 60 80 100
John The Ripper CPU Temperature Monitor Min Avg Max GM-1000 60.0 68.1 78.0 CompuLab Airtop3 52.0 72.5 89.0 Karbon 700 50.0 65.3 78.0 CompuLab Airtop 53.0 83.4 88.0 OpenBenchmarking.org Celsius, Fewer Is Better John The Ripper 1.9.0-jumbo-1 CPU Temperature Monitor 20 40 60 80 100
John The Ripper System Temperature Monitor Min Avg Max GM-1000 64.0 74.2 75.0 CompuLab Airtop3 27.8 27.8 27.8 Karbon 700 27.8 27.8 27.8 CompuLab Airtop 27.8 27.8 27.8 OpenBenchmarking.org Celsius, Fewer Is Better John The Ripper 1.9.0-jumbo-1 System Temperature Monitor 20 40 60 80 100
KeyDB OpenBenchmarking.org Ops/sec, More Is Better KeyDB 6.0.16 GM-1000 CompuLab Airtop3 Karbon 700 CompuLab Airtop 160K 320K 480K 640K 800K SE +/- 3781.40, N = 3 SE +/- 4773.08, N = 3 SE +/- 6113.88, N = 3 SE +/- 4325.50, N = 3 458524.51 751370.01 570969.82 346852.16 1. (CXX) g++ options: -O2 -levent_openssl -levent -lcrypto -lssl -lpthread -lz -lpcre
KeyDB CPU Temperature Monitor Min Avg Max GM-1000 58.0 65.3 73.0 CompuLab Airtop3 50.0 68.6 82.0 Karbon 700 48.0 61.4 70.0 CompuLab Airtop 46.0 65.7 73.0 OpenBenchmarking.org Celsius, Fewer Is Better KeyDB 6.0.16 CPU Temperature Monitor 20 40 60 80 100
KeyDB System Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better KeyDB 6.0.16 System Temperature Monitor CompuLab Airtop CompuLab Airtop3 Karbon 700 14 28 42 56 70 64.0 27.8 27.8
Kripke OpenBenchmarking.org Throughput FoM, More Is Better Kripke 1.2.4 GM-1000 CompuLab Airtop3 Karbon 700 CompuLab Airtop 5M 10M 15M 20M 25M SE +/- 42312.00, N = 3 SE +/- 86477.80, N = 3 SE +/- 187229.46, N = 9 SE +/- 47162.72, N = 4 20889583 21264093 5741904 3716694 1. (CXX) g++ options: -O3 -fopenmp
Kripke CPU Temperature Monitor Min Avg Max GM-1000 58.0 67.8 72.0 CompuLab Airtop3 43.0 67.6 81.0 Karbon 700 44.0 51.0 61.0 CompuLab Airtop 44.0 47.6 75.0 OpenBenchmarking.org Celsius, Fewer Is Better Kripke 1.2.4 CPU Temperature Monitor 20 40 60 80 100
Kripke System Temperature Monitor Min Avg Max GM-1000 64.0 64.2 75.0 CompuLab Airtop3 27.8 27.8 27.8 Karbon 700 27.8 27.8 27.8 CompuLab Airtop 27.8 27.8 27.8 OpenBenchmarking.org Celsius, Fewer Is Better Kripke 1.2.4 System Temperature Monitor 20 40 60 80 100
Kvazaar Video Input: Bosphorus 4K - Video Preset: Medium OpenBenchmarking.org Frames Per Second, More Is Better Kvazaar 2.0 Video Input: Bosphorus 4K - Video Preset: Medium GM-1000 CompuLab Airtop3 Karbon 700 CompuLab Airtop 0.9585 1.917 2.8755 3.834 4.7925 SE +/- 0.01, N = 3 SE +/- 0.03, N = 3 SE +/- 0.02, N = 3 SE +/- 0.00, N = 3 1.99 4.26 3.03 1.98 1. (CC) gcc options: -pthread -ftree-vectorize -fvisibility=hidden -O2 -lpthread -lm -lrt
Kvazaar Video Input: Bosphorus 1080p - Video Preset: Medium OpenBenchmarking.org Frames Per Second, More Is Better Kvazaar 2.0 Video Input: Bosphorus 1080p - Video Preset: Medium GM-1000 CompuLab Airtop3 Karbon 700 CompuLab Airtop 5 10 15 20 25 SE +/- 0.15, N = 3 SE +/- 0.12, N = 3 SE +/- 0.23, N = 3 SE +/- 0.00, N = 3 9.01 19.02 13.81 8.63 1. (CC) gcc options: -pthread -ftree-vectorize -fvisibility=hidden -O2 -lpthread -lm -lrt
Kvazaar Video Input: Bosphorus 4K - Video Preset: Very Fast OpenBenchmarking.org Frames Per Second, More Is Better Kvazaar 2.0 Video Input: Bosphorus 4K - Video Preset: Very Fast GM-1000 CompuLab Airtop3 Karbon 700 CompuLab Airtop 3 6 9 12 15 SE +/- 0.06, N = 3 SE +/- 0.07, N = 3 SE +/- 0.10, N = 3 SE +/- 0.01, N = 3 5.62 12.05 8.61 5.33 1. (CC) gcc options: -pthread -ftree-vectorize -fvisibility=hidden -O2 -lpthread -lm -lrt
Kvazaar Video Input: Bosphorus 4K - Video Preset: Ultra Fast OpenBenchmarking.org Frames Per Second, More Is Better Kvazaar 2.0 Video Input: Bosphorus 4K - Video Preset: Ultra Fast GM-1000 CompuLab Airtop3 Karbon 700 CompuLab Airtop 5 10 15 20 25 SE +/- 0.15, N = 4 SE +/- 0.12, N = 3 SE +/- 0.24, N = 4 SE +/- 0.00, N = 3 10.38 22.21 16.00 9.74 1. (CC) gcc options: -pthread -ftree-vectorize -fvisibility=hidden -O2 -lpthread -lm -lrt
Kvazaar Video Input: Bosphorus 1080p - Video Preset: Very Fast OpenBenchmarking.org Frames Per Second, More Is Better Kvazaar 2.0 Video Input: Bosphorus 1080p - Video Preset: Very Fast GM-1000 CompuLab Airtop3 Karbon 700 CompuLab Airtop 11 22 33 44 55 SE +/- 0.24, N = 14 SE +/- 0.46, N = 4 SE +/- 0.34, N = 14 SE +/- 0.01, N = 3 23.54 47.21 34.69 21.55 1. (CC) gcc options: -pthread -ftree-vectorize -fvisibility=hidden -O2 -lpthread -lm -lrt
Kvazaar Video Input: Bosphorus 1080p - Video Preset: Ultra Fast OpenBenchmarking.org Frames Per Second, More Is Better Kvazaar 2.0 Video Input: Bosphorus 1080p - Video Preset: Ultra Fast GM-1000 CompuLab Airtop3 Karbon 700 CompuLab Airtop 20 40 60 80 100 SE +/- 0.87, N = 15 SE +/- 1.01, N = 7 SE +/- 0.80, N = 15 SE +/- 0.02, N = 4 44.45 91.46 67.53 39.00 1. (CC) gcc options: -pthread -ftree-vectorize -fvisibility=hidden -O2 -lpthread -lm -lrt
Kvazaar CPU Temperature Monitor Min Avg Max GM-1000 59.0 67.5 77.0 CompuLab Airtop3 47.0 70.8 90.0 Karbon 700 47.0 63.7 77.0 CompuLab Airtop 48.0 85.0 92.0 OpenBenchmarking.org Celsius, Fewer Is Better Kvazaar 2.0 CPU Temperature Monitor 20 40 60 80 100
Kvazaar System Temperature Monitor Min Avg Max GM-1000 64.0 71.5 75.0 CompuLab Airtop3 27.8 27.8 27.8 Karbon 700 27.8 27.8 27.8 CompuLab Airtop 27.8 27.8 27.8 OpenBenchmarking.org Celsius, Fewer Is Better Kvazaar 2.0 System Temperature Monitor 20 40 60 80 100
Kvazaar CPU Temperature Monitor Min Avg Max GM-1000 60.0 68.0 78.0 CompuLab Airtop3 54.0 72.8 90.0 Karbon 700 51.0 65.4 78.0 CompuLab Airtop 62.0 88.9 92.0 OpenBenchmarking.org Celsius, Fewer Is Better Kvazaar 2.0 CPU Temperature Monitor 20 40 60 80 100
Kvazaar System Temperature Monitor Min Avg Max GM-1000 64.0 74.3 75.0 CompuLab Airtop3 27.8 27.8 27.8 Karbon 700 27.8 27.8 27.8 CompuLab Airtop 27.8 27.8 27.8 OpenBenchmarking.org Celsius, Fewer Is Better Kvazaar 2.0 System Temperature Monitor 20 40 60 80 100
Kvazaar CPU Temperature Monitor Min Avg Max GM-1000 60.0 68.1 78.0 CompuLab Airtop3 54.0 73.7 91.0 Karbon 700 52.0 65.7 79.0 CompuLab Airtop 62.0 89.6 92.0 OpenBenchmarking.org Celsius, Fewer Is Better Kvazaar 2.0 CPU Temperature Monitor 20 40 60 80 100
Kvazaar System Temperature Monitor Min Avg Max GM-1000 64.0 74.6 75.0 CompuLab Airtop3 27.8 27.8 27.8 Karbon 700 27.8 27.8 27.8 CompuLab Airtop 27.8 27.8 27.8 OpenBenchmarking.org Celsius, Fewer Is Better Kvazaar 2.0 System Temperature Monitor 20 40 60 80 100
Kvazaar CPU Temperature Monitor Min Avg Max GM-1000 61.0 68.2 78.0 CompuLab Airtop3 55.0 73.1 90.0 Karbon 700 52.0 66.2 79.0 CompuLab Airtop 63.0 88.9 92.0 OpenBenchmarking.org Celsius, Fewer Is Better Kvazaar 2.0 CPU Temperature Monitor 20 40 60 80 100
Kvazaar System Temperature Monitor Min Avg Max GM-1000 64.0 74.2 75.0 CompuLab Airtop3 27.8 27.8 27.8 Karbon 700 27.8 27.8 27.8 CompuLab Airtop 27.8 27.8 27.8 OpenBenchmarking.org Celsius, Fewer Is Better Kvazaar 2.0 System Temperature Monitor 20 40 60 80 100
Kvazaar CPU Temperature Monitor Min Avg Max GM-1000 61.0 68.2 78.0 CompuLab Airtop3 55.0 72.5 90.0 Karbon 700 52.0 66.6 79.0 CompuLab Airtop 63.0 87.1 92.0 OpenBenchmarking.org Celsius, Fewer Is Better Kvazaar 2.0 CPU Temperature Monitor 20 40 60 80 100
Kvazaar System Temperature Monitor Min Avg Max GM-1000 64.0 73.3 75.0 CompuLab Airtop3 27.8 27.8 27.8 Karbon 700 27.8 27.8 27.8 CompuLab Airtop 27.8 27.8 27.8 OpenBenchmarking.org Celsius, Fewer Is Better Kvazaar 2.0 System Temperature Monitor 20 40 60 80 100
Kvazaar CPU Temperature Monitor Min Avg Max GM-1000 61.0 68.6 78.0 CompuLab Airtop3 55.0 73.1 91.0 Karbon 700 53.0 66.4 80.0 CompuLab Airtop 63.0 84.8 92.0 OpenBenchmarking.org Celsius, Fewer Is Better Kvazaar 2.0 CPU Temperature Monitor 20 40 60 80 100
Kvazaar System Temperature Monitor Min Avg Max GM-1000 64.0 72.3 75.0 CompuLab Airtop3 27.8 27.8 27.8 Karbon 700 27.8 27.8 27.8 CompuLab Airtop 27.8 27.8 27.8 OpenBenchmarking.org Celsius, Fewer Is Better Kvazaar 2.0 System Temperature Monitor 20 40 60 80 100
LAMMPS Molecular Dynamics Simulator Model: Rhodopsin Protein OpenBenchmarking.org ns/day, More Is Better LAMMPS Molecular Dynamics Simulator 24Aug2020 Model: Rhodopsin Protein GM-1000 CompuLab Airtop3 Karbon 700 CompuLab Airtop 2 4 6 8 10 SE +/- 0.047, N = 15 SE +/- 0.062, N = 10 SE +/- 0.006, N = 8 SE +/- 0.061, N = 15 4.870 6.786 5.116 2.488 1. (CXX) g++ options: -O3 -pthread -lm
LAMMPS Molecular Dynamics Simulator CPU Temperature Monitor Min Avg Max GM-1000 62.0 68.5 78.0 CompuLab Airtop3 59.0 71.1 91.0 Karbon 700 54.0 62.2 72.0 CompuLab Airtop 59.0 72.3 82.0 OpenBenchmarking.org Celsius, Fewer Is Better LAMMPS Molecular Dynamics Simulator 24Aug2020 CPU Temperature Monitor 20 40 60 80 100
LAMMPS Molecular Dynamics Simulator System Temperature Monitor Min Avg Max GM-1000 64.0 69.3 75.0 CompuLab Airtop3 27.8 27.8 27.8 Karbon 700 27.8 27.8 27.8 CompuLab Airtop 27.8 27.8 27.8 OpenBenchmarking.org Celsius, Fewer Is Better LAMMPS Molecular Dynamics Simulator 24Aug2020 System Temperature Monitor 20 40 60 80 100
LeelaChessZero Backend: BLAS OpenBenchmarking.org Nodes Per Second, More Is Better LeelaChessZero 0.26 Backend: BLAS GM-1000 CompuLab Airtop3 Karbon 700 CompuLab Airtop 200 400 600 800 1000 SE +/- 6.44, N = 3 SE +/- 8.54, N = 3 SE +/- 10.93, N = 3 784 840 335 784 1. (CXX) g++ options: -flto -pthread
LeelaChessZero Backend: Eigen OpenBenchmarking.org Nodes Per Second, More Is Better LeelaChessZero 0.26 Backend: Eigen GM-1000 CompuLab Airtop3 Karbon 700 CompuLab Airtop 160 320 480 640 800 SE +/- 2.52, N = 3 SE +/- 7.36, N = 3 SE +/- 4.33, N = 3 SE +/- 3.38, N = 3 758 765 306 737 1. (CXX) g++ options: -flto -pthread
LeelaChessZero CPU Temperature Monitor Min Avg Max GM-1000 62.0 70.5 78.0 CompuLab Airtop3 56.0 75.6 91.0 Karbon 700 50.0 66.0 74.0 CompuLab Airtop 58.0 88.5 96.0 OpenBenchmarking.org Celsius, Fewer Is Better LeelaChessZero 0.26 CPU Temperature Monitor 20 40 60 80 100
LeelaChessZero System Temperature Monitor Min Avg Max GM-1000 64.0 74.9 75.0 CompuLab Airtop3 27.8 27.8 27.8 Karbon 700 27.8 27.8 27.8 CompuLab Airtop 27.8 27.8 27.8 OpenBenchmarking.org Celsius, Fewer Is Better LeelaChessZero 0.26 System Temperature Monitor 20 40 60 80 100
LeelaChessZero CPU Temperature Monitor Min Avg Max GM-1000 63.0 71.3 79.0 CompuLab Airtop3 60.0 77.8 96.0 Karbon 700 54.0 67.9 75.0 CompuLab Airtop 64.0 90.2 96.0 OpenBenchmarking.org Celsius, Fewer Is Better LeelaChessZero 0.26 CPU Temperature Monitor 20 40 60 80 100
LeelaChessZero System Temperature Monitor Min Avg Max GM-1000 64.0 74.9 75.0 CompuLab Airtop3 27.8 27.8 27.8 Karbon 700 27.8 27.8 27.8 CompuLab Airtop 27.8 27.8 27.8 OpenBenchmarking.org Celsius, Fewer Is Better LeelaChessZero 0.26 System Temperature Monitor 20 40 60 80 100
LevelDB Benchmark: Hot Read OpenBenchmarking.org Microseconds Per Op, Fewer Is Better LevelDB 1.22 Benchmark: Hot Read GM-1000 CompuLab Airtop3 Karbon 700 CompuLab Airtop 3 6 9 12 15 SE +/- 0.045, N = 15 SE +/- 0.037, N = 6 SE +/- 0.133, N = 5 SE +/- 0.008, N = 8 4.854 6.836 10.180 4.156 1. (CXX) g++ options: -O3 -lsnappy -lpthread
LevelDB Benchmark: Fill Sync OpenBenchmarking.org MB/s, More Is Better LevelDB 1.22 Benchmark: Fill Sync GM-1000 CompuLab Airtop3 Karbon 700 CompuLab Airtop 0.315 0.63 0.945 1.26 1.575 SE +/- 0.00, N = 10 SE +/- 0.00, N = 6 SE +/- 0.08, N = 15 SE +/- 0.00, N = 5 0.4 0.3 1.4 0.1 1. (CXX) g++ options: -O3 -lsnappy -lpthread
LevelDB Benchmark: Fill Sync OpenBenchmarking.org Microseconds Per Op, Fewer Is Better LevelDB 1.22 Benchmark: Fill Sync GM-1000 CompuLab Airtop3 Karbon 700 CompuLab Airtop 2K 4K 6K 8K 10K SE +/- 8.65, N = 10 SE +/- 6.82, N = 6 SE +/- 74.53, N = 15 SE +/- 23.53, N = 5 2260.15 6472.06 1309.97 10317.68 1. (CXX) g++ options: -O3 -lsnappy -lpthread
LevelDB Benchmark: Overwrite OpenBenchmarking.org MB/s, More Is Better LevelDB 1.22 Benchmark: Overwrite GM-1000 CompuLab Airtop3 Karbon 700 CompuLab Airtop 11 22 33 44 55 SE +/- 0.26, N = 15 SE +/- 0.41, N = 15 SE +/- 1.32, N = 15 SE +/- 0.04, N = 8 30.8 48.3 32.9 20.4 1. (CXX) g++ options: -O3 -lsnappy -lpthread
LevelDB Benchmark: Overwrite OpenBenchmarking.org Microseconds Per Op, Fewer Is Better LevelDB 1.22 Benchmark: Overwrite GM-1000 CompuLab Airtop3 Karbon 700 CompuLab Airtop 12 24 36 48 60 SE +/- 0.24, N = 15 SE +/- 0.31, N = 15 SE +/- 2.50, N = 15 SE +/- 0.10, N = 8 28.73 36.69 55.25 43.33 1. (CXX) g++ options: -O3 -lsnappy -lpthread
LevelDB Benchmark: Random Fill OpenBenchmarking.org MB/s, More Is Better LevelDB 1.22 Benchmark: Random Fill GM-1000 CompuLab Airtop3 Karbon 700 CompuLab Airtop 11 22 33 44 55 SE +/- 0.32, N = 15 SE +/- 0.44, N = 15 SE +/- 1.18, N = 15 SE +/- 0.03, N = 8 31.1 49.0 33.1 20.4 1. (CXX) g++ options: -O3 -lsnappy -lpthread
LevelDB Benchmark: Random Fill OpenBenchmarking.org Microseconds Per Op, Fewer Is Better LevelDB 1.22 Benchmark: Random Fill GM-1000 CompuLab Airtop3 Karbon 700 CompuLab Airtop 12 24 36 48 60 SE +/- 0.30, N = 15 SE +/- 0.33, N = 15 SE +/- 2.43, N = 15 SE +/- 0.06, N = 8 28.46 36.18 54.61 43.39 1. (CXX) g++ options: -O3 -lsnappy -lpthread
LevelDB Benchmark: Random Read OpenBenchmarking.org Microseconds Per Op, Fewer Is Better LevelDB 1.22 Benchmark: Random Read GM-1000 CompuLab Airtop3 Karbon 700 CompuLab Airtop 3 6 9 12 15 SE +/- 0.022, N = 8 SE +/- 0.090, N = 15 SE +/- 0.166, N = 15 SE +/- 0.011, N = 8 4.748 7.663 10.229 4.152 1. (CXX) g++ options: -O3 -lsnappy -lpthread
LevelDB Benchmark: Seek Random OpenBenchmarking.org Microseconds Per Op, Fewer Is Better LevelDB 1.22 Benchmark: Seek Random GM-1000 CompuLab Airtop3 Karbon 700 CompuLab Airtop 4 8 12 16 20 SE +/- 0.070, N = 15 SE +/- 0.183, N = 15 SE +/- 0.156, N = 15 SE +/- 0.024, N = 7 5.928 8.937 13.673 5.479 1. (CXX) g++ options: -O3 -lsnappy -lpthread
LevelDB Benchmark: Random Delete OpenBenchmarking.org Microseconds Per Op, Fewer Is Better LevelDB 1.22 Benchmark: Random Delete GM-1000 CompuLab Airtop3 Karbon 700 CompuLab Airtop 10 20 30 40 50 SE +/- 0.34, N = 4 SE +/- 0.21, N = 3 SE +/- 0.14, N = 3 SE +/- 0.02, N = 3 26.19 33.74 44.01 43.80 1. (CXX) g++ options: -O3 -lsnappy -lpthread
LevelDB Benchmark: Sequential Fill OpenBenchmarking.org MB/s, More Is Better LevelDB 1.22 Benchmark: Sequential Fill GM-1000 CompuLab Airtop3 Karbon 700 CompuLab Airtop 12 24 36 48 60 SE +/- 0.41, N = 5 SE +/- 0.78, N = 3 SE +/- 0.15, N = 3 SE +/- 0.07, N = 3 32.5 52.8 40.5 19.8 1. (CXX) g++ options: -O3 -lsnappy -lpthread
LevelDB Benchmark: Sequential Fill OpenBenchmarking.org Microseconds Per Op, Fewer Is Better LevelDB 1.22 Benchmark: Sequential Fill GM-1000 CompuLab Airtop3 Karbon 700 CompuLab Airtop 10 20 30 40 50 SE +/- 0.33, N = 5 SE +/- 0.49, N = 3 SE +/- 0.15, N = 3 SE +/- 0.18, N = 3 27.20 33.55 43.66 44.66 1. (CXX) g++ options: -O3 -lsnappy -lpthread
LevelDB CPU Temperature Monitor Min Avg Max GM-1000 59.0 66.3 72.0 CompuLab Airtop3 53.0 69.7 82.0 Karbon 700 50.0 60.4 67.0 CompuLab Airtop 50.0 58.6 67.0 OpenBenchmarking.org Celsius, Fewer Is Better LevelDB 1.22 CPU Temperature Monitor 20 40 60 80 100
LevelDB System Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better LevelDB 1.22 System Temperature Monitor CompuLab Airtop CompuLab Airtop3 Karbon 700 14 28 42 56 70 64.0 27.8 27.8
LevelDB CPU Temperature Monitor Min Avg Max GM-1000 58.0 58.7 60.0 CompuLab Airtop3 49.0 50.7 53.0 Karbon 700 47.0 48.5 50.0 CompuLab Airtop 48.0 48.7 50.0 OpenBenchmarking.org Celsius, Fewer Is Better LevelDB 1.22 CPU Temperature Monitor 16 32 48 64 80
LevelDB System Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better LevelDB 1.22 System Temperature Monitor CompuLab Airtop CompuLab Airtop3 Karbon 700 14 28 42 56 70 64.0 27.8 27.8
LevelDB CPU Temperature Monitor Min Avg Max GM-1000 57.0 60.9 67.0 CompuLab Airtop3 48.0 55.9 76.0 Karbon 700 46.0 52.3 61.0 CompuLab Airtop 48.0 50.5 58.0 OpenBenchmarking.org Celsius, Fewer Is Better LevelDB 1.22 CPU Temperature Monitor 20 40 60 80 100
LevelDB System Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better LevelDB 1.22 System Temperature Monitor CompuLab Airtop CompuLab Airtop3 Karbon 700 14 28 42 56 70 64.0 27.8 27.8
LevelDB CPU Temperature Monitor Min Avg Max GM-1000 57.0 60.8 68.0 CompuLab Airtop3 47.0 57.2 77.0 Karbon 700 47.0 51.2 61.0 CompuLab Airtop 47.0 50.4 58.0 OpenBenchmarking.org Celsius, Fewer Is Better LevelDB 1.22 CPU Temperature Monitor 20 40 60 80 100
LevelDB System Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better LevelDB 1.22 System Temperature Monitor CompuLab Airtop CompuLab Airtop3 Karbon 700 14 28 42 56 70 64.0 27.8 27.8
LevelDB CPU Temperature Monitor Min Avg Max GM-1000 57.0 63.6 70.0 CompuLab Airtop3 47.0 65.3 77.0 Karbon 700 46.0 58.1 63.0 CompuLab Airtop 47.0 55.4 64.0 OpenBenchmarking.org Celsius, Fewer Is Better LevelDB 1.22 CPU Temperature Monitor 20 40 60 80 100
LevelDB System Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better LevelDB 1.22 System Temperature Monitor CompuLab Airtop CompuLab Airtop3 Karbon 700 14 28 42 56 70 64.0 27.8 27.8
LevelDB CPU Temperature Monitor Min Avg Max GM-1000 58.0 65.0 71.0 CompuLab Airtop3 50.0 68.6 78.0 Karbon 700 48.0 60.9 65.0 CompuLab Airtop 47.0 57.8 66.0 OpenBenchmarking.org Celsius, Fewer Is Better LevelDB 1.22 CPU Temperature Monitor 20 40 60 80 100
LevelDB System Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better LevelDB 1.22 System Temperature Monitor CompuLab Airtop CompuLab Airtop3 Karbon 700 14 28 42 56 70 64.0 27.8 27.8
LevelDB CPU Temperature Monitor Min Avg Max GM-1000 58.0 65.0 72.0 CompuLab Airtop3 52.0 65.7 79.0 Karbon 700 50.0 58.2 65.0 CompuLab Airtop 48.0 51.8 61.0 OpenBenchmarking.org Celsius, Fewer Is Better LevelDB 1.22 CPU Temperature Monitor 20 40 60 80 100
LevelDB System Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better LevelDB 1.22 System Temperature Monitor CompuLab Airtop CompuLab Airtop3 Karbon 700 14 28 42 56 70 64.0 27.8 27.8
LevelDB CPU Temperature Monitor Min Avg Max GM-1000 58.0 64.9 70.0 CompuLab Airtop3 51.0 66.7 81.0 Karbon 700 49.0 57.2 62.0 CompuLab Airtop 47.0 51.0 58.0 OpenBenchmarking.org Celsius, Fewer Is Better LevelDB 1.22 CPU Temperature Monitor 20 40 60 80 100
LevelDB System Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better LevelDB 1.22 System Temperature Monitor CompuLab Airtop CompuLab Airtop3 Karbon 700 14 28 42 56 70 64.0 27.8 27.8
libavif avifenc Encoder Speed: 0 OpenBenchmarking.org Seconds, Fewer Is Better libavif avifenc 0.7.3 Encoder Speed: 0 GM-1000 CompuLab Airtop3 Karbon 700 CompuLab Airtop 40 80 120 160 200 SE +/- 0.11, N = 3 SE +/- 0.27, N = 3 SE +/- 0.22, N = 3 SE +/- 0.73, N = 3 190.82 99.61 134.33 203.07 1. (CXX) g++ options: -O3 -fPIC
libavif avifenc Encoder Speed: 2 OpenBenchmarking.org Seconds, Fewer Is Better libavif avifenc 0.7.3 Encoder Speed: 2 GM-1000 CompuLab Airtop3 Karbon 700 CompuLab Airtop 30 60 90 120 150 SE +/- 1.76, N = 3 SE +/- 0.11, N = 3 SE +/- 0.57, N = 3 SE +/- 0.45, N = 3 110.74 59.41 77.81 120.46 1. (CXX) g++ options: -O3 -fPIC
libavif avifenc Encoder Speed: 8 OpenBenchmarking.org Seconds, Fewer Is Better libavif avifenc 0.7.3 Encoder Speed: 8 GM-1000 CompuLab Airtop3 Karbon 700 CompuLab Airtop 3 6 9 12 15 SE +/- 0.014, N = 6 SE +/- 0.006, N = 7 SE +/- 0.013, N = 6 SE +/- 0.014, N = 5 6.672 5.086 6.354 8.983 1. (CXX) g++ options: -O3 -fPIC
libavif avifenc Encoder Speed: 10 OpenBenchmarking.org Seconds, Fewer Is Better libavif avifenc 0.7.3 Encoder Speed: 10 GM-1000 CompuLab Airtop3 Karbon 700 CompuLab Airtop 2 4 6 8 10 SE +/- 0.007, N = 7 SE +/- 0.001, N = 8 SE +/- 0.006, N = 7 SE +/- 0.010, N = 6 6.283 4.805 5.999 8.259 1. (CXX) g++ options: -O3 -fPIC
libavif avifenc CPU Temperature Monitor Min Avg Max GM-1000 61.0 69.5 78.0 CompuLab Airtop3 57.0 77.9 94.0 Karbon 700 54.0 68.8 81.0 CompuLab Airtop 60.0 86.3 91.0 OpenBenchmarking.org Celsius, Fewer Is Better libavif avifenc 0.7.3 CPU Temperature Monitor 20 40 60 80 100
libavif avifenc System Temperature Monitor Min Avg Max GM-1000 64.0 74.6 75.0 CompuLab Airtop3 27.8 27.8 27.8 Karbon 700 27.8 27.8 27.8 CompuLab Airtop 27.8 27.8 27.8 OpenBenchmarking.org Celsius, Fewer Is Better libavif avifenc 0.7.3 System Temperature Monitor 20 40 60 80 100
libavif avifenc CPU Temperature Monitor Min Avg Max GM-1000 61.0 69.4 78.0 CompuLab Airtop3 56.0 76.7 94.0 Karbon 700 53.0 69.0 81.0 CompuLab Airtop 60.0 86.4 92.0 OpenBenchmarking.org Celsius, Fewer Is Better libavif avifenc 0.7.3 CPU Temperature Monitor 20 40 60 80 100
libavif avifenc System Temperature Monitor Min Avg Max GM-1000 64.0 74.3 75.0 CompuLab Airtop3 27.8 27.8 27.8 Karbon 700 27.8 27.8 27.8 CompuLab Airtop 27.8 27.8 27.8 OpenBenchmarking.org Celsius, Fewer Is Better libavif avifenc 0.7.3 System Temperature Monitor 20 40 60 80 100
libavif avifenc CPU Temperature Monitor Min Avg Max GM-1000 60.0 69.0 77.0 CompuLab Airtop3 55.0 70.8 95.0 Karbon 700 53.0 62.5 75.0 CompuLab Airtop 61.0 71.2 86.0 OpenBenchmarking.org Celsius, Fewer Is Better libavif avifenc 0.7.3 CPU Temperature Monitor 20 40 60 80 100
libavif avifenc System Temperature Monitor Min Avg Max GM-1000 64.0 66.9 75.0 CompuLab Airtop3 27.8 27.8 27.8 Karbon 700 27.8 27.8 27.8 CompuLab Airtop 27.8 27.8 27.8 OpenBenchmarking.org Celsius, Fewer Is Better libavif avifenc 0.7.3 System Temperature Monitor 20 40 60 80 100
libavif avifenc CPU Temperature Monitor Min Avg Max GM-1000 60.0 67.4 77.0 CompuLab Airtop3 53.0 67.5 88.0 Karbon 700 52.0 61.8 72.0 CompuLab Airtop 59.0 70.0 84.0 OpenBenchmarking.org Celsius, Fewer Is Better libavif avifenc 0.7.3 CPU Temperature Monitor 20 40 60 80 100
libavif avifenc System Temperature Monitor Min Avg Max GM-1000 64.0 66.4 75.0 CompuLab Airtop3 27.8 27.8 27.8 Karbon 700 27.8 27.8 27.8 CompuLab Airtop 27.8 27.8 27.8 OpenBenchmarking.org Celsius, Fewer Is Better libavif avifenc 0.7.3 System Temperature Monitor 20 40 60 80 100
LibRaw Post-Processing Benchmark OpenBenchmarking.org Mpix/sec, More Is Better LibRaw 0.20 Post-Processing Benchmark GM-1000 CompuLab Airtop3 Karbon 700 CompuLab Airtop 8 16 24 32 40 SE +/- 0.32, N = 3 SE +/- 0.10, N = 3 SE +/- 0.08, N = 3 SE +/- 0.10, N = 3 27.26 33.35 27.12 28.32 1. (CXX) g++ options: -O2 -fopenmp -ljpeg -lz -lm
LibRaw CPU Temperature Monitor Min Avg Max GM-1000 59.0 69.9 74.0 CompuLab Airtop3 50.0 74.4 82.0 Karbon 700 48.0 62.7 68.0 CompuLab Airtop 51.0 68.5 74.0 OpenBenchmarking.org Celsius, Fewer Is Better LibRaw 0.20 CPU Temperature Monitor 20 40 60 80 100
LibRaw System Temperature Monitor Min Avg Max GM-1000 64.0 69.6 75.0 CompuLab Airtop3 27.8 27.8 27.8 Karbon 700 27.8 27.8 27.8 CompuLab Airtop 27.8 27.8 27.8 OpenBenchmarking.org Celsius, Fewer Is Better LibRaw 0.20 System Temperature Monitor 20 40 60 80 100
librsvg Operation: SVG Files To PNG OpenBenchmarking.org Seconds, Fewer Is Better librsvg Operation: SVG Files To PNG GM-1000 CompuLab Airtop3 Karbon 700 CompuLab Airtop 6 12 18 24 30 SE +/- 0.42, N = 3 SE +/- 0.06, N = 3 SE +/- 0.13, N = 3 SE +/- 0.26, N = 3 24.63 18.22 22.56 26.72 1. rsvg-convert version 2.50.1
librsvg CPU Temperature Monitor Min Avg Max GM-1000 61.0 69.0 73.0 CompuLab Airtop3 53.0 68.4 77.0 Karbon 700 52.0 61.2 65.0 CompuLab Airtop 57.0 64.8 69.0 OpenBenchmarking.org Celsius, Fewer Is Better librsvg CPU Temperature Monitor 20 40 60 80 100
librsvg System Temperature Monitor Min Avg Max GM-1000 64.0 69.8 75.0 CompuLab Airtop3 27.8 27.8 27.8 Karbon 700 27.8 27.8 27.8 CompuLab Airtop 27.8 27.8 27.8 OpenBenchmarking.org Celsius, Fewer Is Better librsvg System Temperature Monitor 20 40 60 80 100
LuxCoreRender Scene: DLSC OpenBenchmarking.org M samples/sec, More Is Better LuxCoreRender 2.3 Scene: DLSC GM-1000 CompuLab Airtop3 Karbon 700 CompuLab Airtop 0.3173 0.6346 0.9519 1.2692 1.5865 SE +/- 0.01, N = 15 SE +/- 0.02, N = 3 SE +/- 0.01, N = 9 SE +/- 0.00, N = 3 0.67 1.41 1.05 0.67 MIN: 0.59 / MAX: 0.97 MIN: 1.31 / MAX: 1.69 MIN: 0.95 / MAX: 1.29 MIN: 0.65 / MAX: 0.68
LuxCoreRender Scene: Rainbow Colors and Prism OpenBenchmarking.org M samples/sec, More Is Better LuxCoreRender 2.3 Scene: Rainbow Colors and Prism GM-1000 CompuLab Airtop3 Karbon 700 CompuLab Airtop 0.3443 0.6886 1.0329 1.3772 1.7215 SE +/- 0.01, N = 12 SE +/- 0.01, N = 3 SE +/- 0.02, N = 4 SE +/- 0.00, N = 3 0.75 1.53 1.15 0.73 MIN: 0.65 / MAX: 1.15 MIN: 1.48 / MAX: 1.81 MIN: 1.06 / MAX: 1.42 MIN: 0.7 / MAX: 0.8
LuxCoreRender CPU Temperature Monitor Min Avg Max GM-1000 61.0 68.3 77.0 CompuLab Airtop3 58.0 74.5 91.0 Karbon 700 52.0 66.7 77.0 CompuLab Airtop 56.0 83.2 87.0 OpenBenchmarking.org Celsius, Fewer Is Better LuxCoreRender 2.3 CPU Temperature Monitor 20 40 60 80 100
LuxCoreRender System Temperature Monitor Min Avg Max GM-1000 64.0 74.0 75.0 CompuLab Airtop3 27.8 27.8 27.8 Karbon 700 27.8 27.8 27.8 CompuLab Airtop 27.8 27.8 27.8 OpenBenchmarking.org Celsius, Fewer Is Better LuxCoreRender 2.3 System Temperature Monitor 20 40 60 80 100
LuxCoreRender CPU Temperature Monitor Min Avg Max GM-1000 61.0 68.5 78.0 CompuLab Airtop3 57.0 75.2 91.0 Karbon 700 53.0 67.9 80.0 CompuLab Airtop 59.0 86.8 90.0 OpenBenchmarking.org Celsius, Fewer Is Better LuxCoreRender 2.3 CPU Temperature Monitor 20 40 60 80 100
LuxCoreRender System Temperature Monitor Min Avg Max GM-1000 64.0 74.0 75.0 CompuLab Airtop3 27.8 27.8 27.8 Karbon 700 27.8 27.8 27.8 CompuLab Airtop 27.8 27.8 27.8 OpenBenchmarking.org Celsius, Fewer Is Better LuxCoreRender 2.3 System Temperature Monitor 20 40 60 80 100
Mlpack Benchmark Benchmark: scikit_ica OpenBenchmarking.org Seconds, Fewer Is Better Mlpack Benchmark Benchmark: scikit_ica GM-1000 CompuLab Airtop3 Karbon 700 CompuLab Airtop 14 28 42 56 70 SE +/- 1.11, N = 3 SE +/- 0.52, N = 3 SE +/- 0.73, N = 3 SE +/- 0.09, N = 3 64.72 42.14 60.81 60.10
Mlpack Benchmark Benchmark: scikit_qda OpenBenchmarking.org Seconds, Fewer Is Better Mlpack Benchmark Benchmark: scikit_qda GM-1000 CompuLab Airtop3 Karbon 700 CompuLab Airtop 30 60 90 120 150 SE +/- 0.01, N = 3 SE +/- 0.23, N = 3 SE +/- 10.16, N = 12 SE +/- 1.20, N = 12 87.81 62.68 130.53 76.46
Mlpack Benchmark Benchmark: scikit_svm OpenBenchmarking.org Seconds, Fewer Is Better Mlpack Benchmark Benchmark: scikit_svm GM-1000 CompuLab Airtop3 Karbon 700 CompuLab Airtop 7 14 21 28 35 SE +/- 0.20, N = 3 SE +/- 0.01, N = 3 SE +/- 0.01, N = 3 SE +/- 0.02, N = 3 28.93 22.43 27.25 21.42
Mlpack Benchmark Benchmark: scikit_linearridgeregression OpenBenchmarking.org Seconds, Fewer Is Better Mlpack Benchmark Benchmark: scikit_linearridgeregression GM-1000 CompuLab Airtop3 Karbon 700 CompuLab Airtop 1.0058 2.0116 3.0174 4.0232 5.029 SE +/- 0.03, N = 15 SE +/- 0.03, N = 15 SE +/- 0.06, N = 15 SE +/- 0.01, N = 3 3.14 2.47 3.94 4.47
Mlpack Benchmark CPU Temperature Monitor Min Avg Max GM-1000 60.0 68.8 76.0 CompuLab Airtop3 51.0 76.4 86.0 Karbon 700 49.0 67.0 73.0 CompuLab Airtop 56.0 76.3 85.0 OpenBenchmarking.org Celsius, Fewer Is Better Mlpack Benchmark CPU Temperature Monitor 20 40 60 80 100
Mlpack Benchmark System Temperature Monitor Min Avg Max GM-1000 64.0 73.8 75.0 CompuLab Airtop3 27.8 27.8 27.8 Karbon 700 27.8 27.8 27.8 CompuLab Airtop 27.8 27.8 27.8 OpenBenchmarking.org Celsius, Fewer Is Better Mlpack Benchmark System Temperature Monitor 20 40 60 80 100
Mlpack Benchmark CPU Temperature Monitor Min Avg Max GM-1000 61.0 69.2 76.0 CompuLab Airtop3 53.0 71.1 84.0 Karbon 700 52.0 64.8 74.0 CompuLab Airtop 57.0 74.3 94.0 OpenBenchmarking.org Celsius, Fewer Is Better Mlpack Benchmark CPU Temperature Monitor 20 40 60 80 100
Mlpack Benchmark System Temperature Monitor Min Avg Max GM-1000 64.0 73.0 75.0 CompuLab Airtop3 27.8 27.8 27.8 Karbon 700 27.8 27.8 27.8 CompuLab Airtop 27.8 27.8 27.8 OpenBenchmarking.org Celsius, Fewer Is Better Mlpack Benchmark System Temperature Monitor 20 40 60 80 100
Mlpack Benchmark CPU Temperature Monitor Min Avg Max GM-1000 61.0 68.4 74.0 CompuLab Airtop3 51.0 67.8 79.0 Karbon 700 52.0 60.9 68.0 CompuLab Airtop 57.0 66.4 69.0 OpenBenchmarking.org Celsius, Fewer Is Better Mlpack Benchmark CPU Temperature Monitor 20 40 60 80 100
Mlpack Benchmark System Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better Mlpack Benchmark System Temperature Monitor CompuLab Airtop CompuLab Airtop3 Karbon 700 14 28 42 56 70 64.0 27.8 27.8
Mlpack Benchmark CPU Temperature Monitor Min Avg Max GM-1000 60.0 68.1 76.0 CompuLab Airtop3 46.0 64.2 80.0 Karbon 700 49.0 59.8 73.0 CompuLab Airtop 55.0 64.8 84.0 OpenBenchmarking.org Celsius, Fewer Is Better Mlpack Benchmark CPU Temperature Monitor 20 40 60 80 100
Mlpack Benchmark System Temperature Monitor Min Avg Max GM-1000 64.0 64.4 75.0 CompuLab Airtop3 27.8 27.8 27.8 Karbon 700 27.8 27.8 27.8 CompuLab Airtop 27.8 27.8 27.8 OpenBenchmarking.org Celsius, Fewer Is Better Mlpack Benchmark System Temperature Monitor 20 40 60 80 100
Mobile Neural Network Model: SqueezeNetV1.0 OpenBenchmarking.org ms, Fewer Is Better Mobile Neural Network 2020-09-17 Model: SqueezeNetV1.0 GM-1000 CompuLab Airtop3 Karbon 700 CompuLab Airtop 3 6 9 12 15 SE +/- 0.024, N = 3 SE +/- 0.007, N = 3 SE +/- 0.008, N = 3 SE +/- 0.028, N = 3 11.117 6.581 9.170 10.775 MIN: 9.82 / MAX: 23.66 MIN: 6.13 / MAX: 44.44 MIN: 8.87 / MAX: 21.4 MIN: 10.62 / MAX: 12.65 1. (CXX) g++ options: -std=c++11 -O3 -fvisibility=hidden -fomit-frame-pointer -fstrict-aliasing -ffunction-sections -fdata-sections -ffast-math -fno-rtti -fno-exceptions -rdynamic -pthread -ldl
Mobile Neural Network Model: resnet-v2-50 OpenBenchmarking.org ms, Fewer Is Better Mobile Neural Network 2020-09-17 Model: resnet-v2-50 GM-1000 CompuLab Airtop3 Karbon 700 CompuLab Airtop 13 26 39 52 65 SE +/- 0.24, N = 3 SE +/- 0.04, N = 3 SE +/- 0.05, N = 3 SE +/- 0.06, N = 3 51.89 42.58 59.98 54.82 MIN: 48.29 / MAX: 64.91 MIN: 42.1 / MAX: 110.22 MIN: 57.88 / MAX: 70.26 MIN: 49.62 / MAX: 90.53 1. (CXX) g++ options: -std=c++11 -O3 -fvisibility=hidden -fomit-frame-pointer -fstrict-aliasing -ffunction-sections -fdata-sections -ffast-math -fno-rtti -fno-exceptions -rdynamic -pthread -ldl
Mobile Neural Network Model: inception-v3 OpenBenchmarking.org ms, Fewer Is Better Mobile Neural Network 2020-09-17 Model: inception-v3 GM-1000 CompuLab Airtop3 Karbon 700 CompuLab Airtop 14 28 42 56 70 SE +/- 0.28, N = 3 SE +/- 0.09, N = 3 SE +/- 0.53, N = 3 SE +/- 0.36, N = 3 63.68 44.44 62.31 63.20 MIN: 58.94 / MAX: 77.62 MIN: 43.87 / MAX: 110.57 MIN: 50.28 / MAX: 75.48 MIN: 60.21 / MAX: 126.58 1. (CXX) g++ options: -std=c++11 -O3 -fvisibility=hidden -fomit-frame-pointer -fstrict-aliasing -ffunction-sections -fdata-sections -ffast-math -fno-rtti -fno-exceptions -rdynamic -pthread -ldl
Mobile Neural Network CPU Temperature Monitor Min Avg Max GM-1000 61.0 69.1 80.0 CompuLab Airtop3 57.0 75.6 94.0 Karbon 700 55.0 68.8 80.0 CompuLab Airtop 60.0 85.3 88.0 OpenBenchmarking.org Celsius, Fewer Is Better Mobile Neural Network 2020-09-17 CPU Temperature Monitor 20 40 60 80 100
Mobile Neural Network System Temperature Monitor Min Avg Max GM-1000 64.0 74.7 75.0 CompuLab Airtop3 27.8 27.8 27.8 Karbon 700 27.8 27.8 27.8 CompuLab Airtop 27.8 27.8 27.8 OpenBenchmarking.org Celsius, Fewer Is Better Mobile Neural Network 2020-09-17 System Temperature Monitor 20 40 60 80 100
Monte Carlo Simulations of Ionised Nebulae Input: Dust 2D tau100.0 OpenBenchmarking.org Seconds, Fewer Is Better Monte Carlo Simulations of Ionised Nebulae 2019-03-24 Input: Dust 2D tau100.0 GM-1000 CompuLab Airtop3 Karbon 700 CompuLab Airtop 70 140 210 280 350 SE +/- 1.33, N = 3 SE +/- 0.58, N = 3 SE +/- 0.67, N = 3 SE +/- 3.84, N = 3 344 202 265 331 1. (F9X) gfortran options: -cpp -Jsource/ -ffree-line-length-0 -lm -std=legacy -O3 -O2 -pthread -lmpi_usempif08 -lmpi_mpifh -lmpi -lopen-rte -lopen-pal -lhwloc -ldl -levent -levent_pthreads -lutil -lrt -lz
Monte Carlo Simulations of Ionised Nebulae CPU Temperature Monitor Min Avg Max GM-1000 61.0 69.0 76.0 CompuLab Airtop3 57.0 76.5 88.0 Karbon 700 54.0 67.7 71.0 CompuLab Airtop 59.0 80.3 84.0 OpenBenchmarking.org Celsius, Fewer Is Better Monte Carlo Simulations of Ionised Nebulae 2019-03-24 CPU Temperature Monitor 20 40 60 80 100
Monte Carlo Simulations of Ionised Nebulae System Temperature Monitor Min Avg Max GM-1000 64.0 74.8 75.0 CompuLab Airtop3 27.8 27.8 27.8 Karbon 700 27.8 27.8 27.8 CompuLab Airtop 27.8 27.8 27.8 OpenBenchmarking.org Celsius, Fewer Is Better Monte Carlo Simulations of Ionised Nebulae 2019-03-24 System Temperature Monitor 20 40 60 80 100
NAMD ATPase Simulation - 327,506 Atoms OpenBenchmarking.org days/ns, Fewer Is Better NAMD 2.14 ATPase Simulation - 327,506 Atoms GM-1000 CompuLab Airtop3 Karbon 700 CompuLab Airtop 0.9993 1.9986 2.9979 3.9972 4.9965 SE +/- 0.00286, N = 3 SE +/- 0.00439, N = 3 SE +/- 0.00379, N = 3 SE +/- 0.00395, N = 3 4.17868 1.96010 2.80992 4.44112
NAMD CPU Temperature Monitor Min Avg Max GM-1000 63.0 71.3 82.0 CompuLab Airtop3 61.0 79.4 100.0 Karbon 700 55.0 69.5 79.0 CompuLab Airtop 65.0 88.9 96.0 OpenBenchmarking.org Celsius, Fewer Is Better NAMD 2.14 CPU Temperature Monitor 20 40 60 80 100
NAMD System Temperature Monitor Min Avg Max GM-1000 64.0 74.9 75.0 CompuLab Airtop3 27.8 27.8 27.8 Karbon 700 27.8 27.8 27.8 CompuLab Airtop 27.8 27.8 27.8 OpenBenchmarking.org Celsius, Fewer Is Better NAMD 2.14 System Temperature Monitor 20 40 60 80 100
NCNN Target: CPU - Model: squeezenet OpenBenchmarking.org ms, Fewer Is Better NCNN 20200916 Target: CPU - Model: squeezenet GM-1000 CompuLab Airtop3 Karbon 700 CompuLab Airtop 6 12 18 24 30 SE +/- 0.12, N = 3 SE +/- 0.03, N = 3 SE +/- 0.00, N = 3 SE +/- 0.05, N = 3 25.54 16.20 23.50 23.05 MIN: 24.15 / MAX: 35.43 MIN: 15.74 / MAX: 23.82 MIN: 23.31 / MAX: 24.17 MIN: 22.62 / MAX: 24.77 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
NCNN Target: CPU - Model: mobilenet OpenBenchmarking.org ms, Fewer Is Better NCNN 20200916 Target: CPU - Model: mobilenet GM-1000 CompuLab Airtop3 Karbon 700 CompuLab Airtop 7 14 21 28 35 SE +/- 0.17, N = 3 SE +/- 0.03, N = 3 SE +/- 0.01, N = 3 SE +/- 0.03, N = 3 30.33 19.00 27.57 27.06 MIN: 28.89 / MAX: 41.86 MIN: 18.81 / MAX: 19.51 MIN: 27.32 / MAX: 28.23 MIN: 26.9 / MAX: 28.18 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
NCNN Target: CPU-v2-v2 - Model: mobilenet-v2 OpenBenchmarking.org ms, Fewer Is Better NCNN 20200916 Target: CPU-v2-v2 - Model: mobilenet-v2 GM-1000 CompuLab Airtop3 Karbon 700 CompuLab Airtop 2 4 6 8 10 SE +/- 0.22, N = 3 SE +/- 0.04, N = 3 SE +/- 0.02, N = 3 SE +/- 0.01, N = 3 6.61 5.15 7.82 7.03 MIN: 5.61 / MAX: 9.69 MIN: 5.01 / MAX: 5.7 MIN: 7.64 / MAX: 8.38 MIN: 6.92 / MAX: 8.49 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
NCNN Target: CPU - Model: googlenet OpenBenchmarking.org ms, Fewer Is Better NCNN 20200916 Target: CPU - Model: googlenet GM-1000 CompuLab Airtop3 Karbon 700 CompuLab Airtop 6 12 18 24 30 SE +/- 0.96, N = 3 SE +/- 0.32, N = 3 SE +/- 0.30, N = 3 SE +/- 0.09, N = 3 23.99 15.00 22.40 20.39 MIN: 17.71 / MAX: 26.79 MIN: 14.19 / MAX: 15.74 MIN: 21.48 / MAX: 24.2 MIN: 20.14 / MAX: 21.29 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
NCNN Target: CPU - Model: vgg16 OpenBenchmarking.org ms, Fewer Is Better NCNN 20200916 Target: CPU - Model: vgg16 GM-1000 CompuLab Airtop3 Karbon 700 CompuLab Airtop 30 60 90 120 150 SE +/- 0.13, N = 3 SE +/- 0.08, N = 3 SE +/- 0.06, N = 3 SE +/- 0.27, N = 3 83.07 66.28 118.12 81.92 MIN: 81.47 / MAX: 93.06 MIN: 65.89 / MAX: 74.14 MIN: 117.8 / MAX: 125.35 MIN: 81.13 / MAX: 85.38 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
NCNN Target: CPU - Model: resnet18 OpenBenchmarking.org ms, Fewer Is Better NCNN 20200916 Target: CPU - Model: resnet18 GM-1000 CompuLab Airtop3 Karbon 700 CompuLab Airtop 6 12 18 24 30 SE +/- 0.04, N = 3 SE +/- 0.22, N = 3 SE +/- 0.09, N = 3 SE +/- 0.05, N = 3 23.56 15.19 24.17 24.24 MIN: 21.32 / MAX: 35.12 MIN: 14.53 / MAX: 15.97 MIN: 23.62 / MAX: 25 MIN: 24 / MAX: 34.65 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
NCNN Target: CPU - Model: alexnet OpenBenchmarking.org ms, Fewer Is Better NCNN 20200916 Target: CPU - Model: alexnet GM-1000 CompuLab Airtop3 Karbon 700 CompuLab Airtop 6 12 18 24 30 SE +/- 0.06, N = 3 SE +/- 0.08, N = 3 SE +/- 0.05, N = 3 SE +/- 0.11, N = 3 22.53 14.23 23.87 23.75 MIN: 21.39 / MAX: 32.99 MIN: 14 / MAX: 14.66 MIN: 23.7 / MAX: 32.05 MIN: 23.46 / MAX: 25.42 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
NCNN Target: CPU - Model: resnet50 OpenBenchmarking.org ms, Fewer Is Better NCNN 20200916 Target: CPU - Model: resnet50 GM-1000 CompuLab Airtop3 Karbon 700 CompuLab Airtop 11 22 33 44 55 SE +/- 0.19, N = 3 SE +/- 0.05, N = 3 SE +/- 0.06, N = 3 SE +/- 0.15, N = 3 47.33 28.51 43.49 46.60 MIN: 44.74 / MAX: 59.62 MIN: 27.85 / MAX: 37.31 MIN: 41.8 / MAX: 45.89 MIN: 46.17 / MAX: 50.28 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
NCNN Target: CPU - Model: yolov4-tiny OpenBenchmarking.org ms, Fewer Is Better NCNN 20200916 Target: CPU - Model: yolov4-tiny GM-1000 CompuLab Airtop3 Karbon 700 CompuLab Airtop 10 20 30 40 50 SE +/- 0.16, N = 3 SE +/- 0.19, N = 3 SE +/- 0.04, N = 3 SE +/- 0.15, N = 3 43.08 29.06 42.36 38.90 MIN: 41.28 / MAX: 53.54 MIN: 28.14 / MAX: 101.73 MIN: 41.91 / MAX: 50.86 MIN: 38.21 / MAX: 47.13 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
NCNN Target: Vulkan GPU - Model: squeezenet OpenBenchmarking.org ms, Fewer Is Better NCNN 20200916 Target: Vulkan GPU - Model: squeezenet GM-1000 CompuLab Airtop3 Karbon 700 CompuLab Airtop 6 12 18 24 30 SE +/- 0.00, N = 3 SE +/- 0.01, N = 3 SE +/- 0.17, N = 3 SE +/- 0.02, N = 3 10.27 3.63 27.58 12.35 MIN: 9.98 / MAX: 10.78 MIN: 3.57 / MAX: 3.76 MIN: 27.17 / MAX: 31.88 MIN: 11.58 / MAX: 15.04 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
NCNN Target: Vulkan GPU - Model: mobilenet OpenBenchmarking.org ms, Fewer Is Better NCNN 20200916 Target: Vulkan GPU - Model: mobilenet GM-1000 CompuLab Airtop3 Karbon 700 CompuLab Airtop 6 12 18 24 30 SE +/- 0.00, N = 3 SE +/- 0.02, N = 3 SE +/- 0.29, N = 3 SE +/- 0.01, N = 3 9.31 4.59 26.19 10.74 MIN: 9 / MAX: 10.28 MIN: 4.54 / MAX: 12.63 MIN: 23.7 / MAX: 35.85 MIN: 9.23 / MAX: 12.04 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
NCNN Target: Vulkan GPU-v2-v2 - Model: mobilenet-v2 OpenBenchmarking.org ms, Fewer Is Better NCNN 20200916 Target: Vulkan GPU-v2-v2 - Model: mobilenet-v2 GM-1000 CompuLab Airtop3 Karbon 700 CompuLab Airtop 2 4 6 8 10 SE +/- 0.03, N = 3 SE +/- 0.01, N = 3 SE +/- 0.07, N = 3 SE +/- 0.00, N = 3 3.00 1.43 8.17 3.18 MIN: 2.89 / MAX: 3.84 MIN: 1.4 / MAX: 9.39 MIN: 7.83 / MAX: 8.44 MIN: 3.11 / MAX: 4.26 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
NCNN Target: Vulkan GPU-v3-v3 - Model: mobilenet-v3 OpenBenchmarking.org ms, Fewer Is Better NCNN 20200916 Target: Vulkan GPU-v3-v3 - Model: mobilenet-v3 GM-1000 CompuLab Airtop3 Karbon 700 CompuLab Airtop 3 6 9 12 15 SE +/- 0.03, N = 3 SE +/- 0.00, N = 3 SE +/- 0.22, N = 3 SE +/- 0.00, N = 3 3.39 1.66 10.19 3.73 MIN: 3.29 / MAX: 4.22 MIN: 1.65 / MAX: 1.69 MIN: 9.74 / MAX: 10.79 MIN: 3.65 / MAX: 4.87 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
NCNN Target: Vulkan GPU - Model: shufflenet-v2 OpenBenchmarking.org ms, Fewer Is Better NCNN 20200916 Target: Vulkan GPU - Model: shufflenet-v2 GM-1000 CompuLab Airtop3 Karbon 700 CompuLab Airtop 3 6 9 12 15 SE +/- 0.01, N = 3 SE +/- 0.00, N = 3 SE +/- 0.55, N = 3 SE +/- 0.00, N = 3 2.38 1.30 10.10 2.59 MIN: 2.24 / MAX: 4.75 MIN: 1.29 / MAX: 1.36 MIN: 7.39 / MAX: 12.25 MIN: 2.52 / MAX: 4.11 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
NCNN Target: Vulkan GPU - Model: mnasnet OpenBenchmarking.org ms, Fewer Is Better NCNN 20200916 Target: Vulkan GPU - Model: mnasnet GM-1000 CompuLab Airtop3 Karbon 700 CompuLab Airtop 3 6 9 12 15 SE +/- 0.02, N = 3 SE +/- 0.00, N = 3 SE +/- 0.69, N = 3 SE +/- 0.00, N = 3 3.10 1.48 9.26 3.32 MIN: 3 / MAX: 4.16 MIN: 1.46 / MAX: 1.51 MIN: 8.48 / MAX: 11.1 MIN: 3.26 / MAX: 4.29 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
NCNN Target: Vulkan GPU - Model: efficientnet-b0 OpenBenchmarking.org ms, Fewer Is Better NCNN 20200916 Target: Vulkan GPU - Model: efficientnet-b0 GM-1000 CompuLab Airtop3 Karbon 700 CompuLab Airtop 4 8 12 16 20 SE +/- 0.02, N = 3 SE +/- 0.00, N = 3 SE +/- 0.06, N = 3 SE +/- 0.01, N = 3 5.23 2.64 16.47 5.70 MIN: 5.06 / MAX: 5.95 MIN: 2.61 / MAX: 2.67 MIN: 16.27 / MAX: 16.89 MIN: 5.57 / MAX: 6.86 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
NCNN Target: Vulkan GPU - Model: blazeface OpenBenchmarking.org ms, Fewer Is Better NCNN 20200916 Target: Vulkan GPU - Model: blazeface GM-1000 CompuLab Airtop3 Karbon 700 CompuLab Airtop 0.5423 1.0846 1.6269 2.1692 2.7115 SE +/- 0.01, N = 3 SE +/- 0.00, N = 3 SE +/- 0.31, N = 3 1.04 0.61 2.41 1.00 MIN: 0.94 / MAX: 1.7 MIN: 0.6 / MAX: 0.63 MIN: 1.77 / MAX: 5.23 MIN: 0.99 / MAX: 1.05 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
NCNN Target: Vulkan GPU - Model: googlenet OpenBenchmarking.org ms, Fewer Is Better NCNN 20200916 Target: Vulkan GPU - Model: googlenet GM-1000 CompuLab Airtop3 Karbon 700 CompuLab Airtop 6 12 18 24 30 SE +/- 0.03, N = 3 SE +/- 0.00, N = 3 SE +/- 0.02, N = 3 SE +/- 0.00, N = 3 7.84 3.22 23.54 8.48 MIN: 7.62 / MAX: 10.98 MIN: 3.2 / MAX: 3.32 MIN: 23.24 / MAX: 23.83 MIN: 8.04 / MAX: 10.85 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
NCNN Target: Vulkan GPU - Model: vgg16 OpenBenchmarking.org ms, Fewer Is Better NCNN 20200916 Target: Vulkan GPU - Model: vgg16 GM-1000 CompuLab Airtop3 Karbon 700 CompuLab Airtop 30 60 90 120 150 SE +/- 0.03, N = 3 SE +/- 0.02, N = 3 SE +/- 0.02, N = 3 SE +/- 0.07, N = 3 33.33 8.31 151.46 33.74 MIN: 32.53 / MAX: 40.22 MIN: 150.54 / MAX: 152.37 MIN: 33.2 / MAX: 36.35 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
NCNN Target: Vulkan GPU - Model: resnet18 OpenBenchmarking.org ms, Fewer Is Better NCNN 20200916 Target: Vulkan GPU - Model: resnet18 GM-1000 CompuLab Airtop3 Karbon 700 CompuLab Airtop 6 12 18 24 30 SE +/- 0.01, N = 3 SE +/- 0.03, N = 3 SE +/- 0.02, N = 3 SE +/- 0.01, N = 3 5.80 1.68 23.85 6.17 MIN: 5.62 / MAX: 13.86 MIN: 23.55 / MAX: 24.04 MIN: 6.05 / MAX: 7.99 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
NCNN Target: Vulkan GPU - Model: alexnet OpenBenchmarking.org ms, Fewer Is Better NCNN 20200916 Target: Vulkan GPU - Model: alexnet GM-1000 CompuLab Airtop3 Karbon 700 CompuLab Airtop 6 12 18 24 30 SE +/- 0.08, N = 3 SE +/- 0.03, N = 3 SE +/- 0.01, N = 3 SE +/- 0.01, N = 3 8.17 2.11 25.92 8.70 MIN: 7.83 / MAX: 8.81 MIN: 25.54 / MAX: 26.26 MIN: 8.52 / MAX: 10.86 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
NCNN Target: Vulkan GPU - Model: resnet50 OpenBenchmarking.org ms, Fewer Is Better NCNN 20200916 Target: Vulkan GPU - Model: resnet50 GM-1000 CompuLab Airtop3 Karbon 700 CompuLab Airtop 11 22 33 44 55 SE +/- 0.04, N = 3 SE +/- 0.01, N = 3 SE +/- 0.01, N = 3 SE +/- 0.04, N = 3 13.22 3.75 50.22 14.09 MIN: 12.84 / MAX: 29.57 MIN: 49.9 / MAX: 50.44 MIN: 13.67 / MAX: 16.54 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
NCNN Target: Vulkan GPU - Model: yolov4-tiny OpenBenchmarking.org ms, Fewer Is Better NCNN 20200916 Target: Vulkan GPU - Model: yolov4-tiny GM-1000 CompuLab Airtop3 Karbon 700 CompuLab Airtop 15 30 45 60 75 SE +/- 0.01, N = 3 SE +/- 0.19, N = 3 SE +/- 0.28, N = 3 SE +/- 0.03, N = 3 16.28 8.50 65.87 20.01 MIN: 15.64 / MAX: 17.64 MIN: 8.02 / MAX: 9.19 MIN: 50.88 / MAX: 68.67 MIN: 15.5 / MAX: 21.72 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
NCNN CPU Temperature Monitor Min Avg Max GM-1000 61.0 69.1 78.0 CompuLab Airtop3 56.0 75.2 86.0 Karbon 700 53.0 67.3 72.0 CompuLab Airtop 60.0 83.0 90.0 OpenBenchmarking.org Celsius, Fewer Is Better NCNN 20200916 CPU Temperature Monitor 20 40 60 80 100
NCNN System Temperature Monitor Min Avg Max GM-1000 64.0 74.4 75.0 CompuLab Airtop3 27.8 27.8 27.8 Karbon 700 27.8 27.8 27.8 CompuLab Airtop 27.8 27.8 27.8 OpenBenchmarking.org Celsius, Fewer Is Better NCNN 20200916 System Temperature Monitor 20 40 60 80 100
NCNN CPU Temperature Monitor Min Avg Max GM-1000 59.0 66.8 70.0 CompuLab Airtop3 52.0 69.4 80.0 Karbon 700 50.0 58.1 65.0 CompuLab Airtop 55.0 58.8 69.0 OpenBenchmarking.org Celsius, Fewer Is Better NCNN 20200916 CPU Temperature Monitor 20 40 60 80 100
NCNN System Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better NCNN 20200916 System Temperature Monitor CompuLab Airtop CompuLab Airtop3 Karbon 700 14 28 42 56 70 64.0 27.8 27.8
Numenta Anomaly Benchmark Detector: Relative Entropy OpenBenchmarking.org Seconds, Fewer Is Better Numenta Anomaly Benchmark 1.1 Detector: Relative Entropy GM-1000 CompuLab Airtop3 Karbon 700 CompuLab Airtop 12 24 36 48 60 SE +/- 0.44, N = 12 SE +/- 0.19, N = 15 SE +/- 0.27, N = 15 SE +/- 0.69, N = 4 49.50 22.22 29.87 51.01
Numenta Anomaly Benchmark Detector: Windowed Gaussian OpenBenchmarking.org Seconds, Fewer Is Better Numenta Anomaly Benchmark 1.1 Detector: Windowed Gaussian GM-1000 CompuLab Airtop3 Karbon 700 CompuLab Airtop 6 12 18 24 30 SE +/- 0.28, N = 14 SE +/- 0.15, N = 5 SE +/- 0.20, N = 15 SE +/- 0.39, N = 4 26.12 12.45 16.81 27.59
Numenta Anomaly Benchmark Detector: Earthgecko Skyline OpenBenchmarking.org Seconds, Fewer Is Better Numenta Anomaly Benchmark 1.1 Detector: Earthgecko Skyline GM-1000 CompuLab Airtop3 Karbon 700 CompuLab Airtop 70 140 210 280 350 SE +/- 4.34, N = 3 SE +/- 2.03, N = 3 SE +/- 1.51, N = 3 SE +/- 1.98, N = 3 300.54 132.85 192.62 282.80
Numenta Anomaly Benchmark Detector: Bayesian Changepoint OpenBenchmarking.org Seconds, Fewer Is Better Numenta Anomaly Benchmark 1.1 Detector: Bayesian Changepoint GM-1000 CompuLab Airtop3 Karbon 700 CompuLab Airtop 20 40 60 80 100 SE +/- 1.25, N = 3 SE +/- 0.49, N = 15 SE +/- 0.22, N = 3 SE +/- 0.85, N = 3 97.14 43.08 71.56 82.88
Numenta Anomaly Benchmark CPU Temperature Monitor Min Avg Max GM-1000 57.0 67.3 76.0 CompuLab Airtop3 40.0 66.0 82.0 Karbon 700 43.0 61.0 72.0 CompuLab Airtop 46.0 67.8 74.0 OpenBenchmarking.org Celsius, Fewer Is Better Numenta Anomaly Benchmark 1.1 CPU Temperature Monitor 20 40 60 80 100
Numenta Anomaly Benchmark System Temperature Monitor Min Avg Max GM-1000 64.0 71.5 75.0 CompuLab Airtop3 27.8 27.8 27.8 Karbon 700 27.8 27.8 27.8 CompuLab Airtop 27.8 27.8 27.8 OpenBenchmarking.org Celsius, Fewer Is Better Numenta Anomaly Benchmark 1.1 System Temperature Monitor 20 40 60 80 100
Numenta Anomaly Benchmark CPU Temperature Monitor Min Avg Max GM-1000 59.0 68.0 77.0 CompuLab Airtop3 49.0 70.4 87.0 Karbon 700 48.0 62.8 74.0 CompuLab Airtop 50.0 71.0 78.0 OpenBenchmarking.org Celsius, Fewer Is Better Numenta Anomaly Benchmark 1.1 CPU Temperature Monitor 20 40 60 80 100
Numenta Anomaly Benchmark System Temperature Monitor Min Avg Max GM-1000 64.0 72.9 75.0 CompuLab Airtop3 27.8 27.8 27.8 Karbon 700 27.8 27.8 27.8 CompuLab Airtop 27.8 27.8 27.8 OpenBenchmarking.org Celsius, Fewer Is Better Numenta Anomaly Benchmark 1.1 System Temperature Monitor 20 40 60 80 100
Numenta Anomaly Benchmark CPU Temperature Monitor Min Avg Max GM-1000 59.0 69.6 77.0 CompuLab Airtop3 50.0 71.9 88.0 Karbon 700 49.0 65.2 75.0 CompuLab Airtop 51.0 81.7 88.0 OpenBenchmarking.org Celsius, Fewer Is Better Numenta Anomaly Benchmark 1.1 CPU Temperature Monitor 20 40 60 80 100
Numenta Anomaly Benchmark System Temperature Monitor Min Avg Max GM-1000 64.0 74.8 75.0 CompuLab Airtop3 27.8 27.8 27.8 Karbon 700 27.8 27.8 27.8 CompuLab Airtop 27.8 27.8 27.8 OpenBenchmarking.org Celsius, Fewer Is Better Numenta Anomaly Benchmark 1.1 System Temperature Monitor 20 40 60 80 100
Numenta Anomaly Benchmark CPU Temperature Monitor Min Avg Max GM-1000 60.0 69.9 78.0 CompuLab Airtop3 54.0 75.8 99.0 Karbon 700 51.0 66.2 74.0 CompuLab Airtop 60.0 84.7 89.0 OpenBenchmarking.org Celsius, Fewer Is Better Numenta Anomaly Benchmark 1.1 CPU Temperature Monitor 20 40 60 80 100
Numenta Anomaly Benchmark System Temperature Monitor Min Avg Max GM-1000 64.0 74.4 75.0 CompuLab Airtop3 27.8 27.8 27.8 Karbon 700 27.8 27.8 27.8 CompuLab Airtop 27.8 27.8 27.8 OpenBenchmarking.org Celsius, Fewer Is Better Numenta Anomaly Benchmark 1.1 System Temperature Monitor 20 40 60 80 100
Numpy Benchmark OpenBenchmarking.org Score, More Is Better Numpy Benchmark GM-1000 CompuLab Airtop3 Karbon 700 CompuLab Airtop 90 180 270 360 450 SE +/- 0.61, N = 3 SE +/- 0.95, N = 3 SE +/- 1.03, N = 3 SE +/- 0.36, N = 3 322.07 420.29 334.99 276.24
Numpy Benchmark CPU Temperature Monitor Min Avg Max GM-1000 60.0 72.8 76.0 CompuLab Airtop3 53.0 78.4 87.0 Karbon 700 52.0 66.6 71.0 CompuLab Airtop 55.0 68.7 77.0 OpenBenchmarking.org Celsius, Fewer Is Better Numpy Benchmark CPU Temperature Monitor 20 40 60 80 100
Numpy Benchmark System Temperature Monitor Min Avg Max GM-1000 64.0 73.9 75.0 CompuLab Airtop3 27.8 27.8 27.8 Karbon 700 27.8 27.8 27.8 CompuLab Airtop 27.8 27.8 27.8 OpenBenchmarking.org Celsius, Fewer Is Better Numpy Benchmark System Temperature Monitor 20 40 60 80 100
OCRMyPDF Processing 60 Page PDF Document OpenBenchmarking.org Seconds, Fewer Is Better OCRMyPDF 10.3.1+dfsg Processing 60 Page PDF Document GM-1000 CompuLab Airtop3 Karbon 700 CompuLab Airtop 10 20 30 40 50 SE +/- 0.48, N = 6 SE +/- 0.07, N = 3 SE +/- 0.34, N = 6 SE +/- 0.31, N = 3 39.61 21.69 28.19 42.83
OCRMyPDF CPU Temperature Monitor Min Avg Max GM-1000 61.0 70.6 79.0 CompuLab Airtop3 54.0 75.6 91.0 Karbon 700 51.0 68.0 79.0 CompuLab Airtop 59.0 82.4 89.0 OpenBenchmarking.org Celsius, Fewer Is Better OCRMyPDF 10.3.1+dfsg CPU Temperature Monitor 20 40 60 80 100
OCRMyPDF System Temperature Monitor Min Avg Max GM-1000 64.0 73.7 75.0 CompuLab Airtop3 27.8 27.8 27.8 Karbon 700 27.8 27.8 27.8 CompuLab Airtop 27.8 27.8 27.8 OpenBenchmarking.org Celsius, Fewer Is Better OCRMyPDF 10.3.1+dfsg System Temperature Monitor 20 40 60 80 100
oneDNN Harness: IP Batch 1D - Data Type: f32 - Engine: CPU OpenBenchmarking.org ms, Fewer Is Better oneDNN 1.5 Harness: IP Batch 1D - Data Type: f32 - Engine: CPU GM-1000 CompuLab Airtop3 Karbon 700 CompuLab Airtop 3 6 9 12 15 SE +/- 0.22450, N = 15 SE +/- 0.04455, N = 15 SE +/- 0.04542, N = 15 SE +/- 0.05158, N = 4 9.53324 4.49738 6.27342 8.64328 MIN: 6.67 MIN: 3.82 MIN: 5.45 MIN: 8.21 1. (CXX) g++ options: -O3 -march=native -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread -ldl
oneDNN Harness: IP Batch All - Data Type: f32 - Engine: CPU OpenBenchmarking.org ms, Fewer Is Better oneDNN 1.5 Harness: IP Batch All - Data Type: f32 - Engine: CPU GM-1000 CompuLab Airtop3 Karbon 700 CompuLab Airtop 30 60 90 120 150 SE +/- 0.53, N = 3 SE +/- 0.12, N = 3 SE +/- 0.10, N = 3 SE +/- 0.45, N = 3 114.29 67.69 108.94 116.98 MIN: 99.97 MIN: 65.58 MIN: 99.88 MIN: 114.08 1. (CXX) g++ options: -O3 -march=native -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread -ldl
oneDNN Harness: IP Batch 1D - Data Type: u8s8f32 - Engine: CPU OpenBenchmarking.org ms, Fewer Is Better oneDNN 1.5 Harness: IP Batch 1D - Data Type: u8s8f32 - Engine: CPU GM-1000 CompuLab Airtop3 Karbon 700 CompuLab Airtop 1.2652 2.5304 3.7956 5.0608 6.326 SE +/- 0.10124, N = 15 SE +/- 0.00614, N = 4 SE +/- 0.03957, N = 15 SE +/- 0.01843, N = 4 4.84005 1.88989 2.55564 5.62321 MIN: 3.33 MIN: 1.55 MIN: 1.92 MIN: 5.55 1. (CXX) g++ options: -O3 -march=native -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread -ldl
oneDNN Harness: IP Batch All - Data Type: u8s8f32 - Engine: CPU OpenBenchmarking.org ms, Fewer Is Better oneDNN 1.5 Harness: IP Batch All - Data Type: u8s8f32 - Engine: CPU GM-1000 CompuLab Airtop3 Karbon 700 CompuLab Airtop 16 32 48 64 80 SE +/- 0.33, N = 3 SE +/- 0.06, N = 3 SE +/- 0.05, N = 3 SE +/- 0.24, N = 3 67.77 27.75 41.13 73.58 MIN: 59.54 MIN: 25.65 MIN: 35.58 MIN: 72.88 1. (CXX) g++ options: -O3 -march=native -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread -ldl
oneDNN Harness: Convolution Batch Shapes Auto - Data Type: f32 - Engine: CPU OpenBenchmarking.org ms, Fewer Is Better oneDNN 1.5 Harness: Convolution Batch Shapes Auto - Data Type: f32 - Engine: CPU GM-1000 CompuLab Airtop3 Karbon 700 CompuLab Airtop 7 14 21 28 35 SE +/- 0.05, N = 7 SE +/- 0.02, N = 7 SE +/- 0.03, N = 6 SE +/- 0.02, N = 6 16.62 17.02 32.00 20.40 MIN: 16.36 MIN: 16.91 MIN: 31.82 MIN: 20.06 1. (CXX) g++ options: -O3 -march=native -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread -ldl
oneDNN Harness: Deconvolution Batch deconv_1d - Data Type: f32 - Engine: CPU OpenBenchmarking.org ms, Fewer Is Better oneDNN 1.5 Harness: Deconvolution Batch deconv_1d - Data Type: f32 - Engine: CPU GM-1000 CompuLab Airtop3 Karbon 700 CompuLab Airtop 3 6 9 12 15 SE +/- 0.15350, N = 13 SE +/- 0.06779, N = 4 SE +/- 0.14132, N = 12 SE +/- 0.06708, N = 3 10.80921 5.04673 6.61803 10.29300 MIN: 6.79 MIN: 4.56 MIN: 4.86 MIN: 10.02 1. (CXX) g++ options: -O3 -march=native -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread -ldl
oneDNN Harness: Deconvolution Batch deconv_3d - Data Type: f32 - Engine: CPU OpenBenchmarking.org ms, Fewer Is Better oneDNN 1.5 Harness: Deconvolution Batch deconv_3d - Data Type: f32 - Engine: CPU GM-1000 CompuLab Airtop3 Karbon 700 CompuLab Airtop 4 8 12 16 20 SE +/- 0.08092, N = 15 SE +/- 0.02344, N = 9 SE +/- 0.02235, N = 9 SE +/- 0.04063, N = 9 8.88371 6.65640 7.88671 17.53670 MIN: 8.11 MIN: 6.4 MIN: 7.8 MIN: 17.19 1. (CXX) g++ options: -O3 -march=native -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread -ldl
oneDNN Harness: Convolution Batch Shapes Auto - Data Type: u8s8f32 - Engine: CPU OpenBenchmarking.org ms, Fewer Is Better oneDNN 1.5 Harness: Convolution Batch Shapes Auto - Data Type: u8s8f32 - Engine: CPU GM-1000 CompuLab Airtop3 Karbon 700 CompuLab Airtop 7 14 21 28 35 SE +/- 0.02, N = 6 SE +/- 0.05, N = 7 SE +/- 0.01, N = 6 SE +/- 0.05, N = 6 16.12 16.52 30.88 19.58 MIN: 15.9 MIN: 16.37 MIN: 30.58 MIN: 17.98 1. (CXX) g++ options: -O3 -march=native -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread -ldl
oneDNN Harness: Deconvolution Batch deconv_1d - Data Type: u8s8f32 - Engine: CPU OpenBenchmarking.org ms, Fewer Is Better oneDNN 1.5 Harness: Deconvolution Batch deconv_1d - Data Type: u8s8f32 - Engine: CPU GM-1000 CompuLab Airtop3 Karbon 700 CompuLab Airtop 3 6 9 12 15 SE +/- 0.13560, N = 12 SE +/- 0.02496, N = 3 SE +/- 0.11012, N = 12 SE +/- 0.09759, N = 3 12.82030 5.64215 7.72048 13.23760 MIN: 8.95 MIN: 4.78 MIN: 6.41 MIN: 12.92 1. (CXX) g++ options: -O3 -march=native -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread -ldl
oneDNN Harness: Deconvolution Batch deconv_3d - Data Type: u8s8f32 - Engine: CPU OpenBenchmarking.org ms, Fewer Is Better oneDNN 1.5 Harness: Deconvolution Batch deconv_3d - Data Type: u8s8f32 - Engine: CPU GM-1000 CompuLab Airtop3 Karbon 700 CompuLab Airtop 3 6 9 12 15 SE +/- 0.01402, N = 9 SE +/- 0.02023, N = 9 SE +/- 0.00916, N = 9 SE +/- 0.00833, N = 9 6.69517 3.31356 4.63495 11.29040 MIN: 6.49 MIN: 3.15 MIN: 4.53 MIN: 11.22 1. (CXX) g++ options: -O3 -march=native -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread -ldl
oneDNN Harness: Recurrent Neural Network Training - Data Type: f32 - Engine: CPU OpenBenchmarking.org ms, Fewer Is Better oneDNN 1.5 Harness: Recurrent Neural Network Training - Data Type: f32 - Engine: CPU GM-1000 CompuLab Airtop3 Karbon 700 CompuLab Airtop 140 280 420 560 700 SE +/- 8.43, N = 3 SE +/- 2.57, N = 3 SE +/- 2.70, N = 3 SE +/- 6.00, N = 9 670.34 322.59 539.08 605.87 MIN: 612.85 MIN: 310.92 MIN: 524.69 MIN: 563.77 1. (CXX) g++ options: -O3 -march=native -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread -ldl
oneDNN Harness: Recurrent Neural Network Inference - Data Type: f32 - Engine: CPU OpenBenchmarking.org ms, Fewer Is Better oneDNN 1.5 Harness: Recurrent Neural Network Inference - Data Type: f32 - Engine: CPU GM-1000 CompuLab Airtop3 Karbon 700 CompuLab Airtop 50 100 150 200 250 SE +/- 0.93, N = 3 SE +/- 0.47, N = 3 SE +/- 0.50, N = 3 SE +/- 2.10, N = 3 231.39 143.89 251.01 167.48 MIN: 223.49 MIN: 141.15 MIN: 247.27 MIN: 163.7 1. (CXX) g++ options: -O3 -march=native -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread -ldl
oneDNN Harness: Matrix Multiply Batch Shapes Transformer - Data Type: f32 - Engine: CPU OpenBenchmarking.org ms, Fewer Is Better oneDNN 1.5 Harness: Matrix Multiply Batch Shapes Transformer - Data Type: f32 - Engine: CPU GM-1000 CompuLab Airtop3 Karbon 700 CompuLab Airtop 2 4 6 8 10 SE +/- 0.04995, N = 4 SE +/- 0.00566, N = 4 SE +/- 0.01697, N = 4 SE +/- 0.01480, N = 4 4.38502 3.96493 7.04587 4.32319 MIN: 4.02 MIN: 3.9 MIN: 6.9 MIN: 3.98 1. (CXX) g++ options: -O3 -march=native -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread -ldl
oneDNN Harness: Matrix Multiply Batch Shapes Transformer - Data Type: u8s8f32 - Engine: CPU OpenBenchmarking.org ms, Fewer Is Better oneDNN 1.5 Harness: Matrix Multiply Batch Shapes Transformer - Data Type: u8s8f32 - Engine: CPU GM-1000 CompuLab Airtop3 Karbon 700 CompuLab Airtop 1.3303 2.6606 3.9909 5.3212 6.6515 SE +/- 0.05068, N = 15 SE +/- 0.00686, N = 4 SE +/- 0.03701, N = 15 SE +/- 0.02910, N = 4 5.91239 2.56113 3.62375 5.48320 MIN: 4.17 MIN: 2.22 MIN: 2.86 MIN: 5.23 1. (CXX) g++ options: -O3 -march=native -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread -ldl
oneDNN CPU Temperature Monitor Min Avg Max GM-1000 61.0 68.2 78.0 CompuLab Airtop3 55.0 72.0 90.0 Karbon 700 52.0 65.8 81.0 CompuLab Airtop 56.0 79.7 90.0 OpenBenchmarking.org Celsius, Fewer Is Better oneDNN 1.5 CPU Temperature Monitor 20 40 60 80 100
oneDNN System Temperature Monitor Min Avg Max GM-1000 64.0 72.4 75.0 CompuLab Airtop3 27.8 27.8 27.8 Karbon 700 27.8 27.8 27.8 CompuLab Airtop 27.8 27.8 27.8 OpenBenchmarking.org Celsius, Fewer Is Better oneDNN 1.5 System Temperature Monitor 20 40 60 80 100
oneDNN CPU Temperature Monitor Min Avg Max GM-1000 61.0 68.1 74.0 CompuLab Airtop3 56.0 73.3 88.0 Karbon 700 52.0 65.8 75.0 CompuLab Airtop 56.0 78.7 92.0 OpenBenchmarking.org Celsius, Fewer Is Better oneDNN 1.5 CPU Temperature Monitor 20 40 60 80 100
oneDNN System Temperature Monitor Min Avg Max GM-1000 64.0 73.8 75.0 CompuLab Airtop3 27.8 27.8 27.8 Karbon 700 27.8 27.8 27.8 CompuLab Airtop 27.8 27.8 27.8 OpenBenchmarking.org Celsius, Fewer Is Better oneDNN 1.5 System Temperature Monitor 20 40 60 80 100
oneDNN CPU Temperature Monitor Min Avg Max GM-1000 61.0 68.4 79.0 CompuLab Airtop3 57.0 72.0 91.0 Karbon 700 53.0 67.1 80.0 CompuLab Airtop 58.0 76.7 84.0 OpenBenchmarking.org Celsius, Fewer Is Better oneDNN 1.5 CPU Temperature Monitor 20 40 60 80 100
oneDNN System Temperature Monitor Min Avg Max GM-1000 64.0 72.5 75.0 CompuLab Airtop3 27.8 27.8 27.8 Karbon 700 27.8 27.8 27.8 CompuLab Airtop 27.8 27.8 27.8 OpenBenchmarking.org Celsius, Fewer Is Better oneDNN 1.5 System Temperature Monitor 20 40 60 80 100
oneDNN CPU Temperature Monitor Min Avg Max GM-1000 61.0 68.6 77.0 CompuLab Airtop3 56.0 75.1 88.0 Karbon 700 53.0 67.6 76.0 CompuLab Airtop 58.0 80.3 85.0 OpenBenchmarking.org Celsius, Fewer Is Better oneDNN 1.5 CPU Temperature Monitor 20 40 60 80 100
oneDNN System Temperature Monitor Min Avg Max GM-1000 64.0 74.1 75.0 CompuLab Airtop3 27.8 27.8 27.8 Karbon 700 27.8 27.8 27.8 CompuLab Airtop 27.8 27.8 27.8 OpenBenchmarking.org Celsius, Fewer Is Better oneDNN 1.5 System Temperature Monitor 20 40 60 80 100
oneDNN CPU Temperature Monitor Min Avg Max GM-1000 61.0 68.5 76.0 CompuLab Airtop3 57.0 69.2 78.0 Karbon 700 53.0 60.5 68.0 CompuLab Airtop 58.0 73.7 88.0 OpenBenchmarking.org Celsius, Fewer Is Better oneDNN 1.5 CPU Temperature Monitor 20 40 60 80 100
oneDNN System Temperature Monitor Min Avg Max GM-1000 64.0 68.9 75.0 CompuLab Airtop3 27.8 27.8 27.8 Karbon 700 27.8 27.8 27.8 CompuLab Airtop 27.8 27.8 27.8 OpenBenchmarking.org Celsius, Fewer Is Better oneDNN 1.5 System Temperature Monitor 20 40 60 80 100
oneDNN CPU Temperature Monitor Min Avg Max GM-1000 61.0 68.4 78.0 CompuLab Airtop3 56.0 72.4 90.0 Karbon 700 52.0 67.4 83.0 CompuLab Airtop 58.0 80.4 90.0 OpenBenchmarking.org Celsius, Fewer Is Better oneDNN 1.5 CPU Temperature Monitor 20 40 60 80 100
oneDNN System Temperature Monitor Min Avg Max GM-1000 64.0 72.0 75.0 CompuLab Airtop3 27.8 27.8 27.8 Karbon 700 27.8 27.8 27.8 CompuLab Airtop 27.8 27.8 27.8 OpenBenchmarking.org Celsius, Fewer Is Better oneDNN 1.5 System Temperature Monitor 20 40 60 80 100
oneDNN CPU Temperature Monitor Min Avg Max GM-1000 61.0 67.9 77.0 CompuLab Airtop3 56.0 69.3 87.0 Karbon 700 53.0 66.2 80.0 CompuLab Airtop 58.0 69.2 85.0 OpenBenchmarking.org Celsius, Fewer Is Better oneDNN 1.5 CPU Temperature Monitor 20 40 60 80 100
oneDNN System Temperature Monitor Min Avg Max GM-1000 64.0 68.6 75.0 CompuLab Airtop3 27.8 27.8 27.8 Karbon 700 27.8 27.8 27.8 CompuLab Airtop 27.8 27.8 27.8 OpenBenchmarking.org Celsius, Fewer Is Better oneDNN 1.5 System Temperature Monitor 20 40 60 80 100
oneDNN CPU Temperature Monitor Min Avg Max GM-1000 61.0 68.1 74.0 CompuLab Airtop3 55.0 66.8 74.0 Karbon 700 54.0 59.6 64.0 CompuLab Airtop 57.0 70.4 80.0 OpenBenchmarking.org Celsius, Fewer Is Better oneDNN 1.5 CPU Temperature Monitor 20 40 60 80 100
oneDNN System Temperature Monitor Min Avg Max GM-1000 64.0 68.4 75.0 CompuLab Airtop3 27.8 27.8 27.8 Karbon 700 27.8 27.8 27.8 CompuLab Airtop 27.8 27.8 27.8 OpenBenchmarking.org Celsius, Fewer Is Better oneDNN 1.5 System Temperature Monitor 20 40 60 80 100
oneDNN CPU Temperature Monitor Min Avg Max GM-1000 61.0 68.8 79.0 CompuLab Airtop3 55.0 70.5 91.0 Karbon 700 52.0 67.6 81.0 CompuLab Airtop 57.0 77.3 84.0 OpenBenchmarking.org Celsius, Fewer Is Better oneDNN 1.5 CPU Temperature Monitor 20 40 60 80 100
oneDNN System Temperature Monitor Min Avg Max GM-1000 64.0 72.0 76.0 CompuLab Airtop3 27.8 27.8 27.8 Karbon 700 27.8 27.8 27.8 CompuLab Airtop 27.8 27.8 27.8 OpenBenchmarking.org Celsius, Fewer Is Better oneDNN 1.5 System Temperature Monitor 20 40 60 80 100
oneDNN CPU Temperature Monitor Min Avg Max GM-1000 61.0 68.1 77.0 CompuLab Airtop3 54.0 69.3 88.0 Karbon 700 53.0 63.5 76.0 CompuLab Airtop 57.0 67.2 79.0 OpenBenchmarking.org Celsius, Fewer Is Better oneDNN 1.5 CPU Temperature Monitor 20 40 60 80 100
oneDNN System Temperature Monitor Min Avg Max GM-1000 64.0 68.4 75.0 CompuLab Airtop3 27.8 27.8 27.8 Karbon 700 27.8 27.8 27.8 CompuLab Airtop 27.8 27.8 27.8 OpenBenchmarking.org Celsius, Fewer Is Better oneDNN 1.5 System Temperature Monitor 20 40 60 80 100
oneDNN CPU Temperature Monitor Min Avg Max GM-1000 61.0 68.6 77.0 CompuLab Airtop3 55.0 73.3 88.0 Karbon 700 53.0 67.6 82.0 CompuLab Airtop 56.0 84.4 94.0 OpenBenchmarking.org Celsius, Fewer Is Better oneDNN 1.5 CPU Temperature Monitor 20 40 60 80 100
oneDNN System Temperature Monitor Min Avg Max GM-1000 64.0 73.8 75.0 CompuLab Airtop3 27.8 27.8 27.8 Karbon 700 27.8 27.8 27.8 CompuLab Airtop 27.8 27.8 27.8 OpenBenchmarking.org Celsius, Fewer Is Better oneDNN 1.5 System Temperature Monitor 20 40 60 80 100
oneDNN CPU Temperature Monitor Min Avg Max GM-1000 61.0 68.3 76.0 CompuLab Airtop3 56.0 72.2 84.0 Karbon 700 53.0 66.5 74.0 CompuLab Airtop 60.0 79.8 95.0 OpenBenchmarking.org Celsius, Fewer Is Better oneDNN 1.5 CPU Temperature Monitor 20 40 60 80 100
oneDNN System Temperature Monitor Min Avg Max GM-1000 64.0 73.4 75.0 CompuLab Airtop3 27.8 27.8 27.8 Karbon 700 27.8 27.8 27.8 CompuLab Airtop 27.8 27.8 27.8 OpenBenchmarking.org Celsius, Fewer Is Better oneDNN 1.5 System Temperature Monitor 20 40 60 80 100
oneDNN CPU Temperature Monitor Min Avg Max GM-1000 61.0 69.2 78.0 CompuLab Airtop3 55.0 71.3 91.0 Karbon 700 54.0 67.4 78.0 CompuLab Airtop 60.0 81.8 91.0 OpenBenchmarking.org Celsius, Fewer Is Better oneDNN 1.5 CPU Temperature Monitor 20 40 60 80 100
oneDNN System Temperature Monitor Min Avg Max GM-1000 64.0 72.3 75.0 CompuLab Airtop3 27.8 27.8 27.8 Karbon 700 27.8 27.8 27.8 CompuLab Airtop 27.8 27.8 27.8 OpenBenchmarking.org Celsius, Fewer Is Better oneDNN 1.5 System Temperature Monitor 20 40 60 80 100
oneDNN CPU Temperature Monitor Min Avg Max GM-1000 61.0 68.9 79.0 CompuLab Airtop3 56.0 72.2 94.0 Karbon 700 53.0 67.9 83.0 CompuLab Airtop 60.0 79.7 90.0 OpenBenchmarking.org Celsius, Fewer Is Better oneDNN 1.5 CPU Temperature Monitor 20 40 60 80 100
oneDNN System Temperature Monitor Min Avg Max GM-1000 64.0 72.2 75.0 CompuLab Airtop3 27.8 27.8 27.8 Karbon 700 27.8 27.8 27.8 CompuLab Airtop 27.8 27.8 27.8 OpenBenchmarking.org Celsius, Fewer Is Better oneDNN 1.5 System Temperature Monitor 20 40 60 80 100
OpenSSL RSA 4096-bit Performance OpenBenchmarking.org Signs Per Second, More Is Better OpenSSL 1.1.1 RSA 4096-bit Performance GM-1000 CompuLab Airtop3 Karbon 700 CompuLab Airtop 500 1000 1500 2000 2500 SE +/- 29.90, N = 15 SE +/- 21.92, N = 14 SE +/- 13.61, N = 15 SE +/- 3.09, N = 3 1492.7 2539.9 1931.6 1048.4 1. (CC) gcc options: -pthread -m64 -O3 -lssl -lcrypto -ldl
OpenSSL CPU Temperature Monitor Min Avg Max GM-1000 58.0 67.2 76.0 CompuLab Airtop3 46.0 71.1 93.0 Karbon 700 46.0 63.5 73.0 CompuLab Airtop 49.0 70.1 76.0 OpenBenchmarking.org Celsius, Fewer Is Better OpenSSL 1.1.1 CPU Temperature Monitor 20 40 60 80 100
OpenSSL System Temperature Monitor Min Avg Max GM-1000 64.0 72.3 75.0 CompuLab Airtop3 27.8 27.8 27.8 Karbon 700 27.8 27.8 27.8 CompuLab Airtop 27.8 27.8 27.8 OpenBenchmarking.org Celsius, Fewer Is Better OpenSSL 1.1.1 System Temperature Monitor 20 40 60 80 100
OpenVKL Benchmark: vklBenchmark OpenBenchmarking.org Items / Sec, More Is Better OpenVKL 0.9 Benchmark: vklBenchmark GM-1000 CompuLab Airtop3 Karbon 700 CompuLab Airtop 30 60 90 120 150 SE +/- 0.39, N = 3 SE +/- 0.98, N = 3 SE +/- 0.29, N = 3 SE +/- 0.05, N = 3 80.39 141.93 98.39 53.75 MIN: 1 / MAX: 345 MIN: 1 / MAX: 580 MIN: 1 / MAX: 378 MIN: 1 / MAX: 212
OpenVKL CPU Temperature Monitor Min Avg Max GM-1000 61.0 72.2 78.0 CompuLab Airtop3 56.0 80.2 95.0 Karbon 700 54.0 68.1 79.0 CompuLab Airtop 58.0 75.0 88.0 OpenBenchmarking.org Celsius, Fewer Is Better OpenVKL 0.9 CPU Temperature Monitor 20 40 60 80 100
OpenVKL System Temperature Monitor Min Avg Max GM-1000 64.0 74.2 75.0 CompuLab Airtop3 27.8 27.8 27.8 Karbon 700 27.8 27.8 27.8 CompuLab Airtop 27.8 27.8 27.8 OpenBenchmarking.org Celsius, Fewer Is Better OpenVKL 0.9 System Temperature Monitor 20 40 60 80 100
PostgreSQL pgbench Scaling Factor: 1 - Clients: 1 - Mode: Read Only OpenBenchmarking.org TPS, More Is Better PostgreSQL pgbench 13.0 Scaling Factor: 1 - Clients: 1 - Mode: Read Only GM-1000 CompuLab Airtop3 Karbon 700 CompuLab Airtop 7K 14K 21K 28K 35K SE +/- 159.81, N = 3 SE +/- 56.86, N = 3 SE +/- 116.17, N = 3 SE +/- 191.07, N = 15 24862 33554 26544 21092 1. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lpthread -lrt -ldl -lm
PostgreSQL pgbench Scaling Factor: 1 - Clients: 1 - Mode: Read Only - Average Latency OpenBenchmarking.org ms, Fewer Is Better PostgreSQL pgbench 13.0 Scaling Factor: 1 - Clients: 1 - Mode: Read Only - Average Latency GM-1000 CompuLab Airtop3 Karbon 700 CompuLab Airtop 0.0106 0.0212 0.0318 0.0424 0.053 SE +/- 0.000, N = 3 SE +/- 0.000, N = 3 SE +/- 0.000, N = 3 SE +/- 0.000, N = 15 0.040 0.030 0.038 0.047 1. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lpthread -lrt -ldl -lm
PostgreSQL pgbench Scaling Factor: 1 - Clients: 1 - Mode: Read Write OpenBenchmarking.org TPS, More Is Better PostgreSQL pgbench 13.0 Scaling Factor: 1 - Clients: 1 - Mode: Read Write GM-1000 CompuLab Airtop3 Karbon 700 CompuLab Airtop 200 400 600 800 1000 SE +/- 4.74, N = 3 SE +/- 20.79, N = 12 SE +/- 59.06, N = 15 SE +/- 3.58, N = 6 503 434 941 301 1. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lpthread -lrt -ldl -lm
PostgreSQL pgbench Scaling Factor: 1 - Clients: 1 - Mode: Read Write - Average Latency OpenBenchmarking.org ms, Fewer Is Better PostgreSQL pgbench 13.0 Scaling Factor: 1 - Clients: 1 - Mode: Read Write - Average Latency GM-1000 CompuLab Airtop3 Karbon 700 CompuLab Airtop 0.747 1.494 2.241 2.988 3.735 SE +/- 0.018, N = 3 SE +/- 0.125, N = 12 SE +/- 0.096, N = 15 SE +/- 0.040, N = 6 1.988 2.372 1.145 3.320 1. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lpthread -lrt -ldl -lm
PostgreSQL pgbench Scaling Factor: 1 - Clients: 50 - Mode: Read Only OpenBenchmarking.org TPS, More Is Better PostgreSQL pgbench 13.0 Scaling Factor: 1 - Clients: 50 - Mode: Read Only GM-1000 CompuLab Airtop3 Karbon 700 CompuLab Airtop 60K 120K 180K 240K 300K SE +/- 1251.67, N = 15 SE +/- 2332.06, N = 3 SE +/- 470.82, N = 3 SE +/- 1589.17, N = 3 128373 296545 226675 111915 1. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lpthread -lrt -ldl -lm
PostgreSQL pgbench Scaling Factor: 1 - Clients: 50 - Mode: Read Only - Average Latency OpenBenchmarking.org ms, Fewer Is Better PostgreSQL pgbench 13.0 Scaling Factor: 1 - Clients: 50 - Mode: Read Only - Average Latency GM-1000 CompuLab Airtop3 Karbon 700 CompuLab Airtop 0.1006 0.2012 0.3018 0.4024 0.503 SE +/- 0.003, N = 15 SE +/- 0.001, N = 3 SE +/- 0.000, N = 3 SE +/- 0.006, N = 3 0.390 0.169 0.221 0.447 1. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lpthread -lrt -ldl -lm
PostgreSQL pgbench Scaling Factor: 1 - Clients: 50 - Mode: Read Write OpenBenchmarking.org TPS, More Is Better PostgreSQL pgbench 13.0 Scaling Factor: 1 - Clients: 50 - Mode: Read Write GM-1000 CompuLab Airtop3 Karbon 700 CompuLab Airtop 160 320 480 640 800 SE +/- 3.31, N = 3 SE +/- 1.80, N = 3 SE +/- 23.33, N = 15 SE +/- 0.26, N = 3 726 597 756 319 1. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lpthread -lrt -ldl -lm
PostgreSQL pgbench Scaling Factor: 1 - Clients: 50 - Mode: Read Write - Average Latency OpenBenchmarking.org ms, Fewer Is Better PostgreSQL pgbench 13.0 Scaling Factor: 1 - Clients: 50 - Mode: Read Write - Average Latency GM-1000 CompuLab Airtop3 Karbon 700 CompuLab Airtop 30 60 90 120 150 SE +/- 0.31, N = 3 SE +/- 0.25, N = 3 SE +/- 2.36, N = 15 SE +/- 0.13, N = 3 68.90 83.73 67.17 156.87 1. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lpthread -lrt -ldl -lm
PostgreSQL pgbench CPU Temperature Monitor Min Avg Max GM-1000 60.0 64.5 70.0 CompuLab Airtop3 54.0 63.2 74.0 Karbon 700 52.0 57.8 63.0 CompuLab Airtop 52.0 58.8 69.0 OpenBenchmarking.org Celsius, Fewer Is Better PostgreSQL pgbench 13.0 CPU Temperature Monitor 20 40 60 80 100
PostgreSQL pgbench System Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better PostgreSQL pgbench 13.0 System Temperature Monitor CompuLab Airtop CompuLab Airtop3 Karbon 700 14 28 42 56 70 64.0 27.8 27.8
PostgreSQL pgbench CPU Temperature Monitor Min Avg Max GM-1000 58.0 58.9 60.0 CompuLab Airtop3 42.0 46.9 55.0 Karbon 700 47.0 50.0 55.0 CompuLab Airtop 49.0 50.4 52.0 OpenBenchmarking.org Celsius, Fewer Is Better PostgreSQL pgbench 13.0 CPU Temperature Monitor 16 32 48 64 80
PostgreSQL pgbench System Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better PostgreSQL pgbench 13.0 System Temperature Monitor CompuLab Airtop CompuLab Airtop3 Karbon 700 14 28 42 56 70 64.0 27.8 27.8
PostgreSQL pgbench CPU Temperature Monitor Min Avg Max GM-1000 57.0 65.2 74.0 CompuLab Airtop3 42.0 58.9 77.0 Karbon 700 46.0 57.1 67.0 CompuLab Airtop 48.0 58.9 69.0 OpenBenchmarking.org Celsius, Fewer Is Better PostgreSQL pgbench 13.0 CPU Temperature Monitor 20 40 60 80 100
PostgreSQL pgbench System Temperature Monitor Min Avg Max GM-1000 64.0 64.1 75.0 CompuLab Airtop3 27.8 27.8 27.8 Karbon 700 27.8 27.8 27.8 CompuLab Airtop 27.8 27.8 27.8 OpenBenchmarking.org Celsius, Fewer Is Better PostgreSQL pgbench 13.0 System Temperature Monitor 20 40 60 80 100
PostgreSQL pgbench CPU Temperature Monitor Min Avg Max GM-1000 58.0 59.0 60.0 CompuLab Airtop3 42.0 43.7 46.0 Karbon 700 43.0 45.4 49.0 CompuLab Airtop 48.0 49.1 50.0 OpenBenchmarking.org Celsius, Fewer Is Better PostgreSQL pgbench 13.0 CPU Temperature Monitor 16 32 48 64 80
PostgreSQL pgbench System Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better PostgreSQL pgbench 13.0 System Temperature Monitor CompuLab Airtop CompuLab Airtop3 Karbon 700 14 28 42 56 70 64.0 27.8 27.8
PostMark Disk Transaction Performance OpenBenchmarking.org TPS, More Is Better PostMark 1.51 Disk Transaction Performance GM-1000 CompuLab Airtop3 Karbon 700 CompuLab Airtop 2K 4K 6K 8K 10K 6578 8333 6944 5000 1. (CC) gcc options: -O3
PostMark CPU Temperature Monitor Min Avg Max GM-1000 49.0 59.2 62.0 CompuLab Airtop3 43.0 60.0 65.0 Karbon 700 38.0 49.4 51.0 CompuLab Airtop 40.0 49.6 52.0 OpenBenchmarking.org Celsius, Fewer Is Better PostMark 1.51 CPU Temperature Monitor 20 40 60 80 100
PostMark System Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better PostMark 1.51 System Temperature Monitor CompuLab Airtop CompuLab Airtop3 Karbon 700 12 24 36 48 60 54.0 27.8 27.8
PyPerformance Benchmark: go OpenBenchmarking.org Milliseconds, Fewer Is Better PyPerformance 1.0.0 Benchmark: go GM-1000 CompuLab Airtop3 Karbon 700 CompuLab Airtop 60 120 180 240 300 SE +/- 1.67, N = 3 270 200 255 279
PyPerformance Benchmark: 2to3 OpenBenchmarking.org Milliseconds, Fewer Is Better PyPerformance 1.0.0 Benchmark: 2to3 GM-1000 CompuLab Airtop3 Karbon 700 CompuLab Airtop 80 160 240 320 400 SE +/- 0.67, N = 3 352 264 332 375
PyPerformance Benchmark: chaos OpenBenchmarking.org Milliseconds, Fewer Is Better PyPerformance 1.0.0 Benchmark: chaos GM-1000 CompuLab Airtop3 Karbon 700 CompuLab Airtop 30 60 90 120 150 SE +/- 1.00, N = 3 SE +/- 0.06, N = 3 117.0 85.9 109.0 121.0
PyPerformance Benchmark: float OpenBenchmarking.org Milliseconds, Fewer Is Better PyPerformance 1.0.0 Benchmark: float GM-1000 CompuLab Airtop3 Karbon 700 CompuLab Airtop 30 60 90 120 150 SE +/- 0.06, N = 3 SE +/- 0.33, N = 3 122.0 89.9 114.0 136.0
PyPerformance Benchmark: nbody OpenBenchmarking.org Milliseconds, Fewer Is Better PyPerformance 1.0.0 Benchmark: nbody GM-1000 CompuLab Airtop3 Karbon 700 CompuLab Airtop 30 60 90 120 150 SE +/- 0.33, N = 3 138 103 131 140
PyPerformance Benchmark: pathlib OpenBenchmarking.org Milliseconds, Fewer Is Better PyPerformance 1.0.0 Benchmark: pathlib GM-1000 CompuLab Airtop3 Karbon 700 CompuLab Airtop 6 12 18 24 30 SE +/- 0.00, N = 3 SE +/- 0.00, N = 3 SE +/- 0.06, N = 3 SE +/- 0.09, N = 3 19.3 14.3 18.2 23.0
PyPerformance Benchmark: raytrace OpenBenchmarking.org Milliseconds, Fewer Is Better PyPerformance 1.0.0 Benchmark: raytrace GM-1000 CompuLab Airtop3 Karbon 700 CompuLab Airtop 120 240 360 480 600 SE +/- 0.67, N = 3 SE +/- 0.88, N = 3 505 376 479 538
PyPerformance Benchmark: json_loads OpenBenchmarking.org Milliseconds, Fewer Is Better PyPerformance 1.0.0 Benchmark: json_loads GM-1000 CompuLab Airtop3 Karbon 700 CompuLab Airtop 7 14 21 28 35 SE +/- 0.03, N = 3 SE +/- 0.19, N = 3 SE +/- 0.00, N = 3 SE +/- 0.17, N = 3 28.4 21.4 27.1 28.0
PyPerformance Benchmark: crypto_pyaes OpenBenchmarking.org Milliseconds, Fewer Is Better PyPerformance 1.0.0 Benchmark: crypto_pyaes GM-1000 CompuLab Airtop3 Karbon 700 CompuLab Airtop 30 60 90 120 150 SE +/- 0.33, N = 3 SE +/- 0.03, N = 3 116.0 85.9 109.0 125.0
PyPerformance Benchmark: regex_compile OpenBenchmarking.org Milliseconds, Fewer Is Better PyPerformance 1.0.0 Benchmark: regex_compile GM-1000 CompuLab Airtop3 Karbon 700 CompuLab Airtop 40 80 120 160 200 SE +/- 0.58, N = 3 186 138 178 196
PyPerformance Benchmark: python_startup OpenBenchmarking.org Milliseconds, Fewer Is Better PyPerformance 1.0.0 Benchmark: python_startup GM-1000 CompuLab Airtop3 Karbon 700 CompuLab Airtop 3 6 9 12 15 SE +/- 0.06, N = 3 SE +/- 0.00, N = 3 SE +/- 0.01, N = 3 SE +/- 0.03, N = 3 9.01 6.82 8.52 10.20
PyPerformance Benchmark: django_template OpenBenchmarking.org Milliseconds, Fewer Is Better PyPerformance 1.0.0 Benchmark: django_template GM-1000 CompuLab Airtop3 Karbon 700 CompuLab Airtop 12 24 36 48 60 SE +/- 0.15, N = 3 SE +/- 0.06, N = 3 SE +/- 0.15, N = 3 SE +/- 0.00, N = 3 52.3 38.9 49.3 55.2
PyPerformance Benchmark: pickle_pure_python OpenBenchmarking.org Milliseconds, Fewer Is Better PyPerformance 1.0.0 Benchmark: pickle_pure_python GM-1000 CompuLab Airtop3 Karbon 700 CompuLab Airtop 110 220 330 440 550 SE +/- 2.73, N = 3 462 339 434 489
PyPerformance CPU Temperature Monitor Min Avg Max GM-1000 59.0 65.5 73.0 CompuLab Airtop3 53.0 76.6 84.0 Karbon 700 50.0 57.9 67.0 CompuLab Airtop 55.0 60.6 69.0 OpenBenchmarking.org Celsius, Fewer Is Better PyPerformance 1.0.0 CPU Temperature Monitor 20 40 60 80 100
PyPerformance System Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better PyPerformance 1.0.0 System Temperature Monitor CompuLab Airtop CompuLab Airtop3 Karbon 700 14 28 42 56 70 64.0 27.8 27.8
PyPerformance CPU Temperature Monitor Min Avg Max GM-1000 58.0 67.8 72.0 CompuLab Airtop3 50.0 61.1 78.0 Karbon 700 49.0 58.7 65.0 CompuLab Airtop 52.0 60.5 66.0 OpenBenchmarking.org Celsius, Fewer Is Better PyPerformance 1.0.0 CPU Temperature Monitor 20 40 60 80 100
PyPerformance System Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better PyPerformance 1.0.0 System Temperature Monitor CompuLab Airtop CompuLab Airtop3 Karbon 700 14 28 42 56 70 64.0 27.8 27.8
PyPerformance CPU Temperature Monitor Min Avg Max GM-1000 58.0 67.6 72.0 CompuLab Airtop3 49.0 72.4 79.0 Karbon 700 47.0 59.0 62.0 CompuLab Airtop 50.0 60.5 64.0 OpenBenchmarking.org Celsius, Fewer Is Better PyPerformance 1.0.0 CPU Temperature Monitor 20 40 60 80 100
PyPerformance System Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better PyPerformance 1.0.0 System Temperature Monitor CompuLab Airtop CompuLab Airtop3 Karbon 700 14 28 42 56 70 64.0 27.8 27.8
PyPerformance CPU Temperature Monitor Min Avg Max GM-1000 57.0 67.0 72.0 CompuLab Airtop3 47.0 69.5 76.0 Karbon 700 47.0 58.4 64.0 CompuLab Airtop 50.0 60.4 64.0 OpenBenchmarking.org Celsius, Fewer Is Better PyPerformance 1.0.0 CPU Temperature Monitor 20 40 60 80 100
PyPerformance System Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better PyPerformance 1.0.0 System Temperature Monitor CompuLab Airtop CompuLab Airtop3 Karbon 700 14 28 42 56 70 64.0 27.8 27.8
PyPerformance CPU Temperature Monitor Min Avg Max GM-1000 58.0 67.9 72.0 CompuLab Airtop3 47.0 66.8 75.0 Karbon 700 47.0 58.1 62.0 CompuLab Airtop 49.0 59.8 64.0 OpenBenchmarking.org Celsius, Fewer Is Better PyPerformance 1.0.0 CPU Temperature Monitor 20 40 60 80 100
PyPerformance System Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better PyPerformance 1.0.0 System Temperature Monitor CompuLab Airtop CompuLab Airtop3 Karbon 700 14 28 42 56 70 64.0 27.8 27.8
PyPerformance CPU Temperature Monitor Min Avg Max GM-1000 57.0 68.4 71.0 CompuLab Airtop3 45.0 64.8 70.0 Karbon 700 46.0 58.6 61.0 CompuLab Airtop 49.0 58.7 61.0 OpenBenchmarking.org Celsius, Fewer Is Better PyPerformance 1.0.0 CPU Temperature Monitor 20 40 60 80 100
PyPerformance System Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better PyPerformance 1.0.0 System Temperature Monitor CompuLab Airtop CompuLab Airtop3 Karbon 700 14 28 42 56 70 64.0 27.8 27.8
PyPerformance CPU Temperature Monitor Min Avg Max GM-1000 57.0 70.2 73.0 CompuLab Airtop3 44.0 66.4 74.0 Karbon 700 46.0 60.8 63.0 CompuLab Airtop 48.0 59.7 62.0 OpenBenchmarking.org Celsius, Fewer Is Better PyPerformance 1.0.0 CPU Temperature Monitor 20 40 60 80 100
PyPerformance System Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better PyPerformance 1.0.0 System Temperature Monitor CompuLab Airtop CompuLab Airtop3 Karbon 700 14 28 42 56 70 64.0 27.8 27.8
PyPerformance CPU Temperature Monitor Min Avg Max GM-1000 57.0 67.6 71.0 CompuLab Airtop3 43.0 63.6 70.0 Karbon 700 45.0 57.5 61.0 CompuLab Airtop 47.0 57.7 61.0 OpenBenchmarking.org Celsius, Fewer Is Better PyPerformance 1.0.0 CPU Temperature Monitor 20 40 60 80 100
PyPerformance System Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better PyPerformance 1.0.0 System Temperature Monitor CompuLab Airtop CompuLab Airtop3 Karbon 700 14 28 42 56 70 64.0 27.8 27.8
PyPerformance CPU Temperature Monitor Min Avg Max GM-1000 57.0 66.0 70.0 CompuLab Airtop3 43.0 65.9 73.0 Karbon 700 45.0 56.8 61.0 CompuLab Airtop 47.0 57.1 61.0 OpenBenchmarking.org Celsius, Fewer Is Better PyPerformance 1.0.0 CPU Temperature Monitor 20 40 60 80 100
PyPerformance System Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better PyPerformance 1.0.0 System Temperature Monitor CompuLab Airtop CompuLab Airtop3 Karbon 700 14 28 42 56 70 64.0 27.8 27.8
PyPerformance CPU Temperature Monitor Min Avg Max GM-1000 57.0 67.5 71.0 CompuLab Airtop3 42.0 63.4 70.0 Karbon 700 45.0 57.3 60.0 CompuLab Airtop 47.0 57.4 61.0 OpenBenchmarking.org Celsius, Fewer Is Better PyPerformance 1.0.0 CPU Temperature Monitor 20 40 60 80 100
PyPerformance System Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better PyPerformance 1.0.0 System Temperature Monitor CompuLab Airtop CompuLab Airtop3 Karbon 700 14 28 42 56 70 64.0 27.8 27.8
PyPerformance CPU Temperature Monitor Min Avg Max GM-1000 57.0 65.6 68.0 CompuLab Airtop3 41.0 52.6 60.0 Karbon 700 44.0 54.0 58.0 CompuLab Airtop 46.0 52.9 56.0 OpenBenchmarking.org Celsius, Fewer Is Better PyPerformance 1.0.0 CPU Temperature Monitor 20 40 60 80 100
PyPerformance System Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better PyPerformance 1.0.0 System Temperature Monitor CompuLab Airtop CompuLab Airtop3 Karbon 700 14 28 42 56 70 64.0 27.8 27.8
PyPerformance CPU Temperature Monitor Min Avg Max GM-1000 57.0 67.0 70.0 CompuLab Airtop3 40.0 62.4 67.0 Karbon 700 44.0 56.5 60.0 CompuLab Airtop 46.0 56.2 59.0 OpenBenchmarking.org Celsius, Fewer Is Better PyPerformance 1.0.0 CPU Temperature Monitor 20 40 60 80 100
PyPerformance System Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better PyPerformance 1.0.0 System Temperature Monitor CompuLab Airtop CompuLab Airtop3 Karbon 700 14 28 42 56 70 64.0 27.8 27.8
PyPerformance CPU Temperature Monitor Min Avg Max GM-1000 57.0 67.1 71.0 CompuLab Airtop3 41.0 61.4 69.0 Karbon 700 44.0 56.5 60.0 CompuLab Airtop 46.0 56.8 60.0 OpenBenchmarking.org Celsius, Fewer Is Better PyPerformance 1.0.0 CPU Temperature Monitor 20 40 60 80 100
PyPerformance System Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better PyPerformance 1.0.0 System Temperature Monitor CompuLab Airtop CompuLab Airtop3 Karbon 700 14 28 42 56 70 64.0 27.8 27.8
RawTherapee Total Benchmark Time OpenBenchmarking.org Seconds, Fewer Is Better RawTherapee Total Benchmark Time GM-1000 CompuLab Airtop3 Karbon 700 CompuLab Airtop 20 40 60 80 100 SE +/- 1.25, N = 3 SE +/- 0.51, N = 3 SE +/- 0.32, N = 3 SE +/- 0.03, N = 3 95.48 60.83 85.43 99.22 1. RawTherapee, version 5.8, command line.
RawTherapee CPU Temperature Monitor Min Avg Max GM-1000 60.0 69.9 77.0 CompuLab Airtop3 51.0 76.7 88.0 Karbon 700 50.0 66.3 74.0 CompuLab Airtop 57.0 78.1 85.0 OpenBenchmarking.org Celsius, Fewer Is Better RawTherapee CPU Temperature Monitor 20 40 60 80 100
RawTherapee System Temperature Monitor Min Avg Max GM-1000 64.0 74.4 75.0 CompuLab Airtop3 27.8 27.8 27.8 Karbon 700 27.8 27.8 27.8 CompuLab Airtop 27.8 27.8 27.8 OpenBenchmarking.org Celsius, Fewer Is Better RawTherapee System Temperature Monitor 20 40 60 80 100
rays1bench Large Scene OpenBenchmarking.org mrays/s, More Is Better rays1bench 2020-01-09 Large Scene GM-1000 CompuLab Airtop3 Karbon 700 CompuLab Airtop 10 20 30 40 50 SE +/- 0.19, N = 3 SE +/- 0.09, N = 3 SE +/- 0.30, N = 13 SE +/- 0.01, N = 3 19.74 46.11 31.93 20.17
rays1bench CPU Temperature Monitor Min Avg Max GM-1000 61.0 69.3 78.0 CompuLab Airtop3 59.0 73.7 93.0 Karbon 700 56.0 69.7 87.0 CompuLab Airtop 64.0 87.3 94.0 OpenBenchmarking.org Celsius, Fewer Is Better rays1bench 2020-01-09 CPU Temperature Monitor 20 40 60 80 100
rays1bench System Temperature Monitor Min Avg Max GM-1000 64.0 73.4 75.0 CompuLab Airtop3 27.8 27.8 27.8 Karbon 700 27.8 27.8 27.8 CompuLab Airtop 27.8 27.8 27.8 OpenBenchmarking.org Celsius, Fewer Is Better rays1bench 2020-01-09 System Temperature Monitor 20 40 60 80 100
RealSR-NCNN Scale: 4x - TAA: No OpenBenchmarking.org Seconds, Fewer Is Better RealSR-NCNN 20200818 Scale: 4x - TAA: No GM-1000 CompuLab Airtop3 Karbon 700 CompuLab Airtop 50 100 150 200 250 SE +/- 0.02, N = 3 SE +/- 0.03, N = 4 SE +/- 0.02, N = 3 SE +/- 0.09, N = 3 37.88 12.63 223.46 47.27
RealSR-NCNN Scale: 4x - TAA: Yes OpenBenchmarking.org Seconds, Fewer Is Better RealSR-NCNN 20200818 Scale: 4x - TAA: Yes GM-1000 CompuLab Airtop3 Karbon 700 CompuLab Airtop 400 800 1200 1600 2000 SE +/- 0.07, N = 3 SE +/- 0.44, N = 3 SE +/- 0.20, N = 3 SE +/- 6.42, N = 9 276.62 81.53 1764.69 405.77
RealSR-NCNN CPU Temperature Monitor Min Avg Max GM-1000 50.0 51.0 60.0 CompuLab Airtop3 42.0 45.0 63.0 Karbon 700 39.0 50.3 53.0 CompuLab Airtop 41.0 41.6 51.0 OpenBenchmarking.org Celsius, Fewer Is Better RealSR-NCNN 20200818 CPU Temperature Monitor 20 40 60 80 100
RealSR-NCNN System Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better RealSR-NCNN 20200818 System Temperature Monitor CompuLab Airtop CompuLab Airtop3 Karbon 700 12 24 36 48 60 54.0 27.8 27.8
RealSR-NCNN CPU Temperature Monitor Min Avg Max GM-1000 50.0 52.5 64.0 CompuLab Airtop3 38.0 40.2 59.0 Karbon 700 41.0 54.3 58.0 CompuLab Airtop 41.0 44.4 56.0 OpenBenchmarking.org Celsius, Fewer Is Better RealSR-NCNN 20200818 CPU Temperature Monitor 20 40 60 80 100
RealSR-NCNN System Temperature Monitor Min Avg Max GM-1000 54.0 54.1 65.0 CompuLab Airtop3 27.8 27.8 27.8 Karbon 700 27.8 27.8 27.8 CompuLab Airtop 27.8 27.8 27.8 OpenBenchmarking.org Celsius, Fewer Is Better RealSR-NCNN 20200818 System Temperature Monitor 20 40 60 80 100
RNNoise OpenBenchmarking.org Seconds, Fewer Is Better RNNoise 2020-06-28 GM-1000 CompuLab Airtop3 Karbon 700 CompuLab Airtop 7 14 21 28 35 SE +/- 0.17, N = 3 SE +/- 0.01, N = 3 SE +/- 0.01, N = 3 SE +/- 0.15, N = 3 29.10 21.58 27.46 25.33 1. (CC) gcc options: -O2 -pedantic -fvisibility=hidden
RNNoise CPU Temperature Monitor Min Avg Max GM-1000 58.0 68.0 70.0 CompuLab Airtop3 47.0 65.6 71.0 Karbon 700 47.0 57.3 60.0 CompuLab Airtop 49.0 58.3 62.0 OpenBenchmarking.org Celsius, Fewer Is Better RNNoise 2020-06-28 CPU Temperature Monitor 20 40 60 80 100
RNNoise System Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better RNNoise 2020-06-28 System Temperature Monitor CompuLab Airtop CompuLab Airtop3 Karbon 700 14 28 42 56 70 64.0 27.8 27.8
SVT-AV1 Encoder Mode: Enc Mode 0 - Input: 1080p OpenBenchmarking.org Frames Per Second, More Is Better SVT-AV1 0.8 Encoder Mode: Enc Mode 0 - Input: 1080p GM-1000 CompuLab Airtop3 Karbon 700 CompuLab Airtop 0.0302 0.0604 0.0906 0.1208 0.151 SE +/- 0.000, N = 3 SE +/- 0.001, N = 3 SE +/- 0.000, N = 3 SE +/- 0.001, N = 3 0.074 0.134 0.104 0.068 1. (CXX) g++ options: -O3 -fcommon -fPIE -fPIC -pie
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 GM-1000 CompuLab Airtop3 Karbon 700 CompuLab Airtop 0.6622 1.3244 1.9866 2.6488 3.311 SE +/- 0.025, N = 3 SE +/- 0.013, N = 3 SE +/- 0.028, N = 3 SE +/- 0.002, N = 3 1.446 2.943 2.115 1.290 1. (CXX) g++ options: -O3 -fcommon -fPIE -fPIC -pie
SVT-AV1 CPU Temperature Monitor Min Avg Max GM-1000 61.0 71.2 79.0 CompuLab Airtop3 55.0 81.4 95.0 Karbon 700 53.0 70.7 77.0 CompuLab Airtop 63.0 85.6 92.0 OpenBenchmarking.org Celsius, Fewer Is Better SVT-AV1 0.8 CPU Temperature Monitor 20 40 60 80 100
SVT-AV1 System Temperature Monitor Min Avg Max GM-1000 64.0 74.7 75.0 CompuLab Airtop3 27.8 27.8 27.8 Karbon 700 27.8 27.8 27.8 CompuLab Airtop 27.8 27.8 27.8 OpenBenchmarking.org Celsius, Fewer Is Better SVT-AV1 0.8 System Temperature Monitor 20 40 60 80 100
SVT-AV1 CPU Temperature Monitor Min Avg Max GM-1000 61.0 69.3 80.0 CompuLab Airtop3 57.0 72.9 90.0 Karbon 700 53.0 67.6 79.0 CompuLab Airtop 61.0 86.3 92.0 OpenBenchmarking.org Celsius, Fewer Is Better SVT-AV1 0.8 CPU Temperature Monitor 20 40 60 80 100
SVT-AV1 System Temperature Monitor Min Avg Max GM-1000 64.0 74.0 75.0 CompuLab Airtop3 27.8 27.8 27.8 Karbon 700 27.8 27.8 27.8 CompuLab Airtop 27.8 27.8 27.8 OpenBenchmarking.org Celsius, Fewer Is Better SVT-AV1 0.8 System Temperature Monitor 20 40 60 80 100
SVT-VP9 Tuning: PSNR/SSIM Optimized - Input: Bosphorus 1080p OpenBenchmarking.org Frames Per Second, More Is Better SVT-VP9 0.1 Tuning: PSNR/SSIM Optimized - Input: Bosphorus 1080p GM-1000 CompuLab Airtop3 Karbon 700 CompuLab Airtop 40 80 120 160 200 SE +/- 1.68, N = 15 SE +/- 0.26, N = 8 SE +/- 0.71, N = 7 SE +/- 0.88, N = 7 107.79 169.12 112.71 80.91 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 0.1 Tuning: Visual Quality Optimized - Input: Bosphorus 1080p GM-1000 CompuLab Airtop3 Karbon 700 CompuLab Airtop 30 60 90 120 150 SE +/- 1.58, N = 15 SE +/- 0.95, N = 8 SE +/- 0.08, N = 6 SE +/- 0.12, N = 5 80.06 131.83 96.13 63.99 1. (CC) gcc options: -O3 -fcommon -fPIE -fPIC -fvisibility=hidden -pie -rdynamic -lpthread -lrt -lm
SVT-VP9 CPU Temperature Monitor Min Avg Max GM-1000 61.0 68.6 77.0 CompuLab Airtop3 56.0 69.2 86.0 Karbon 700 54.0 64.1 73.0 CompuLab Airtop 62.0 79.5 91.0 OpenBenchmarking.org Celsius, Fewer Is Better SVT-VP9 0.1 CPU Temperature Monitor 20 40 60 80 100
SVT-VP9 System Temperature Monitor Min Avg Max GM-1000 64.0 70.4 75.0 CompuLab Airtop3 27.8 27.8 27.8 Karbon 700 27.8 27.8 27.8 CompuLab Airtop 27.8 27.8 27.8 OpenBenchmarking.org Celsius, Fewer Is Better SVT-VP9 0.1 System Temperature Monitor 20 40 60 80 100
SVT-VP9 CPU Temperature Monitor Min Avg Max GM-1000 61.0 68.6 78.0 CompuLab Airtop3 56.0 71.9 88.0 Karbon 700 53.0 66.3 76.0 CompuLab Airtop 61.0 80.0 91.0 OpenBenchmarking.org Celsius, Fewer Is Better SVT-VP9 0.1 CPU Temperature Monitor 20 40 60 80 100
SVT-VP9 System Temperature Monitor Min Avg Max GM-1000 64.0 71.2 75.0 CompuLab Airtop3 27.8 27.8 27.8 Karbon 700 27.8 27.8 27.8 CompuLab Airtop 27.8 27.8 27.8 OpenBenchmarking.org Celsius, Fewer Is Better SVT-VP9 0.1 System Temperature Monitor 20 40 60 80 100
System Temperature Monitor Phoronix Test Suite System Monitoring OpenBenchmarking.org Celsius System Temperature Monitor Phoronix Test Suite System Monitoring GM-1000 15 30 45 60 75 Min: 54 / Avg: 71.36 / Max: 76
TensorFlow Lite Model: SqueezeNet OpenBenchmarking.org Microseconds, Fewer Is Better TensorFlow Lite 2020-08-23 Model: SqueezeNet GM-1000 CompuLab Airtop3 Karbon 700 CompuLab Airtop 120K 240K 360K 480K 600K SE +/- 5447.42, N = 4 SE +/- 69.61, N = 3 SE +/- 3356.24, N = 3 SE +/- 9.24, N = 3 406369 226512 298283 542732
TensorFlow Lite Model: Inception V4 OpenBenchmarking.org Microseconds, Fewer Is Better TensorFlow Lite 2020-08-23 Model: Inception V4 GM-1000 CompuLab Airtop3 Karbon 700 CompuLab Airtop 2M 4M 6M 8M 10M SE +/- 34182.46, N = 3 SE +/- 1363.50, N = 3 SE +/- 20514.24, N = 3 SE +/- 604.55, N = 3 6011180 3260697 4371977 7836207
TensorFlow Lite Model: NASNet Mobile OpenBenchmarking.org Microseconds, Fewer Is Better TensorFlow Lite 2020-08-23 Model: NASNet Mobile GM-1000 CompuLab Airtop3 Karbon 700 CompuLab Airtop 80K 160K 240K 320K 400K SE +/- 4505.57, N = 4 SE +/- 758.89, N = 3 SE +/- 2829.30, N = 3 SE +/- 14.01, N = 3 321246 199708 262007 388319
TensorFlow Lite Model: Mobilenet Float OpenBenchmarking.org Microseconds, Fewer Is Better TensorFlow Lite 2020-08-23 Model: Mobilenet Float GM-1000 CompuLab Airtop3 Karbon 700 CompuLab Airtop 80K 160K 240K 320K 400K SE +/- 4495.68, N = 3 SE +/- 175.70, N = 3 SE +/- 2261.01, N = 3 SE +/- 22.91, N = 3 278393 153645 202055 367036
TensorFlow Lite Model: Mobilenet Quant OpenBenchmarking.org Microseconds, Fewer Is Better TensorFlow Lite 2020-08-23 Model: Mobilenet Quant GM-1000 CompuLab Airtop3 Karbon 700 CompuLab Airtop 80K 160K 240K 320K 400K SE +/- 4770.18, N = 3 SE +/- 67.72, N = 3 SE +/- 2286.50, N = 3 SE +/- 116.90, N = 3 279524 156496 205126 355185
TensorFlow Lite Model: Inception ResNet V2 OpenBenchmarking.org Microseconds, Fewer Is Better TensorFlow Lite 2020-08-23 Model: Inception ResNet V2 GM-1000 CompuLab Airtop3 Karbon 700 CompuLab Airtop 1.5M 3M 4.5M 6M 7.5M SE +/- 40177.63, N = 3 SE +/- 1078.35, N = 3 SE +/- 17665.88, N = 3 SE +/- 615.40, N = 3 5441300 2946127 3952660 7087053
TensorFlow Lite CPU Temperature Monitor Min Avg Max GM-1000 60.0 68.9 78.0 CompuLab Airtop3 57.0 76.6 93.0 Karbon 700 53.0 68.5 75.0 CompuLab Airtop 62.0 86.1 88.0 OpenBenchmarking.org Celsius, Fewer Is Better TensorFlow Lite 2020-08-23 CPU Temperature Monitor 20 40 60 80 100
TensorFlow Lite System Temperature Monitor Min Avg Max GM-1000 64.0 74.2 75.0 CompuLab Airtop3 27.8 27.8 27.8 Karbon 700 27.8 27.8 27.8 CompuLab Airtop 27.8 27.8 27.8 OpenBenchmarking.org Celsius, Fewer Is Better TensorFlow Lite 2020-08-23 System Temperature Monitor 20 40 60 80 100
TensorFlow Lite CPU Temperature Monitor Min Avg Max GM-1000 61.0 69.0 77.0 CompuLab Airtop3 57.0 77.5 96.0 Karbon 700 53.0 69.2 76.0 CompuLab Airtop 61.0 86.7 88.0 OpenBenchmarking.org Celsius, Fewer Is Better TensorFlow Lite 2020-08-23 CPU Temperature Monitor 20 40 60 80 100
TensorFlow Lite System Temperature Monitor Min Avg Max GM-1000 64.0 74.7 75.0 CompuLab Airtop3 27.8 27.8 27.8 Karbon 700 27.8 27.8 27.8 CompuLab Airtop 27.8 27.8 27.8 OpenBenchmarking.org Celsius, Fewer Is Better TensorFlow Lite 2020-08-23 System Temperature Monitor 20 40 60 80 100
TensorFlow Lite CPU Temperature Monitor Min Avg Max GM-1000 61.0 69.2 78.0 CompuLab Airtop3 57.0 76.7 91.0 Karbon 700 54.0 69.1 78.0 CompuLab Airtop 61.0 85.2 88.0 OpenBenchmarking.org Celsius, Fewer Is Better TensorFlow Lite 2020-08-23 CPU Temperature Monitor 20 40 60 80 100
TensorFlow Lite System Temperature Monitor Min Avg Max GM-1000 64.0 74.2 75.0 CompuLab Airtop3 27.8 27.8 27.8 Karbon 700 27.8 27.8 27.8 CompuLab Airtop 27.8 27.8 27.8 OpenBenchmarking.org Celsius, Fewer Is Better TensorFlow Lite 2020-08-23 System Temperature Monitor 20 40 60 80 100
TensorFlow Lite CPU Temperature Monitor Min Avg Max GM-1000 61.0 69.2 78.0 CompuLab Airtop3 57.0 76.8 94.0 Karbon 700 54.0 69.7 77.0 CompuLab Airtop 61.0 84.9 87.0 OpenBenchmarking.org Celsius, Fewer Is Better TensorFlow Lite 2020-08-23 CPU Temperature Monitor 20 40 60 80 100
TensorFlow Lite System Temperature Monitor Min Avg Max GM-1000 64.0 74.2 75.0 CompuLab Airtop3 27.8 27.8 27.8 Karbon 700 27.8 27.8 27.8 CompuLab Airtop 27.8 27.8 27.8 OpenBenchmarking.org Celsius, Fewer Is Better TensorFlow Lite 2020-08-23 System Temperature Monitor 20 40 60 80 100
TensorFlow Lite CPU Temperature Monitor Min Avg Max GM-1000 61.0 69.3 78.0 CompuLab Airtop3 57.0 76.9 93.0 Karbon 700 54.0 69.8 76.0 CompuLab Airtop 61.0 84.2 87.0 OpenBenchmarking.org Celsius, Fewer Is Better TensorFlow Lite 2020-08-23 CPU Temperature Monitor 20 40 60 80 100
TensorFlow Lite System Temperature Monitor Min Avg Max GM-1000 64.0 74.2 75.0 CompuLab Airtop3 27.8 27.8 27.8 Karbon 700 27.8 27.8 27.8 CompuLab Airtop 27.8 27.8 27.8 OpenBenchmarking.org Celsius, Fewer Is Better TensorFlow Lite 2020-08-23 System Temperature Monitor 20 40 60 80 100
TensorFlow Lite CPU Temperature Monitor Min Avg Max GM-1000 61.0 69.2 78.0 CompuLab Airtop3 57.0 77.5 95.0 Karbon 700 54.0 69.7 76.0 CompuLab Airtop 60.0 85.7 88.0 OpenBenchmarking.org Celsius, Fewer Is Better TensorFlow Lite 2020-08-23 CPU Temperature Monitor 20 40 60 80 100
TensorFlow Lite System Temperature Monitor Min Avg Max GM-1000 64.0 74.7 75.0 CompuLab Airtop3 27.8 27.8 27.8 Karbon 700 27.8 27.8 27.8 CompuLab Airtop 27.8 27.8 27.8 OpenBenchmarking.org Celsius, Fewer Is Better TensorFlow Lite 2020-08-23 System Temperature Monitor 20 40 60 80 100
Tesseract OCR Time To OCR 7 Images OpenBenchmarking.org Seconds, Fewer Is Better Tesseract OCR 4.1.1 Time To OCR 7 Images GM-1000 CompuLab Airtop3 Karbon 700 CompuLab Airtop 7 14 21 28 35 SE +/- 0.02, N = 3 SE +/- 0.02, N = 3 SE +/- 0.03, N = 3 SE +/- 0.06, N = 3 27.11 20.27 25.65 27.89
Tesseract OCR CPU Temperature Monitor Min Avg Max GM-1000 59.0 69.6 73.0 CompuLab Airtop3 44.0 63.5 73.0 Karbon 700 47.0 58.1 63.0 CompuLab Airtop 53.0 63.6 67.0 OpenBenchmarking.org Celsius, Fewer Is Better Tesseract OCR 4.1.1 CPU Temperature Monitor 20 40 60 80 100
Tesseract OCR System Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better Tesseract OCR 4.1.1 System Temperature Monitor CompuLab Airtop CompuLab Airtop3 Karbon 700 14 28 42 56 70 64.0 27.8 27.8
Timed Apache Compilation Time To Compile OpenBenchmarking.org Seconds, Fewer Is Better Timed Apache Compilation 2.4.41 Time To Compile GM-1000 CompuLab Airtop3 Karbon 700 CompuLab Airtop 8 16 24 32 40 SE +/- 0.35, N = 7 SE +/- 0.03, N = 3 SE +/- 0.08, N = 3 SE +/- 0.03, N = 3 32.12 20.91 26.43 36.06
Timed Apache Compilation CPU Temperature Monitor Min Avg Max GM-1000 60.0 69.2 76.0 CompuLab Airtop3 52.0 71.2 85.0 Karbon 700 52.0 63.8 72.0 CompuLab Airtop 58.0 71.8 82.0 OpenBenchmarking.org Celsius, Fewer Is Better Timed Apache Compilation 2.4.41 CPU Temperature Monitor 20 40 60 80 100
Timed Apache Compilation System Temperature Monitor Min Avg Max GM-1000 64.0 72.6 75.0 CompuLab Airtop3 27.8 27.8 27.8 Karbon 700 27.8 27.8 27.8 CompuLab Airtop 27.8 27.8 27.8 OpenBenchmarking.org Celsius, Fewer Is Better Timed Apache Compilation 2.4.41 System Temperature Monitor 20 40 60 80 100
Timed GDB GNU Debugger Compilation Time To Compile OpenBenchmarking.org Seconds, Fewer Is Better Timed GDB GNU Debugger Compilation 9.1 Time To Compile GM-1000 CompuLab Airtop3 Karbon 700 CompuLab Airtop 40 80 120 160 200 SE +/- 0.70, N = 3 SE +/- 0.08, N = 3 SE +/- 0.35, N = 3 SE +/- 0.28, N = 3 155.40 91.59 117.55 173.46
Timed GDB GNU Debugger Compilation CPU Temperature Monitor Min Avg Max GM-1000 60.0 68.6 76.0 CompuLab Airtop3 52.0 73.0 88.0 Karbon 700 52.0 65.6 75.0 CompuLab Airtop 57.0 74.6 85.0 OpenBenchmarking.org Celsius, Fewer Is Better Timed GDB GNU Debugger Compilation 9.1 CPU Temperature Monitor 20 40 60 80 100
Timed GDB GNU Debugger Compilation System Temperature Monitor Min Avg Max GM-1000 64.0 72.0 75.0 CompuLab Airtop3 27.8 27.8 27.8 Karbon 700 27.8 27.8 27.8 CompuLab Airtop 27.8 27.8 27.8 OpenBenchmarking.org Celsius, Fewer Is Better Timed GDB GNU Debugger Compilation 9.1 System Temperature Monitor 20 40 60 80 100
Timed HMMer Search Pfam Database Search OpenBenchmarking.org Seconds, Fewer Is Better Timed HMMer Search 3.3.1 Pfam Database Search GM-1000 CompuLab Airtop3 Karbon 700 CompuLab Airtop 30 60 90 120 150 SE +/- 0.02, N = 3 SE +/- 0.10, N = 3 SE +/- 0.08, N = 3 SE +/- 0.07, N = 3 131.25 100.19 131.20 117.87 1. (CC) gcc options: -O3 -pthread -lhmmer -leasel -lm
Timed HMMer Search CPU Temperature Monitor Min Avg Max GM-1000 59.0 67.8 72.0 CompuLab Airtop3 52.0 69.6 80.0 Karbon 700 52.0 59.1 64.0 CompuLab Airtop 57.0 68.3 74.0 OpenBenchmarking.org Celsius, Fewer Is Better Timed HMMer Search 3.3.1 CPU Temperature Monitor 20 40 60 80 100
Timed HMMer Search System Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better Timed HMMer Search 3.3.1 System Temperature Monitor CompuLab Airtop CompuLab Airtop3 Karbon 700 14 28 42 56 70 64.0 27.8 27.8
Timed Linux Kernel Compilation Time To Compile OpenBenchmarking.org Seconds, Fewer Is Better Timed Linux Kernel Compilation 5.4 Time To Compile GM-1000 CompuLab Airtop3 Karbon 700 CompuLab Airtop 50 100 150 200 250 SE +/- 0.47, N = 3 SE +/- 0.13, N = 3 SE +/- 0.65, N = 3 SE +/- 0.72, N = 3 212.65 98.51 134.67 217.41
Timed Linux Kernel Compilation CPU Temperature Monitor Min Avg Max GM-1000 61.0 68.3 76.0 CompuLab Airtop3 54.0 73.8 88.0 Karbon 700 53.0 67.0 76.0 CompuLab Airtop 58.0 85.0 90.0 OpenBenchmarking.org Celsius, Fewer Is Better Timed Linux Kernel Compilation 5.4 CPU Temperature Monitor 20 40 60 80 100
Timed Linux Kernel Compilation System Temperature Monitor Min Avg Max GM-1000 64.0 74.4 75.0 CompuLab Airtop3 27.8 27.8 27.8 Karbon 700 27.8 27.8 27.8 CompuLab Airtop 27.8 27.8 27.8 OpenBenchmarking.org Celsius, Fewer Is Better Timed Linux Kernel Compilation 5.4 System Temperature Monitor 20 40 60 80 100
Timed LLVM Compilation Time To Compile OpenBenchmarking.org Seconds, Fewer Is Better Timed LLVM Compilation 10.0 Time To Compile GM-1000 CompuLab Airtop3 Karbon 700 CompuLab Airtop 400 800 1200 1600 2000 SE +/- 1.30, N = 3 SE +/- 4.62, N = 3 SE +/- 0.57, N = 3 SE +/- 9.03, N = 3 1604.06 769.66 1051.60 1666.61
Timed LLVM Compilation CPU Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better Timed LLVM Compilation 10.0 CPU Temperature Monitor GM-1000 CompuLab Airtop3 Karbon 700 CompuLab Airtop 20 40 60 80 100 Min: 61 / Avg: 69.21 / Max: 78 Min: 56 / Avg: 77.27 / Max: 91 Min: 54 / Avg: 69.36 / Max: 78 Min: 62 / Avg: 88.67 / Max: 92
Timed LLVM Compilation System Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better Timed LLVM Compilation 10.0 System Temperature Monitor GM-1000 CompuLab Airtop3 Karbon 700 CompuLab Airtop 14 28 42 56 70 Min: 64 / Avg: 74.93 / Max: 75 Min: 27.8 / Avg: 27.8 / Max: 27.8 Min: 27.8 / Avg: 27.8 / Max: 27.8 Min: 27.8 / Avg: 27.8 / Max: 27.8
Timed MAFFT Alignment Multiple Sequence Alignment - LSU RNA OpenBenchmarking.org Seconds, Fewer Is Better Timed MAFFT Alignment 7.471 Multiple Sequence Alignment - LSU RNA GM-1000 CompuLab Airtop3 Karbon 700 CompuLab Airtop 3 6 9 12 15 SE +/- 0.101, N = 11 SE +/- 0.018, N = 5 SE +/- 0.024, N = 4 SE +/- 0.091, N = 4 11.268 8.628 12.445 12.315 1. (CC) gcc options: -std=c99 -O3 -lm -lpthread
Timed MAFFT Alignment CPU Temperature Monitor Min Avg Max GM-1000 61.0 70.5 78.0 CompuLab Airtop3 59.0 75.9 91.0 Karbon 700 54.0 65.3 72.0 CompuLab Airtop 61.0 73.9 85.0 OpenBenchmarking.org Celsius, Fewer Is Better Timed MAFFT Alignment 7.471 CPU Temperature Monitor 20 40 60 80 100
Timed MAFFT Alignment System Temperature Monitor Min Avg Max GM-1000 64.0 71.9 75.0 CompuLab Airtop3 27.8 27.8 27.8 Karbon 700 27.8 27.8 27.8 CompuLab Airtop 27.8 27.8 27.8 OpenBenchmarking.org Celsius, Fewer Is Better Timed MAFFT Alignment 7.471 System Temperature Monitor 20 40 60 80 100
Timed PHP Compilation Time To Compile OpenBenchmarking.org Seconds, Fewer Is Better Timed PHP Compilation 7.4.2 Time To Compile GM-1000 CompuLab Airtop3 Karbon 700 CompuLab Airtop 30 60 90 120 150 SE +/- 0.58, N = 3 SE +/- 0.33, N = 3 SE +/- 0.36, N = 3 SE +/- 0.08, N = 3 114.80 64.69 83.93 118.94
Timed PHP Compilation CPU Temperature Monitor Min Avg Max GM-1000 63.0 70.6 79.0 CompuLab Airtop3 59.0 77.4 93.0 Karbon 700 57.0 70.2 80.0 CompuLab Airtop 64.0 83.8 92.0 OpenBenchmarking.org Celsius, Fewer Is Better Timed PHP Compilation 7.4.2 CPU Temperature Monitor 20 40 60 80 100
Timed PHP Compilation System Temperature Monitor Min Avg Max GM-1000 64.0 74.1 75.0 CompuLab Airtop3 27.8 27.8 27.8 Karbon 700 27.8 27.8 27.8 CompuLab Airtop 27.8 27.8 27.8 OpenBenchmarking.org Celsius, Fewer Is Better Timed PHP Compilation 7.4.2 System Temperature Monitor 20 40 60 80 100
TNN Target: CPU - Model: MobileNet v2 OpenBenchmarking.org ms, Fewer Is Better TNN 0.2.3 Target: CPU - Model: MobileNet v2 GM-1000 CompuLab Airtop3 Karbon 700 CompuLab Airtop 80 160 240 320 400 SE +/- 0.15, N = 3 SE +/- 0.57, N = 3 SE +/- 0.91, N = 3 SE +/- 0.12, N = 3 369.91 283.96 369.09 301.68 MIN: 368.82 / MAX: 373.15 MIN: 282.43 / MAX: 316.3 MIN: 367.26 / MAX: 372.62 MIN: 300.63 / MAX: 304.86 1. (CXX) g++ options: -fopenmp -pthread -fvisibility=hidden -O3 -rdynamic -ldl
TNN Target: CPU - Model: SqueezeNet v1.1 OpenBenchmarking.org ms, Fewer Is Better TNN 0.2.3 Target: CPU - Model: SqueezeNet v1.1 GM-1000 CompuLab Airtop3 Karbon 700 CompuLab Airtop 80 160 240 320 400 SE +/- 0.13, N = 3 SE +/- 0.04, N = 3 SE +/- 0.14, N = 3 SE +/- 0.04, N = 3 362.13 269.28 343.22 292.59 MIN: 361.7 / MAX: 362.7 MIN: 268.32 / MAX: 274.07 MIN: 342.72 / MAX: 356.39 MIN: 291.2 / MAX: 293.74 1. (CXX) g++ options: -fopenmp -pthread -fvisibility=hidden -O3 -rdynamic -ldl
TNN CPU Temperature Monitor Min Avg Max GM-1000 59.0 69.8 74.0 CompuLab Airtop3 49.0 70.3 80.0 Karbon 700 48.0 58.0 63.0 CompuLab Airtop 53.0 63.7 67.0 OpenBenchmarking.org Celsius, Fewer Is Better TNN 0.2.3 CPU Temperature Monitor 20 40 60 80 100
TNN System Temperature Monitor Min Avg Max GM-1000 64.0 66.4 75.0 CompuLab Airtop3 27.8 27.8 27.8 Karbon 700 27.8 27.8 27.8 CompuLab Airtop 27.8 27.8 27.8 OpenBenchmarking.org Celsius, Fewer Is Better TNN 0.2.3 System Temperature Monitor 20 40 60 80 100
TNN CPU Temperature Monitor Min Avg Max GM-1000 60.0 69.9 74.0 CompuLab Airtop3 49.0 65.5 76.0 Karbon 700 48.0 55.8 60.0 CompuLab Airtop 52.0 62.8 66.0 OpenBenchmarking.org Celsius, Fewer Is Better TNN 0.2.3 CPU Temperature Monitor 20 40 60 80 100
TNN System Temperature Monitor Min Avg Max GM-1000 64.0 71.5 75.0 CompuLab Airtop3 27.8 27.8 27.8 Karbon 700 27.8 27.8 27.8 CompuLab Airtop 27.8 27.8 27.8 OpenBenchmarking.org Celsius, Fewer Is Better TNN 0.2.3 System Temperature Monitor 20 40 60 80 100
VP9 libvpx Encoding Speed: Speed 0 OpenBenchmarking.org Frames Per Second, More Is Better VP9 libvpx Encoding 1.8.2 Speed: Speed 0 GM-1000 CompuLab Airtop3 Karbon 700 CompuLab Airtop 2 4 6 8 10 SE +/- 0.03, N = 3 SE +/- 0.02, N = 3 SE +/- 0.01, N = 3 SE +/- 0.01, N = 3 5.09 7.77 6.35 4.52 1. (CXX) g++ options: -m64 -lm -lpthread -O3 -fPIC -U_FORTIFY_SOURCE -std=c++11
VP9 libvpx Encoding Speed: Speed 5 OpenBenchmarking.org Frames Per Second, More Is Better VP9 libvpx Encoding 1.8.2 Speed: Speed 5 GM-1000 CompuLab Airtop3 Karbon 700 CompuLab Airtop 7 14 21 28 35 SE +/- 0.20, N = 8 SE +/- 0.15, N = 3 SE +/- 0.09, N = 3 SE +/- 0.10, N = 3 19.65 28.61 22.87 17.21 1. (CXX) g++ options: -m64 -lm -lpthread -O3 -fPIC -U_FORTIFY_SOURCE -std=c++11
VP9 libvpx Encoding CPU Temperature Monitor Min Avg Max GM-1000 61.0 71.1 78.0 CompuLab Airtop3 56.0 82.8 90.0 Karbon 700 53.0 71.1 74.0 CompuLab Airtop 61.0 80.3 85.0 OpenBenchmarking.org Celsius, Fewer Is Better VP9 libvpx Encoding 1.8.2 CPU Temperature Monitor 20 40 60 80 100
VP9 libvpx Encoding System Temperature Monitor Min Avg Max GM-1000 64.0 74.6 75.0 CompuLab Airtop3 27.8 27.8 27.8 Karbon 700 27.8 27.8 27.8 CompuLab Airtop 27.8 27.8 27.8 OpenBenchmarking.org Celsius, Fewer Is Better VP9 libvpx Encoding 1.8.2 System Temperature Monitor 20 40 60 80 100
VP9 libvpx Encoding CPU Temperature Monitor Min Avg Max GM-1000 61.0 70.8 77.0 CompuLab Airtop3 57.0 78.4 88.0 Karbon 700 53.0 67.6 73.0 CompuLab Airtop 59.0 76.1 82.0 OpenBenchmarking.org Celsius, Fewer Is Better VP9 libvpx Encoding 1.8.2 CPU Temperature Monitor 20 40 60 80 100
VP9 libvpx Encoding System Temperature Monitor Min Avg Max GM-1000 64.0 73.6 75.0 CompuLab Airtop3 27.8 27.8 27.8 Karbon 700 27.8 27.8 27.8 CompuLab Airtop 27.8 27.8 27.8 OpenBenchmarking.org Celsius, Fewer Is Better VP9 libvpx Encoding 1.8.2 System Temperature Monitor 20 40 60 80 100
Waifu2x-NCNN Vulkan Scale: 2x - Denoise: 3 - TAA: No OpenBenchmarking.org Seconds, Fewer Is Better Waifu2x-NCNN Vulkan 20200818 Scale: 2x - Denoise: 3 - TAA: No GM-1000 Karbon 700 CompuLab Airtop 3 6 9 12 15 SE +/- 0.007, N = 9 SE +/- 0.003, N = 5 SE +/- 0.030, N = 10 3.214 10.772 3.292
Waifu2x-NCNN Vulkan Scale: 2x - Denoise: 3 - TAA: Yes OpenBenchmarking.org Seconds, Fewer Is Better Waifu2x-NCNN Vulkan 20200818 Scale: 2x - Denoise: 3 - TAA: Yes GM-1000 CompuLab Airtop3 Karbon 700 CompuLab Airtop 20 40 60 80 100 SE +/- 0.010, N = 3 SE +/- 0.012, N = 7 SE +/- 0.027, N = 3 SE +/- 0.167, N = 3 16.868 5.601 79.335 19.927
Waifu2x-NCNN Vulkan CPU Temperature Monitor Min Avg Max GM-1000 55.0 56.0 63.0 Karbon 700 44.0 52.0 57.0 CompuLab Airtop 46.0 46.9 56.0 OpenBenchmarking.org Celsius, Fewer Is Better Waifu2x-NCNN Vulkan 20200818 CPU Temperature Monitor 20 40 60 80 100
Waifu2x-NCNN Vulkan System Temperature Monitor Min Avg Max GM-1000 54.0 62.5 65.0 Karbon 700 27.8 27.8 27.8 CompuLab Airtop 27.8 27.8 27.8 OpenBenchmarking.org Celsius, Fewer Is Better Waifu2x-NCNN Vulkan 20200818 System Temperature Monitor 20 40 60 80 100
Waifu2x-NCNN Vulkan CPU Temperature Monitor Min Avg Max GM-1000 55.0 55.5 56.0 CompuLab Airtop3 37.0 39.3 53.0 Karbon 700 43.0 54.4 57.0 CompuLab Airtop 45.0 46.5 55.0 OpenBenchmarking.org Celsius, Fewer Is Better Waifu2x-NCNN Vulkan 20200818 CPU Temperature Monitor 16 32 48 64 80
Waifu2x-NCNN Vulkan System Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better Waifu2x-NCNN Vulkan 20200818 System Temperature Monitor CompuLab Airtop CompuLab Airtop3 Karbon 700 15 30 45 60 75 65.0 27.8 27.8
WebP Image Encode Encode Settings: Default OpenBenchmarking.org Encode Time - Seconds, Fewer Is Better WebP Image Encode 1.1 Encode Settings: Default GM-1000 CompuLab Airtop3 Karbon 700 CompuLab Airtop 0.4102 0.8204 1.2306 1.6408 2.051 SE +/- 0.003, N = 11 SE +/- 0.000, N = 12 SE +/- 0.002, N = 13 SE +/- 0.001, N = 11 1.759 1.313 1.673 1.823 1. (CC) gcc options: -fvisibility=hidden -O2 -pthread -lm -ljpeg -lpng16 -ltiff
WebP Image Encode Encode Settings: Quality 100 OpenBenchmarking.org Encode Time - Seconds, Fewer Is Better WebP Image Encode 1.1 Encode Settings: Quality 100 GM-1000 CompuLab Airtop3 Karbon 700 CompuLab Airtop 0.6309 1.2618 1.8927 2.5236 3.1545 SE +/- 0.001, N = 9 SE +/- 0.002, N = 10 SE +/- 0.001, N = 10 SE +/- 0.002, N = 9 2.780 2.082 2.647 2.804 1. (CC) gcc options: -fvisibility=hidden -O2 -pthread -lm -ljpeg -lpng16 -ltiff
WebP Image Encode Encode Settings: Quality 100, Lossless OpenBenchmarking.org Encode Time - Seconds, Fewer Is Better WebP Image Encode 1.1 Encode Settings: Quality 100, Lossless GM-1000 CompuLab Airtop3 Karbon 700 CompuLab Airtop 5 10 15 20 25 SE +/- 0.01, N = 3 SE +/- 0.00, N = 4 SE +/- 0.01, N = 3 SE +/- 0.00, N = 3 21.20 16.02 19.97 21.03 1. (CC) gcc options: -fvisibility=hidden -O2 -pthread -lm -ljpeg -lpng16 -ltiff
WebP Image Encode Encode Settings: Quality 100, Highest Compression OpenBenchmarking.org Encode Time - Seconds, Fewer Is Better WebP Image Encode 1.1 Encode Settings: Quality 100, Highest Compression GM-1000 CompuLab Airtop3 Karbon 700 CompuLab Airtop 2 4 6 8 10 SE +/- 0.007, N = 5 SE +/- 0.006, N = 6 SE +/- 0.014, N = 6 SE +/- 0.011, N = 5 8.572 6.380 8.133 8.449 1. (CC) gcc options: -fvisibility=hidden -O2 -pthread -lm -ljpeg -lpng16 -ltiff
WebP Image Encode Encode Settings: Quality 100, Lossless, Highest Compression OpenBenchmarking.org Encode Time - Seconds, Fewer Is Better WebP Image Encode 1.1 Encode Settings: Quality 100, Lossless, Highest Compression GM-1000 CompuLab Airtop3 Karbon 700 CompuLab Airtop 11 22 33 44 55 SE +/- 0.09, N = 3 SE +/- 0.10, N = 3 SE +/- 0.13, N = 3 SE +/- 0.05, N = 3 46.98 34.80 43.03 45.71 1. (CC) gcc options: -fvisibility=hidden -O2 -pthread -lm -ljpeg -lpng16 -ltiff
WebP Image Encode CPU Temperature Monitor Min Avg Max GM-1000 60.0 64.3 73.0 CompuLab Airtop3 54.0 60.8 81.0 Karbon 700 52.0 56.9 66.0 CompuLab Airtop 56.0 60.4 69.0 OpenBenchmarking.org Celsius, Fewer Is Better WebP Image Encode 1.1 CPU Temperature Monitor 20 40 60 80 100
WebP Image Encode System Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better WebP Image Encode 1.1 System Temperature Monitor CompuLab Airtop CompuLab Airtop3 Karbon 700 14 28 42 56 70 64.0 27.8 27.8
WebP Image Encode CPU Temperature Monitor Min Avg Max GM-1000 59.0 64.1 72.0 CompuLab Airtop3 52.0 60.5 77.0 Karbon 700 50.0 56.1 65.0 CompuLab Airtop 55.0 59.5 67.0 OpenBenchmarking.org Celsius, Fewer Is Better WebP Image Encode 1.1 CPU Temperature Monitor 20 40 60 80 100
WebP Image Encode System Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better WebP Image Encode 1.1 System Temperature Monitor CompuLab Airtop CompuLab Airtop3 Karbon 700 14 28 42 56 70 64.0 27.8 27.8
WebP Image Encode CPU Temperature Monitor Min Avg Max GM-1000 59.0 66.8 72.0 CompuLab Airtop3 51.0 65.8 78.0 Karbon 700 50.0 58.9 65.0 CompuLab Airtop 54.0 62.3 66.0 OpenBenchmarking.org Celsius, Fewer Is Better WebP Image Encode 1.1 CPU Temperature Monitor 20 40 60 80 100
WebP Image Encode System Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better WebP Image Encode 1.1 System Temperature Monitor CompuLab Airtop CompuLab Airtop3 Karbon 700 14 28 42 56 70 64.0 27.8 27.8
WebP Image Encode CPU Temperature Monitor Min Avg Max GM-1000 59.0 66.6 71.0 CompuLab Airtop3 50.0 65.6 76.0 Karbon 700 49.0 57.7 63.0 CompuLab Airtop 53.0 60.7 65.0 OpenBenchmarking.org Celsius, Fewer Is Better WebP Image Encode 1.1 CPU Temperature Monitor 20 40 60 80 100
WebP Image Encode System Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better WebP Image Encode 1.1 System Temperature Monitor CompuLab Airtop CompuLab Airtop3 Karbon 700 14 28 42 56 70 64.0 27.8 27.8
WebP Image Encode CPU Temperature Monitor Min Avg Max GM-1000 59.0 70.3 76.0 CompuLab Airtop3 49.0 68.8 79.0 Karbon 700 49.0 60.8 67.0 CompuLab Airtop 52.0 66.0 71.0 OpenBenchmarking.org Celsius, Fewer Is Better WebP Image Encode 1.1 CPU Temperature Monitor 20 40 60 80 100
WebP Image Encode System Temperature Monitor Min Avg Max GM-1000 64.0 67.9 75.0 CompuLab Airtop3 27.8 27.8 27.8 Karbon 700 27.8 27.8 27.8 CompuLab Airtop 27.8 27.8 27.8 OpenBenchmarking.org Celsius, Fewer Is Better WebP Image Encode 1.1 System Temperature Monitor 20 40 60 80 100
WireGuard + Linux Networking Stack Stress Test OpenBenchmarking.org Seconds, Fewer Is Better WireGuard + Linux Networking Stack Stress Test GM-1000 CompuLab Airtop3 Karbon 700 CompuLab Airtop 60 120 180 240 300 SE +/- 2.25, N = 3 SE +/- 0.53, N = 3 SE +/- 0.72, N = 3 SE +/- 0.60, N = 3 269.93 160.39 207.69 255.82
WireGuard + Linux Networking Stack Stress Test CPU Temperature Monitor Min Avg Max GM-1000 59.0 68.7 74.0 CompuLab Airtop3 34.0 63.0 74.0 Karbon 700 43.0 61.0 65.0 CompuLab Airtop 49.0 74.5 85.0 OpenBenchmarking.org Celsius, Fewer Is Better WireGuard + Linux Networking Stack Stress Test CPU Temperature Monitor 20 40 60 80 100
WireGuard + Linux Networking Stack Stress Test System Temperature Monitor Min Avg Max GM-1000 64.0 71.5 75.0 CompuLab Airtop3 27.8 27.8 27.8 Karbon 700 27.8 27.8 27.8 CompuLab Airtop 27.8 27.8 27.8 OpenBenchmarking.org Celsius, Fewer Is Better WireGuard + Linux Networking Stack Stress Test System Temperature Monitor 20 40 60 80 100
x265 Video Input: Bosphorus 4K OpenBenchmarking.org Frames Per Second, More Is Better x265 3.4 Video Input: Bosphorus 4K GM-1000 CompuLab Airtop3 Karbon 700 CompuLab Airtop 3 6 9 12 15 SE +/- 0.05, N = 3 SE +/- 0.11, N = 3 SE +/- 0.11, N = 3 SE +/- 0.03, N = 3 6.53 12.36 9.00 6.10 1. (CXX) g++ options: -O3 -rdynamic -lpthread -lrt -ldl -lnuma
x265 Video Input: Bosphorus 1080p OpenBenchmarking.org Frames Per Second, More Is Better x265 3.4 Video Input: Bosphorus 1080p GM-1000 CompuLab Airtop3 Karbon 700 CompuLab Airtop 12 24 36 48 60 SE +/- 0.37, N = 13 SE +/- 0.30, N = 5 SE +/- 0.41, N = 8 SE +/- 0.09, N = 3 31.42 54.91 41.44 27.91 1. (CXX) g++ options: -O3 -rdynamic -lpthread -lrt -ldl -lnuma
x265 CPU Temperature Monitor Min Avg Max GM-1000 61.0 69.6 80.0 CompuLab Airtop3 56.0 76.7 91.0 Karbon 700 53.0 68.7 77.0 CompuLab Airtop 59.0 84.2 90.0 OpenBenchmarking.org Celsius, Fewer Is Better x265 3.4 CPU Temperature Monitor 20 40 60 80 100
x265 System Temperature Monitor Min Avg Max GM-1000 64.0 74.5 75.0 CompuLab Airtop3 27.8 27.8 27.8 Karbon 700 27.8 27.8 27.8 CompuLab Airtop 27.8 27.8 27.8 OpenBenchmarking.org Celsius, Fewer Is Better x265 3.4 System Temperature Monitor 20 40 60 80 100
x265 CPU Temperature Monitor Min Avg Max GM-1000 61.0 69.0 78.0 CompuLab Airtop3 56.0 74.5 90.0 Karbon 700 53.0 68.3 77.0 CompuLab Airtop 60.0 81.8 89.0 OpenBenchmarking.org Celsius, Fewer Is Better x265 3.4 CPU Temperature Monitor 20 40 60 80 100
x265 System Temperature Monitor Min Avg Max GM-1000 64.0 73.0 76.0 CompuLab Airtop3 27.8 27.8 27.8 Karbon 700 27.8 27.8 27.8 CompuLab Airtop 27.8 27.8 27.8 OpenBenchmarking.org Celsius, Fewer Is Better x265 3.4 System Temperature Monitor 20 40 60 80 100
YafaRay Total Time For Sample Scene OpenBenchmarking.org Seconds, Fewer Is Better YafaRay 3.4.1 Total Time For Sample Scene GM-1000 CompuLab Airtop3 Karbon 700 CompuLab Airtop 80 160 240 320 400 SE +/- 2.21, N = 3 SE +/- 0.40, N = 3 SE +/- 0.75, N = 3 SE +/- 0.14, N = 3 374.75 177.73 246.30 391.50 1. (CXX) g++ options: -std=c++11 -O3 -ffast-math -rdynamic -ldl -lImath -lIlmImf -lIex -lHalf -lz -lIlmThread -lxml2 -lfreetype -lpthread
YafaRay CPU Temperature Monitor Min Avg Max GM-1000 62.0 69.1 79.0 CompuLab Airtop3 58.0 77.2 94.0 Karbon 700 55.0 70.3 80.0 CompuLab Airtop 62.0 89.4 92.0 OpenBenchmarking.org Celsius, Fewer Is Better YafaRay 3.4.1 CPU Temperature Monitor 20 40 60 80 100
YafaRay System Temperature Monitor Min Avg Max GM-1000 64.0 74.9 75.0 CompuLab Airtop3 27.8 27.8 27.8 Karbon 700 27.8 27.8 27.8 CompuLab Airtop 27.8 27.8 27.8 OpenBenchmarking.org Celsius, Fewer Is Better YafaRay 3.4.1 System Temperature Monitor 20 40 60 80 100
Zstd Compression Compression Level: 3 OpenBenchmarking.org MB/s, More Is Better Zstd Compression 1.4.5 Compression Level: 3 GM-1000 CompuLab Airtop3 Karbon 700 CompuLab Airtop 800 1600 2400 3200 4000 SE +/- 4.91, N = 3 SE +/- 2.03, N = 3 SE +/- 3.71, N = 3 SE +/- 2.72, N = 3 3601.7 2955.5 1609.0 2511.4 1. (CC) gcc options: -O3 -pthread -lz -llzma
Zstd Compression Compression Level: 19 OpenBenchmarking.org MB/s, More Is Better Zstd Compression 1.4.5 Compression Level: 19 GM-1000 CompuLab Airtop3 Karbon 700 CompuLab Airtop 6 12 18 24 30 SE +/- 0.25, N = 3 SE +/- 0.09, N = 3 SE +/- 0.00, N = 3 SE +/- 0.23, N = 3 23.3 25.7 12.5 23.7 1. (CC) gcc options: -O3 -pthread -lz -llzma
Zstd Compression CPU Temperature Monitor Min Avg Max GM-1000 57.0 66.4 73.0 CompuLab Airtop3 44.0 59.8 72.0 Karbon 700 45.0 54.1 57.0 CompuLab Airtop 47.0 57.3 66.0 OpenBenchmarking.org Celsius, Fewer Is Better Zstd Compression 1.4.5 CPU Temperature Monitor 20 40 60 80 100
Zstd Compression System Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better Zstd Compression 1.4.5 System Temperature Monitor CompuLab Airtop CompuLab Airtop3 Karbon 700 14 28 42 56 70 64.0 27.8 27.8
Zstd Compression CPU Temperature Monitor Min Avg Max GM-1000 58.0 67.1 72.0 CompuLab Airtop3 45.0 64.8 74.0 Karbon 700 46.0 57.4 62.0 CompuLab Airtop 48.0 62.6 68.0 OpenBenchmarking.org Celsius, Fewer Is Better Zstd Compression 1.4.5 CPU Temperature Monitor 20 40 60 80 100
Zstd Compression System Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better Zstd Compression 1.4.5 System Temperature Monitor CompuLab Airtop CompuLab Airtop3 Karbon 700 14 28 42 56 70 64.0 27.8 27.8
Phoronix Test Suite v10.8.4