AVX-512 Core i9 Intel Rocket Lake Benchmarks for a future article. Intel Core i9-11900K testing with a ASUS ROG MAXIMUS XIII HERO (1402 BIOS) and ASUS Intel RKL GT1 31GB on Ubuntu 22.10 via the Phoronix Test Suite.
HTML result view exported from: https://openbenchmarking.org/result/2210210-NE-AVX512ROC09&sor&grt .
Processor Motherboard Chipset Memory Disk Graphics Audio Monitor Network OS Kernel Desktop Display Server OpenGL Vulkan Compiler File-System Screen Resolution i9-11900K AVX-512 On AVX-512 Off AVX-512 On 512 Intel Core i9-11900K @ 5.10GHz (8 Cores / 16 Threads) ASUS ROG MAXIMUS XIII HERO (1402 BIOS) Intel Tiger Lake-H 32GB 2000GB Corsair Force MP600 + 32GB Flash Drive ASUS Intel RKL GT1 31GB (1300MHz) Intel Tiger Lake-H HD Audio ASUS MG28U 2 x Intel I225-V + Intel Wi-Fi 6 AX210/AX211/AX411 Ubuntu 22.10 5.19.0-21-generic (x86_64) GNOME Shell 43.0 X Server + Wayland 4.6 Mesa 22.2.1 1.3.224 GCC 12.2.0 ext4 3840x2160 OpenBenchmarking.org Kernel Details - Transparent Huge Pages: madvise Environment Details - i9-11900K: AVX-512 On: CXXFLAGS="-O3 -march=native" CFLAGS="-O3 -march=native" - i9-11900K: AVX-512 Off: CXXFLAGS="-O3 -march=native -mno-avx512f" CFLAGS="-O3 -march=native -mno-avx512f" - i9-11900K: AVX-512 On 512: CXXFLAGS="-O3 -march=native -mprefer-vector-width=512" CFLAGS="-O3 -march=native -mprefer-vector-width=512" Compiler Details - --build=x86_64-linux-gnu --disable-vtable-verify --disable-werror --enable-cet --enable-checking=release --enable-clocale=gnu --enable-default-pie --enable-gnu-unique-object --enable-languages=c,ada,c++,go,d,fortran,objc,obj-c++,m2 --enable-libphobos-checking=release --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-multiarch --enable-multilib --enable-nls --enable-objc-gc=auto --enable-offload-defaulted --enable-offload-targets=nvptx-none=/build/gcc-12-U8K4Qv/gcc-12-12.2.0/debian/tmp-nvptx/usr,amdgcn-amdhsa=/build/gcc-12-U8K4Qv/gcc-12-12.2.0/debian/tmp-gcn/usr --enable-plugin --enable-shared --enable-threads=posix --host=x86_64-linux-gnu --program-prefix=x86_64-linux-gnu- --target=x86_64-linux-gnu --with-abi=m64 --with-arch-32=i686 --with-default-libstdcxx-abi=new --with-gcc-major-version-only --with-multilib-list=m32,m64,mx32 --with-target-system-zlib=auto --with-tune=generic --without-cuda-driver -v Processor Details - Scaling Governor: intel_pstate performance (EPP: performance) - CPU Microcode: 0x54 - Thermald 2.5.1 Python Details - Python 3.10.7 Security Details - itlb_multihit: Not affected + l1tf: Not affected + mds: Not affected + meltdown: Not affected + mmio_stale_data: Mitigation of Clear buffers; SMT vulnerable + retbleed: Mitigation of Enhanced IBRS + spec_store_bypass: Mitigation of SSB disabled via prctl + spectre_v1: Mitigation of usercopy/swapgs barriers and __user pointer sanitization + spectre_v2: Mitigation of Enhanced IBRS IBPB: conditional RSB filling PBRSB-eIBRS: SW sequence + srbds: Not affected + tsx_async_abort: Not affected
ai-benchmark: Device Inference Score ai-benchmark: Device Training Score ai-benchmark: Device AI Score cpuminer-opt: Triple SHA-256, Onecoin cpuminer-opt: Quad SHA-256, Pyrite cpuminer-opt: Myriad-Groestl cpuminer-opt: Magi cpuminer-opt: Blake-2 S cpuminer-opt: x25x cpuminer-opt: Garlicoin cpuminer-opt: Ringcoin cpuminer-opt: Deepcoin cpuminer-opt: Skeincoin cpuminer-opt: LBC, LBRY Credits dav1d: Summer Nature 1080p dav1d: Summer Nature 4K dav1d: Chimera 1080p dav1d: Chimera 1080p 10-bit embree: Pathtracer ISPC - Asian Dragon embree: Pathtracer ISPC - Asian Dragon Obj embree: Pathtracer ISPC - Crown gromacs: MPI CPU - water_GMX50_bare oidn: RT.hdr_alb_nrm.3840x2160 oidn: RT.ldr_alb_nrm.3840x2160 oidn: RTLightmap.hdr.4096x4096 lczero: BLAS lczero: Eigen mnn: nasnet mnn: mobilenetV3 mnn: squeezenetv1.1 mnn: resnet-v2-50 mnn: SqueezeNetV1.0 mnn: MobileNetV2_224 mnn: mobilenet-v1-1.0 mnn: inception-v3 ncnn: CPU - mobilenet ncnn: CPU-v2-v2 - mobilenet-v2 ncnn: CPU-v3-v3 - mobilenet-v3 ncnn: CPU - shufflenet-v2 ncnn: CPU - mnasnet ncnn: CPU - efficientnet-b0 ncnn: CPU - blazeface ncnn: CPU - googlenet ncnn: CPU - vgg16 ncnn: CPU - resnet18 ncnn: CPU - alexnet ncnn: CPU - resnet50 ncnn: CPU - yolov4-tiny ncnn: CPU - squeezenet_ssd ncnn: CPU - regnety_400m ncnn: CPU - vision_transformer ncnn: CPU - FastestDet deepsparse: NLP Text Classification, BERT base uncased SST2 - Synchronous Single-Stream deepsparse: NLP Text Classification, BERT base uncased SST2 - Synchronous Single-Stream deepsparse: NLP Text Classification, BERT base uncased SST2 - Asynchronous Multi-Stream deepsparse: NLP Text Classification, BERT base uncased SST2 - Asynchronous Multi-Stream deepsparse: NLP Text Classification, DistilBERT mnli - Synchronous Single-Stream deepsparse: NLP Text Classification, DistilBERT mnli - Synchronous Single-Stream deepsparse: NLP Text Classification, DistilBERT mnli - Asynchronous Multi-Stream deepsparse: NLP Text Classification, DistilBERT mnli - Asynchronous Multi-Stream deepsparse: CV Classification, ResNet-50 ImageNet - Synchronous Single-Stream deepsparse: CV Classification, ResNet-50 ImageNet - Synchronous Single-Stream deepsparse: CV Classification, ResNet-50 ImageNet - Asynchronous Multi-Stream deepsparse: CV Classification, ResNet-50 ImageNet - Asynchronous Multi-Stream deepsparse: NLP Token Classification, BERT base uncased conll2003 - Synchronous Single-Stream deepsparse: NLP Token Classification, BERT base uncased conll2003 - Synchronous Single-Stream deepsparse: NLP Token Classification, BERT base uncased conll2003 - Asynchronous Multi-Stream deepsparse: NLP Token Classification, BERT base uncased conll2003 - Asynchronous Multi-Stream deepsparse: NLP Question Answering, BERT base uncased SQuaD 12layer Pruned90 - Synchronous Single-Stream deepsparse: NLP Question Answering, BERT base uncased SQuaD 12layer Pruned90 - Synchronous Single-Stream deepsparse: NLP Question Answering, BERT base uncased SQuaD 12layer Pruned90 - Asynchronous Multi-Stream deepsparse: NLP Question Answering, BERT base uncased SQuaD 12layer Pruned90 - Asynchronous Multi-Stream deepsparse: CV Detection,YOLOv5s COCO - Synchronous Single-Stream deepsparse: CV Detection,YOLOv5s COCO - Synchronous Single-Stream deepsparse: CV Detection,YOLOv5s COCO - Asynchronous Multi-Stream deepsparse: CV Detection,YOLOv5s COCO - Asynchronous Multi-Stream deepsparse: NLP Document Classification, oBERT base uncased on IMDB - Synchronous Single-Stream deepsparse: NLP Document Classification, oBERT base uncased on IMDB - Synchronous Single-Stream deepsparse: NLP Document Classification, oBERT base uncased on IMDB - Asynchronous Multi-Stream deepsparse: NLP Document Classification, oBERT base uncased on IMDB - Asynchronous Multi-Stream numpy: onednn: Convolution Batch Shapes Auto - f32 - CPU onednn: Convolution Batch Shapes Auto - u8s8f32 - CPU onednn: Convolution Batch Shapes Auto - bf16bf16bf16 - CPU onednn: Deconvolution Batch shapes_1d - f32 - CPU onednn: Deconvolution Batch shapes_1d - u8s8f32 - CPU onednn: Deconvolution Batch shapes_1d - bf16bf16bf16 - CPU onednn: Deconvolution Batch shapes_3d - f32 - CPU onednn: Deconvolution Batch shapes_3d - u8s8f32 - CPU onednn: Deconvolution Batch shapes_3d - bf16bf16bf16 - CPU onednn: IP Shapes 1D - f32 - CPU onednn: IP Shapes 1D - u8s8f32 - CPU onednn: IP Shapes 1D - bf16bf16bf16 - CPU onednn: IP Shapes 3D - f32 - CPU onednn: IP Shapes 3D - u8s8f32 - CPU onednn: IP Shapes 3D - bf16bf16bf16 - CPU onednn: Matrix Multiply Batch Shapes Transformer - f32 - CPU onednn: Matrix Multiply Batch Shapes Transformer - u8s8f32 - CPU onednn: Matrix Multiply Batch Shapes Transformer - bf16bf16bf16 - CPU onednn: Recurrent Neural Network Training - f32 - CPU onednn: Recurrent Neural Network Training - u8s8f32 - CPU onednn: Recurrent Neural Network Training - bf16bf16bf16 - CPU onednn: Recurrent Neural Network Inference - f32 - CPU onednn: Recurrent Neural Network Inference - u8s8f32 - CPU onednn: Recurrent Neural Network Inference - bf16bf16bf16 - CPU onnx: yolov4 - CPU - Standard onnx: yolov4 - CPU - Parallel onnx: fcn-resnet101-11 - CPU - Standard onnx: fcn-resnet101-11 - CPU - Parallel onnx: super-resolution-10 - CPU - Standard onnx: super-resolution-10 - CPU - Parallel onnx: bertsquad-12 - CPU - Standard onnx: bertsquad-12 - CPU - Parallel onnx: GPT-2 - CPU - Standard onnx: GPT-2 - CPU - Parallel onnx: ArcFace ResNet-100 - CPU - Standard onnx: ArcFace ResNet-100 - CPU - Parallel openfoam: drivaerFastback, Small Mesh Size - Mesh Time openfoam: drivaerFastback, Small Mesh Size - Execution Time openradioss: Bird Strike on Windshield openradioss: Rubber O-Ring Seal Installation openradioss: Cell Phone Drop Test openradioss: Bumper Beam openradioss: INIVOL and Fluid Structure Interaction Drop Container openvino: Face Detection FP16 - CPU openvino: Face Detection FP16 - CPU openvino: Face Detection FP16-INT8 - CPU openvino: Face Detection FP16-INT8 - CPU openvino: Age Gender Recognition Retail 0013 FP16 - CPU openvino: Age Gender Recognition Retail 0013 FP16 - CPU openvino: Age Gender Recognition Retail 0013 FP16-INT8 - CPU openvino: Age Gender Recognition Retail 0013 FP16-INT8 - CPU openvino: Person Detection FP16 - CPU openvino: Person Detection FP16 - CPU openvino: Person Detection FP32 - CPU openvino: Person Detection FP32 - CPU openvino: Weld Porosity Detection FP16-INT8 - CPU openvino: Weld Porosity Detection FP16-INT8 - CPU openvino: Weld Porosity Detection FP16 - CPU openvino: Weld Porosity Detection FP16 - CPU openvino: Vehicle Detection FP16-INT8 - CPU openvino: Vehicle Detection FP16-INT8 - CPU openvino: Vehicle Detection FP16 - CPU openvino: Vehicle Detection FP16 - CPU openvino: Person Vehicle Bike Detection FP16 - CPU openvino: Person Vehicle Bike Detection FP16 - CPU openvino: Machine Translation EN To DE FP16 - CPU openvino: Machine Translation EN To DE FP16 - CPU openvkl: vklBenchmark ISPC ospray: gravity_spheres_volume/dim_512/ao/real_time ospray: gravity_spheres_volume/dim_512/scivis/real_time ospray: gravity_spheres_volume/dim_512/pathtracer/real_time ospray: particle_volume/ao/real_time ospray: particle_volume/scivis/real_time ospray: particle_volume/pathtracer/real_time ospray-studio: 1 - 1080p - 1 - Path Tracer ospray-studio: 1 - 1080p - 16 - Path Tracer ospray-studio: 1 - 1080p - 32 - Path Tracer ospray-studio: 1 - 4K - 1 - Path Tracer ospray-studio: 1 - 4K - 16 - Path Tracer ospray-studio: 1 - 4K - 32 - Path Tracer ospray-studio: 3 - 1080p - 1 - Path Tracer ospray-studio: 3 - 1080p - 16 - Path Tracer ospray-studio: 3 - 1080p - 32 - Path Tracer ospray-studio: 3 - 4K - 1 - Path Tracer ospray-studio: 3 - 4K - 16 - Path Tracer ospray-studio: 3 - 4K - 32 - Path Tracer simdjson: PartialTweets simdjson: LargeRand simdjson: Kostya simdjson: DistinctUserID simdjson: TopTweet tensorflow: CPU - 16 - VGG-16 tensorflow: CPU - 16 - ResNet-50 tensorflow: CPU - 16 - AlexNet tensorflow: CPU - 16 - GoogLeNet tensorflow: CPU - 32 - VGG-16 tensorflow: CPU - 32 - ResNet-50 tensorflow: CPU - 32 - AlexNet tensorflow: CPU - 32 - GoogLeNet tensorflow: CPU - 64 - VGG-16 tensorflow: CPU - 64 - ResNet-50 tensorflow: CPU - 64 - AlexNet tensorflow: CPU - 64 - GoogLeNet tensorflow: CPU - 256 - VGG-16 tensorflow: CPU - 256 - ResNet-50 tensorflow: CPU - 256 - AlexNet tensorflow: CPU - 256 - GoogLeNet tensorflow: CPU - 512 - AlexNet tensorflow: CPU - 512 - GoogLeNet tnn: CPU - DenseNet tnn: CPU - MobileNet v2 tnn: CPU - SqueezeNet v1.1 tnn: CPU - SqueezeNet v2 xmrig: Monero - 1M xmrig: Wownero - 1M i9-11900K AVX-512 On AVX-512 Off AVX-512 On 512 1376 2069 3445 231700 167500 40573 452.82 862110 387.72 4384.38 2152.94 11148.96 111730 77083 894.73 207.14 734.61 510.88 16.5129 14.4298 14.6252 1.031 0.43 0.43 0.21 1268 1186 7.468 0.938 1.670 10.295 3.073 2.131 1.972 19.580 12.28 3.73 2.68 2.33 2.62 4.86 0.80 10.16 44.74 8.69 6.98 15.99 20.99 17.19 7.05 87.29 2.98 35.3834 28.2567 40.8668 97.8481 68.7607 14.5381 80.6747 49.5682 132.9124 7.5173 155.3852 25.7285 8.8759 112.6756 8.9516 446.8814 43.6753 22.8900 36.5979 109.2808 49.6651 20.1259 50.7670 78.7761 8.9135 112.1891 8.9588 446.4889 631.24 14.3619 12.1099 16.1640 8.55193 0.840660 20.8058 4.33063 1.47049 17.3084 4.03554 0.720702 8.55274 10.6347 3.01377 4.81904 3.26773 1.32134 3.81793 3079.96 3088.89 3093.58 1814.65 1817.59 1814.03 529 319 102 73 7356 4950 1008 519 6954 5548 2249 1388 45.488465 538.97618 309.21 250.33 120.62 177.40 759.23 2.97 1346.99 12.23 326.76 9379.27 0.85 23074.82 0.34 1.78 2235.54 1.76 2250.02 1240.56 6.43 320.80 24.92 623.17 6.41 108.61 36.80 286.43 13.95 35.62 112.27 113 4.42072 4.37042 5.36461 4.95822 4.98037 173.134 1958 31054 65723 7743 127267 251261 2358 37662 78746 9373 152903 302582 8.52 1.47 4.54 8.78 8.82 7.76 20.46 80.75 63.34 8.32 21.24 112.10 64.22 8.73 21.86 136.92 65.02 9.42 22.20 163.87 66.63 173.67 67.68 2704.934 245.952 230.819 47.193 2239.5 4015.0 1414 1282 2696 106137 64663 16150 453.39 393213 359.01 2381.45 2130.49 9966.10 70720 27270 879.37 192.71 691.43 487.09 15.8952 14.0227 13.8618 1.020 0.43 0.43 0.21 1240 1062 7.139 0.942 2.023 18.043 3.694 1.934 1.798 23.418 11.43 3.34 2.49 2.33 2.37 4.35 0.76 9.55 45.68 8.24 6.33 15.40 18.80 13.89 6.70 110.38 2.85 28.9677 34.5145 35.5207 112.5989 56.5928 17.6640 69.1005 57.8764 85.9777 11.6244 101.6365 39.3450 7.8089 128.0523 8.1213 492.3767 25.5407 39.1448 26.5261 150.7668 43.3933 23.0354 43.2306 92.5054 7.8337 127.6469 8.1425 491.1153 575.79 15.6093 14.8411 8.39772 1.77832 5.39327 2.31183 3.22680 1.24396 11.6771 2.18670 3.67360 1.40330 3271.06 3270.55 3271.27 2000.12 2003.54 2006.02 517 315 100 72 7279 4515 1042 515 6954 5557 1951 1278 46.532622 538.29062 311.82 243.47 128.16 174.60 713.35 2.60 1525.18 4.88 817.17 7956.78 1.00 14973.88 0.53 1.54 2563.45 1.54 2563.87 533.79 14.98 252.69 15.81 310.38 12.88 141.30 28.29 325.95 12.26 31.70 126.09 87 2.82821 2.72378 4.05745 6.02446 5.91636 164.963 2134 34112 72145 8450 139519 275693 2561 40948 85854 10148 166508 329527 6.20 1.36 3.86 6.33 6.35 5.69 12.29 67.80 36.22 5.95 12.32 87.79 36.49 6.11 12.37 103.31 36.94 6.22 12.48 117.43 37.37 107.72 33.92 2703.558 241.314 228.683 46.360 2256.1 4076.4 1363 2076 3439 230687 164790 40663 449.42 895513 379.94 4392.29 2190.91 11270 112403 76393 902.92 190.82 727.76 477.09 16.4541 14.3502 14.6198 1.035 0.43 0.43 0.21 1273 1194 7.527 0.963 1.675 10.368 3.114 2.125 1.989 19.403 12.28 3.77 2.71 2.33 2.58 4.79 0.80 9.96 44.59 8.64 6.69 16.24 22.01 17.34 7.10 70.39 2.98 35.4238 28.2249 40.8021 98.0286 68.7715 14.5355 81.0216 49.3593 133.7435 7.4707 156.8121 25.4949 8.9905 111.2249 9.0886 440.0994 43.4408 23.0134 36.8617 108.4890 49.9913 19.9939 51.3573 77.8730 9.0118 110.9617 9.0792 440.5608 631.86 14.2835 12.0178 16.1605 8.50891 0.846376 20.2612 4.32564 1.46948 17.2687 4.03294 0.715925 8.55374 9.95113 2.75246 4.64814 3.21742 1.30906 3.66945 3062.36 3073.17 2986.72 1739.49 1738.00 1715.75 527 319 103 73 6824 4626 1012 524 6962 5545 2250 1368 45.3321 535.10825 315.86 240.62 118.89 175.69 755.60 2.95 1352.08 12.17 328.08 9460.45 0.84 22962.10 0.35 1.78 2227.69 1.77 2244.25 1242.45 6.42 321.51 24.86 630.58 6.33 109.09 36.64 285.75 13.99 35.55 112.48 112 4.46906 4.36772 5.35301 4.95280 4.95148 173.739 1951 31180 65447 7734 127540 250698 2364 37620 78809 9376 153101 303966 8.51 1.47 4.53 8.77 8.82 7.76 20.55 82.10 63.83 8.29 21.29 113.25 64.42 8.69 21.88 137.75 65.15 9.42 22.13 163.09 66.49 172.66 67.67 2695.646 240.410 228.424 45.679 2252.6 4075.5 OpenBenchmarking.org
AI Benchmark Alpha Device Inference Score OpenBenchmarking.org Score, More Is Better AI Benchmark Alpha 0.1.2 Device Inference Score AVX-512 Off AVX-512 On AVX-512 On 512 300 600 900 1200 1500 1414 1376 1363
AI Benchmark Alpha Device Training Score OpenBenchmarking.org Score, More Is Better AI Benchmark Alpha 0.1.2 Device Training Score AVX-512 On 512 AVX-512 On AVX-512 Off 400 800 1200 1600 2000 2076 2069 1282
AI Benchmark Alpha Device AI Score OpenBenchmarking.org Score, More Is Better AI Benchmark Alpha 0.1.2 Device AI Score AVX-512 On AVX-512 On 512 AVX-512 Off 700 1400 2100 2800 3500 3445 3439 2696
AI Benchmark Alpha Device AI Score OpenBenchmarking.org Score Per Watt, More Is Better AI Benchmark Alpha 0.1.2 Device AI Score AVX-512 On 512 AVX-512 On AVX-512 Off 5 10 15 20 25 21.26 21.17 16.76
AI Benchmark Alpha CPU Peak Freq (Highest CPU Core Frequency) Monitor OpenBenchmarking.org Megahertz, More Is Better AI Benchmark Alpha 0.1.2 CPU Peak Freq (Highest CPU Core Frequency) Monitor AVX-512 Off AVX-512 On 512 AVX-512 On 900 1800 2700 3600 4500 Min: 4700 / Avg: 4852.05 / Max: 5308 Min: 3475 / Avg: 4839.25 / Max: 5311 Min: 3500 / Avg: 4834.52 / Max: 5302
AI Benchmark Alpha CPU Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better AI Benchmark Alpha 0.1.2 CPU Power Consumption Monitor AVX-512 Off AVX-512 On 512 AVX-512 On 50 100 150 200 250 Min: 11.83 / Avg: 160.88 / Max: 250.01 Min: 12.02 / Avg: 161.75 / Max: 239 Min: 11.95 / Avg: 162.75 / Max: 242.39
AI Benchmark Alpha CPU Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better AI Benchmark Alpha 0.1.2 CPU Temperature Monitor AVX-512 Off AVX-512 On 512 AVX-512 On 20 40 60 80 100 Min: 27 / Avg: 70 / Max: 89 Min: 33 / Avg: 75.48 / Max: 97 Min: 29 / Avg: 75.69 / Max: 98
CPU Peak Freq (Highest CPU Core Frequency) Monitor Phoronix Test Suite System Monitoring OpenBenchmarking.org Megahertz CPU Peak Freq (Highest CPU Core Frequency) Monitor Phoronix Test Suite System Monitoring AVX-512 On 512 AVX-512 On AVX-512 Off 1000 2000 3000 4000 5000 Min: 2700 / Avg: 4722.22 / Max: 5323 Min: 3350 / Avg: 4733.96 / Max: 5541 Min: 3500 / Avg: 4781.84 / Max: 5621
CPU Power Consumption Monitor Phoronix Test Suite System Monitoring OpenBenchmarking.org Watts CPU Power Consumption Monitor Phoronix Test Suite System Monitoring AVX-512 Off AVX-512 On AVX-512 On 512 50 100 150 200 250 Min: 6.36 / Avg: 173.58 / Max: 251.93 Min: 6.37 / Avg: 188.45 / Max: 283.94 Min: 6.3 / Avg: 192.29 / Max: 280.23
CPU Temperature Monitor Phoronix Test Suite System Monitoring OpenBenchmarking.org Celsius CPU Temperature Monitor Phoronix Test Suite System Monitoring AVX-512 Off AVX-512 On AVX-512 On 512 20 40 60 80 100 Min: 27 / Avg: 72.98 / Max: 95 Min: 29 / Avg: 78.17 / Max: 100 Min: 31 / Avg: 79.47 / Max: 100
Cpuminer-Opt Algorithm: Triple SHA-256, Onecoin OpenBenchmarking.org kH/s, More Is Better Cpuminer-Opt 3.18 Algorithm: Triple SHA-256, Onecoin AVX-512 On AVX-512 On 512 AVX-512 Off 50K 100K 150K 200K 250K SE +/- 1895.81, N = 3 SE +/- 1461.35, N = 3 SE +/- 627.84, N = 3 231700 230687 106137 -mno-avx512f 1. (CXX) g++ options: -O3 -march=native -lcurl -lz -lpthread -lssl -lcrypto -lgmp
Cpuminer-Opt Algorithm: Triple SHA-256, Onecoin OpenBenchmarking.org kH/s Per Watt, More Is Better Cpuminer-Opt 3.18 Algorithm: Triple SHA-256, Onecoin AVX-512 On AVX-512 On 512 AVX-512 Off 300 600 900 1200 1500 1366.28 1361.66 820.32
Cpuminer-Opt CPU Peak Freq (Highest CPU Core Frequency) Monitor OpenBenchmarking.org Megahertz, More Is Better Cpuminer-Opt 3.18 CPU Peak Freq (Highest CPU Core Frequency) Monitor AVX-512 Off AVX-512 On AVX-512 On 512 900 1800 2700 3600 4500 Min: 4700 / Avg: 4834.78 / Max: 5300 Min: 4700 / Avg: 4759.14 / Max: 5300 Min: 4700 / Avg: 4753.44 / Max: 5300
Cpuminer-Opt CPU Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better Cpuminer-Opt 3.18 CPU Power Consumption Monitor AVX-512 Off AVX-512 On 512 AVX-512 On 50 100 150 200 250 Min: 12.4 / Avg: 129.38 / Max: 169.44 Min: 12.41 / Avg: 169.42 / Max: 278.89 Min: 12.5 / Avg: 169.58 / Max: 237.02
Cpuminer-Opt CPU Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better Cpuminer-Opt 3.18 CPU Temperature Monitor AVX-512 Off AVX-512 On AVX-512 On 512 20 40 60 80 100 Min: 39 / Avg: 64.76 / Max: 73 Min: 40 / Avg: 74.89 / Max: 92 Min: 42 / Avg: 75.38 / Max: 94
Cpuminer-Opt Algorithm: Quad SHA-256, Pyrite OpenBenchmarking.org kH/s, More Is Better Cpuminer-Opt 3.18 Algorithm: Quad SHA-256, Pyrite AVX-512 On AVX-512 On 512 AVX-512 Off 40K 80K 120K 160K 200K SE +/- 280.42, N = 3 SE +/- 346.55, N = 3 SE +/- 42.56, N = 3 167500 164790 64663 -mno-avx512f 1. (CXX) g++ options: -O3 -march=native -lcurl -lz -lpthread -lssl -lcrypto -lgmp
Cpuminer-Opt Algorithm: Quad SHA-256, Pyrite OpenBenchmarking.org kH/s Per Watt, More Is Better Cpuminer-Opt 3.18 Algorithm: Quad SHA-256, Pyrite AVX-512 On AVX-512 On 512 AVX-512 Off 200 400 600 800 1000 953.89 930.90 460.38
Cpuminer-Opt CPU Peak Freq (Highest CPU Core Frequency) Monitor OpenBenchmarking.org Megahertz, More Is Better Cpuminer-Opt 3.18 CPU Peak Freq (Highest CPU Core Frequency) Monitor AVX-512 Off AVX-512 On 512 AVX-512 On 900 1800 2700 3600 4500 Min: 4700 / Avg: 4831.54 / Max: 5312 Min: 4700 / Avg: 4753.87 / Max: 5290 Min: 4700 / Avg: 4750.65 / Max: 5300
Cpuminer-Opt CPU Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better Cpuminer-Opt 3.18 CPU Power Consumption Monitor AVX-512 Off AVX-512 On AVX-512 On 512 50 100 150 200 250 Min: 12.24 / Avg: 140.46 / Max: 186.51 Min: 12.43 / Avg: 175.6 / Max: 252.11 Min: 12.25 / Avg: 177.02 / Max: 245.52
Cpuminer-Opt CPU Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better Cpuminer-Opt 3.18 CPU Temperature Monitor AVX-512 Off AVX-512 On AVX-512 On 512 20 40 60 80 100 Min: 36 / Avg: 65.33 / Max: 73 Min: 38 / Avg: 73.74 / Max: 92 Min: 39 / Avg: 75.84 / Max: 93
Cpuminer-Opt Algorithm: Myriad-Groestl OpenBenchmarking.org kH/s, More Is Better Cpuminer-Opt 3.18 Algorithm: Myriad-Groestl AVX-512 On 512 AVX-512 On AVX-512 Off 9K 18K 27K 36K 45K SE +/- 164.55, N = 3 SE +/- 58.12, N = 3 SE +/- 17.32, N = 3 40663 40573 16150 -mno-avx512f 1. (CXX) g++ options: -O3 -march=native -lcurl -lz -lpthread -lssl -lcrypto -lgmp
Cpuminer-Opt Algorithm: Myriad-Groestl OpenBenchmarking.org kH/s Per Watt, More Is Better Cpuminer-Opt 3.18 Algorithm: Myriad-Groestl AVX-512 On AVX-512 On 512 AVX-512 Off 40 80 120 160 200 198.30 197.49 101.32
Cpuminer-Opt CPU Peak Freq (Highest CPU Core Frequency) Monitor OpenBenchmarking.org Megahertz, More Is Better Cpuminer-Opt 3.18 CPU Peak Freq (Highest CPU Core Frequency) Monitor AVX-512 Off AVX-512 On 512 AVX-512 On 900 1800 2700 3600 4500 Min: 4700 / Avg: 4766.67 / Max: 5300 Min: 3500 / Avg: 4739.94 / Max: 5312 Min: 3500 / Avg: 4739.52 / Max: 5300
Cpuminer-Opt CPU Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better Cpuminer-Opt 3.18 CPU Power Consumption Monitor AVX-512 Off AVX-512 On AVX-512 On 512 50 100 150 200 250 Min: 12.36 / Avg: 159.39 / Max: 196.52 Min: 12.4 / Avg: 204.6 / Max: 277.24 Min: 12.06 / Avg: 205.9 / Max: 276.24
Cpuminer-Opt CPU Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better Cpuminer-Opt 3.18 CPU Temperature Monitor AVX-512 Off AVX-512 On AVX-512 On 512 20 40 60 80 100 Min: 37 / Avg: 68.83 / Max: 76 Min: 38 / Avg: 79.95 / Max: 97 Min: 39 / Avg: 80.53 / Max: 97
Cpuminer-Opt Algorithm: Magi OpenBenchmarking.org kH/s, More Is Better Cpuminer-Opt 3.18 Algorithm: Magi AVX-512 Off AVX-512 On AVX-512 On 512 100 200 300 400 500 SE +/- 0.84, N = 3 SE +/- 0.67, N = 3 SE +/- 3.36, N = 3 453.39 452.82 449.42 -mno-avx512f 1. (CXX) g++ options: -O3 -march=native -lcurl -lz -lpthread -lssl -lcrypto -lgmp
Cpuminer-Opt Algorithm: Magi OpenBenchmarking.org kH/s Per Watt, More Is Better Cpuminer-Opt 3.18 Algorithm: Magi AVX-512 Off AVX-512 On AVX-512 On 512 0.6158 1.2316 1.8474 2.4632 3.079 2.737 2.717 2.120
Cpuminer-Opt CPU Peak Freq (Highest CPU Core Frequency) Monitor OpenBenchmarking.org Megahertz, More Is Better Cpuminer-Opt 3.18 CPU Peak Freq (Highest CPU Core Frequency) Monitor AVX-512 Off AVX-512 On AVX-512 On 512 900 1800 2700 3600 4500 Min: 4700 / Avg: 4762.57 / Max: 5300 Min: 4700 / Avg: 4753.83 / Max: 5300 Min: 3555 / Avg: 4644.34 / Max: 5300
Cpuminer-Opt CPU Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better Cpuminer-Opt 3.18 CPU Power Consumption Monitor AVX-512 Off AVX-512 On AVX-512 On 512 50 100 150 200 250 Min: 12.44 / Avg: 165.63 / Max: 188.99 Min: 12.43 / Avg: 166.66 / Max: 190.11 Min: 12.13 / Avg: 212.02 / Max: 259.67
Cpuminer-Opt CPU Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better Cpuminer-Opt 3.18 CPU Temperature Monitor AVX-512 Off AVX-512 On AVX-512 On 512 20 40 60 80 100 Min: 38 / Avg: 71.08 / Max: 78 Min: 39 / Avg: 71.49 / Max: 79 Min: 40 / Avg: 82.2 / Max: 95
Cpuminer-Opt Algorithm: Blake-2 S OpenBenchmarking.org kH/s, More Is Better Cpuminer-Opt 3.18 Algorithm: Blake-2 S AVX-512 On 512 AVX-512 On AVX-512 Off 200K 400K 600K 800K 1000K SE +/- 7851.09, N = 15 SE +/- 9836.24, N = 3 SE +/- 382.81, N = 3 895513 862110 393213 -mno-avx512f 1. (CXX) g++ options: -O3 -march=native -lcurl -lz -lpthread -lssl -lcrypto -lgmp
Cpuminer-Opt Algorithm: Blake-2 S OpenBenchmarking.org kH/s Per Watt, More Is Better Cpuminer-Opt 3.18 Algorithm: Blake-2 S AVX-512 On 512 AVX-512 On AVX-512 Off 1200 2400 3600 4800 6000 5541.06 5427.52 3255.01
Cpuminer-Opt CPU Peak Freq (Highest CPU Core Frequency) Monitor OpenBenchmarking.org Megahertz, More Is Better Cpuminer-Opt 3.18 CPU Peak Freq (Highest CPU Core Frequency) Monitor AVX-512 Off AVX-512 On AVX-512 On 512 900 1800 2700 3600 4500 Min: 4700 / Avg: 4834.2 / Max: 5300 Min: 4700 / Avg: 4757.9 / Max: 5300 Min: 4700 / Avg: 4751.67 / Max: 5305
Cpuminer-Opt CPU Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better Cpuminer-Opt 3.18 CPU Power Consumption Monitor AVX-512 Off AVX-512 On AVX-512 On 512 50 100 150 200 250 Min: 12.46 / Avg: 120.8 / Max: 156.32 Min: 12.3 / Avg: 158.84 / Max: 274.55 Min: 12.31 / Avg: 161.61 / Max: 277.66
Cpuminer-Opt CPU Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better Cpuminer-Opt 3.18 CPU Temperature Monitor AVX-512 Off AVX-512 On AVX-512 On 512 20 40 60 80 100 Min: 38 / Avg: 62.38 / Max: 71 Min: 39 / Avg: 72.79 / Max: 89 Min: 42 / Avg: 74.3 / Max: 93
Cpuminer-Opt Algorithm: x25x OpenBenchmarking.org kH/s, More Is Better Cpuminer-Opt 3.18 Algorithm: x25x AVX-512 On AVX-512 On 512 AVX-512 Off 80 160 240 320 400 SE +/- 1.89, N = 3 SE +/- 7.53, N = 12 SE +/- 0.48, N = 3 387.72 379.94 359.01 -mno-avx512f 1. (CXX) g++ options: -O3 -march=native -lcurl -lz -lpthread -lssl -lcrypto -lgmp
Cpuminer-Opt Algorithm: x25x OpenBenchmarking.org kH/s Per Watt, More Is Better Cpuminer-Opt 3.18 Algorithm: x25x AVX-512 Off AVX-512 On 512 AVX-512 On 0.5148 1.0296 1.5444 2.0592 2.574 2.288 1.847 1.846
Cpuminer-Opt CPU Peak Freq (Highest CPU Core Frequency) Monitor OpenBenchmarking.org Megahertz, More Is Better Cpuminer-Opt 3.18 CPU Peak Freq (Highest CPU Core Frequency) Monitor AVX-512 Off AVX-512 On AVX-512 On 512 900 1800 2700 3600 4500 Min: 4700 / Avg: 4771.9 / Max: 5294 Min: 4650 / Avg: 4751.77 / Max: 5252 Min: 3500 / Avg: 4605.7 / Max: 5307
Cpuminer-Opt CPU Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better Cpuminer-Opt 3.18 CPU Power Consumption Monitor AVX-512 Off AVX-512 On 512 AVX-512 On 50 100 150 200 250 Min: 12.29 / Avg: 156.93 / Max: 187.81 Min: 12.21 / Avg: 205.74 / Max: 250.13 Min: 12.61 / Avg: 210.01 / Max: 243.37
Cpuminer-Opt CPU Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better Cpuminer-Opt 3.18 CPU Temperature Monitor AVX-512 Off AVX-512 On 512 AVX-512 On 20 40 60 80 100 Min: 35 / Avg: 67.7 / Max: 74 Min: 39 / Avg: 80.97 / Max: 94 Min: 38 / Avg: 82.81 / Max: 93
Cpuminer-Opt Algorithm: Garlicoin OpenBenchmarking.org kH/s, More Is Better Cpuminer-Opt 3.18 Algorithm: Garlicoin AVX-512 On 512 AVX-512 On AVX-512 Off 900 1800 2700 3600 4500 SE +/- 10.30, N = 3 SE +/- 25.90, N = 3 SE +/- 6.13, N = 3 4392.29 4384.38 2381.45 -mno-avx512f 1. (CXX) g++ options: -O3 -march=native -lcurl -lz -lpthread -lssl -lcrypto -lgmp
Cpuminer-Opt Algorithm: Garlicoin OpenBenchmarking.org kH/s Per Watt, More Is Better Cpuminer-Opt 3.18 Algorithm: Garlicoin AVX-512 On 512 AVX-512 On AVX-512 Off 5 10 15 20 25 19.90 19.40 13.64
Cpuminer-Opt CPU Peak Freq (Highest CPU Core Frequency) Monitor OpenBenchmarking.org Megahertz, More Is Better Cpuminer-Opt 3.18 CPU Peak Freq (Highest CPU Core Frequency) Monitor AVX-512 Off AVX-512 On AVX-512 On 512 900 1800 2700 3600 4500 Min: 4700 / Avg: 4755.84 / Max: 5300 Min: 4522 / Avg: 4667.89 / Max: 5311 Min: 4500 / Avg: 4645.86 / Max: 5300
Cpuminer-Opt CPU Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better Cpuminer-Opt 3.18 CPU Power Consumption Monitor AVX-512 Off AVX-512 On 512 AVX-512 On 50 100 150 200 250 Min: 12.41 / Avg: 174.56 / Max: 204.63 Min: 12.3 / Avg: 220.67 / Max: 279.05 Min: 12.53 / Avg: 225.98 / Max: 278.7
Cpuminer-Opt CPU Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better Cpuminer-Opt 3.18 CPU Temperature Monitor AVX-512 Off AVX-512 On AVX-512 On 512 20 40 60 80 100 Min: 38 / Avg: 70.33 / Max: 78 Min: 39 / Avg: 84.38 / Max: 96 Min: 41 / Avg: 85.1 / Max: 98
Cpuminer-Opt Algorithm: Ringcoin OpenBenchmarking.org kH/s, More Is Better Cpuminer-Opt 3.18 Algorithm: Ringcoin AVX-512 On 512 AVX-512 On AVX-512 Off 500 1000 1500 2000 2500 SE +/- 16.96, N = 15 SE +/- 40.17, N = 13 SE +/- 5.83, N = 3 2190.91 2152.94 2130.49 -mno-avx512f 1. (CXX) g++ options: -O3 -march=native -lcurl -lz -lpthread -lssl -lcrypto -lgmp
Cpuminer-Opt Algorithm: Ringcoin OpenBenchmarking.org kH/s Per Watt, More Is Better Cpuminer-Opt 3.18 Algorithm: Ringcoin AVX-512 Off AVX-512 On 512 AVX-512 On 3 6 9 12 15 12.81 10.35 10.11
Cpuminer-Opt CPU Peak Freq (Highest CPU Core Frequency) Monitor OpenBenchmarking.org Megahertz, More Is Better Cpuminer-Opt 3.18 CPU Peak Freq (Highest CPU Core Frequency) Monitor AVX-512 Off AVX-512 On 512 AVX-512 On 900 1800 2700 3600 4500 Min: 4700 / Avg: 4750.11 / Max: 5297 Min: 3500 / Avg: 4689.84 / Max: 5300 Min: 3500 / Avg: 4653.7 / Max: 5308
Cpuminer-Opt CPU Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better Cpuminer-Opt 3.18 CPU Power Consumption Monitor AVX-512 Off AVX-512 On 512 AVX-512 On 50 100 150 200 250 Min: 12.48 / Avg: 166.37 / Max: 191.48 Min: 12.63 / Avg: 211.76 / Max: 259.97 Min: 12.54 / Avg: 213.04 / Max: 259.5
Cpuminer-Opt CPU Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better Cpuminer-Opt 3.18 CPU Temperature Monitor AVX-512 Off AVX-512 On 512 AVX-512 On 20 40 60 80 100 Min: 38 / Avg: 71.45 / Max: 78 Min: 41 / Avg: 85.18 / Max: 96 Min: 40 / Avg: 85.36 / Max: 94
Cpuminer-Opt Algorithm: Deepcoin OpenBenchmarking.org kH/s, More Is Better Cpuminer-Opt 3.18 Algorithm: Deepcoin AVX-512 On 512 AVX-512 On AVX-512 Off 2K 4K 6K 8K 10K SE +/- 25.17, N = 3 SE +/- 226.60, N = 12 SE +/- 3.11, N = 3 11270.00 11148.96 9966.10 -mno-avx512f 1. (CXX) g++ options: -O3 -march=native -lcurl -lz -lpthread -lssl -lcrypto -lgmp
Cpuminer-Opt Algorithm: Deepcoin OpenBenchmarking.org kH/s Per Watt, More Is Better Cpuminer-Opt 3.18 Algorithm: Deepcoin AVX-512 Off AVX-512 On 512 AVX-512 On 13 26 39 52 65 58.94 51.80 50.76
Cpuminer-Opt CPU Peak Freq (Highest CPU Core Frequency) Monitor OpenBenchmarking.org Megahertz, More Is Better Cpuminer-Opt 3.18 CPU Peak Freq (Highest CPU Core Frequency) Monitor AVX-512 Off AVX-512 On AVX-512 On 512 900 1800 2700 3600 4500 Min: 4700 / Avg: 4759.57 / Max: 5303 Min: 4600 / Avg: 4719.95 / Max: 5301 Min: 3500 / Avg: 4700.75 / Max: 5100
Cpuminer-Opt CPU Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better Cpuminer-Opt 3.18 CPU Power Consumption Monitor AVX-512 Off AVX-512 On 512 AVX-512 On 50 100 150 200 250 Min: 12.31 / Avg: 169.09 / Max: 198.24 Min: 12.34 / Avg: 217.57 / Max: 263.4 Min: 12.44 / Avg: 219.64 / Max: 263.83
Cpuminer-Opt CPU Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better Cpuminer-Opt 3.18 CPU Temperature Monitor AVX-512 Off AVX-512 On 512 AVX-512 On 20 40 60 80 100 Min: 38 / Avg: 70.52 / Max: 77 Min: 42 / Avg: 83.16 / Max: 91 Min: 40 / Avg: 84.5 / Max: 93
Cpuminer-Opt Algorithm: Skeincoin OpenBenchmarking.org kH/s, More Is Better Cpuminer-Opt 3.18 Algorithm: Skeincoin AVX-512 On 512 AVX-512 On AVX-512 Off 20K 40K 60K 80K 100K SE +/- 146.55, N = 3 SE +/- 394.25, N = 3 SE +/- 85.44, N = 3 112403 111730 70720 -mno-avx512f 1. (CXX) g++ options: -O3 -march=native -lcurl -lz -lpthread -lssl -lcrypto -lgmp
Cpuminer-Opt Algorithm: Skeincoin OpenBenchmarking.org kH/s Per Watt, More Is Better Cpuminer-Opt 3.18 Algorithm: Skeincoin AVX-512 On 512 AVX-512 On AVX-512 Off 140 280 420 560 700 651.49 647.91 493.49
Cpuminer-Opt CPU Peak Freq (Highest CPU Core Frequency) Monitor OpenBenchmarking.org Megahertz, More Is Better Cpuminer-Opt 3.18 CPU Peak Freq (Highest CPU Core Frequency) Monitor AVX-512 Off AVX-512 On 512 AVX-512 On 900 1800 2700 3600 4500 Min: 4700 / Avg: 4830.72 / Max: 5300 Min: 4700 / Avg: 4759.1 / Max: 5308 Min: 4700 / Avg: 4758.76 / Max: 5300
Cpuminer-Opt CPU Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better Cpuminer-Opt 3.18 CPU Power Consumption Monitor AVX-512 Off AVX-512 On AVX-512 On 512 50 100 150 200 250 Min: 6.67 / Avg: 143.31 / Max: 195.06 Min: 12.55 / Avg: 172.45 / Max: 244.87 Min: 12.36 / Avg: 172.53 / Max: 260.03
Cpuminer-Opt CPU Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better Cpuminer-Opt 3.18 CPU Temperature Monitor AVX-512 Off AVX-512 On AVX-512 On 512 20 40 60 80 100 Min: 38 / Avg: 65.65 / Max: 71 Min: 41 / Avg: 73.88 / Max: 81 Min: 42 / Avg: 75.17 / Max: 93
Cpuminer-Opt Algorithm: LBC, LBRY Credits OpenBenchmarking.org kH/s, More Is Better Cpuminer-Opt 3.18 Algorithm: LBC, LBRY Credits AVX-512 On AVX-512 On 512 AVX-512 Off 17K 34K 51K 68K 85K SE +/- 84.13, N = 3 SE +/- 116.81, N = 3 SE +/- 20.00, N = 3 77083 76393 27270 -mno-avx512f 1. (CXX) g++ options: -O3 -march=native -lcurl -lz -lpthread -lssl -lcrypto -lgmp
Cpuminer-Opt Algorithm: LBC, LBRY Credits OpenBenchmarking.org kH/s Per Watt, More Is Better Cpuminer-Opt 3.18 Algorithm: LBC, LBRY Credits AVX-512 On AVX-512 On 512 AVX-512 Off 90 180 270 360 450 397.33 393.49 165.49
Cpuminer-Opt CPU Peak Freq (Highest CPU Core Frequency) Monitor OpenBenchmarking.org Megahertz, More Is Better Cpuminer-Opt 3.18 CPU Peak Freq (Highest CPU Core Frequency) Monitor AVX-512 Off AVX-512 On AVX-512 On 512 900 1800 2700 3600 4500 Min: 4700 / Avg: 4769.7 / Max: 5300 Min: 4700 / Avg: 4754.62 / Max: 5300 Min: 4700 / Avg: 4753.32 / Max: 5289
Cpuminer-Opt CPU Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better Cpuminer-Opt 3.18 CPU Power Consumption Monitor AVX-512 Off AVX-512 On AVX-512 On 512 50 100 150 200 250 Min: 12.49 / Avg: 164.79 / Max: 203.1 Min: 12.52 / Avg: 194 / Max: 268.78 Min: 12.24 / Avg: 194.14 / Max: 277.39
Cpuminer-Opt CPU Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better Cpuminer-Opt 3.18 CPU Temperature Monitor AVX-512 Off AVX-512 On AVX-512 On 512 20 40 60 80 100 Min: 37 / Avg: 68.15 / Max: 76 Min: 39 / Avg: 77.28 / Max: 95 Min: 40 / Avg: 77.84 / Max: 95
dav1d Video Input: Summer Nature 1080p OpenBenchmarking.org FPS, More Is Better dav1d 1.0 Video Input: Summer Nature 1080p AVX-512 On 512 AVX-512 On AVX-512 Off 200 400 600 800 1000 SE +/- 0.57, N = 8 SE +/- 0.63, N = 8 SE +/- 0.63, N = 8 902.92 894.73 879.37 -mno-avx512f 1. (CC) gcc options: -O3 -march=native -pthread -lm
dav1d Video Input: Summer Nature 1080p OpenBenchmarking.org FPS Per Watt, More Is Better dav1d 1.0 Video Input: Summer Nature 1080p AVX-512 Off AVX-512 On 512 AVX-512 On 2 4 6 8 10 8.435 7.349 7.283
dav1d CPU Peak Freq (Highest CPU Core Frequency) Monitor OpenBenchmarking.org Megahertz, More Is Better dav1d 1.0 CPU Peak Freq (Highest CPU Core Frequency) Monitor AVX-512 Off AVX-512 On AVX-512 On 512 900 1800 2700 3600 4500 Min: 4777 / Avg: 4979.34 / Max: 5300 Min: 4700 / Avg: 4954.03 / Max: 5302 Min: 4700 / Avg: 4943.85 / Max: 5300
dav1d CPU Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better dav1d 1.0 CPU Power Consumption Monitor AVX-512 Off AVX-512 On AVX-512 On 512 40 80 120 160 200 Min: 11.76 / Avg: 104.25 / Max: 203.56 Min: 12.01 / Avg: 122.85 / Max: 243.48 Min: 12.1 / Avg: 122.86 / Max: 243.01
dav1d CPU Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better dav1d 1.0 CPU Temperature Monitor AVX-512 Off AVX-512 On AVX-512 On 512 15 30 45 60 75 Min: 30 / Avg: 49.97 / Max: 70 Min: 31 / Avg: 55.32 / Max: 80 Min: 32 / Avg: 56.14 / Max: 79
dav1d Video Input: Summer Nature 4K OpenBenchmarking.org FPS, More Is Better dav1d 1.0 Video Input: Summer Nature 4K AVX-512 On AVX-512 Off AVX-512 On 512 50 100 150 200 250 SE +/- 0.18, N = 3 SE +/- 0.10, N = 3 SE +/- 0.11, N = 3 207.14 192.71 190.82 -mno-avx512f 1. (CC) gcc options: -O3 -march=native -pthread -lm
dav1d Video Input: Summer Nature 4K OpenBenchmarking.org FPS Per Watt, More Is Better dav1d 1.0 Video Input: Summer Nature 4K AVX-512 Off AVX-512 On AVX-512 On 512 0.2795 0.559 0.8385 1.118 1.3975 1.242 1.092 1.007
dav1d CPU Peak Freq (Highest CPU Core Frequency) Monitor OpenBenchmarking.org Megahertz, More Is Better dav1d 1.0 CPU Peak Freq (Highest CPU Core Frequency) Monitor AVX-512 Off AVX-512 On 512 AVX-512 On 900 1800 2700 3600 4500 Min: 4700 / Avg: 4854.52 / Max: 5304 Min: 4700 / Avg: 4792.86 / Max: 5300 Min: 4700 / Avg: 4790.25 / Max: 5300
dav1d CPU Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better dav1d 1.0 CPU Power Consumption Monitor AVX-512 Off AVX-512 On 512 AVX-512 On 40 80 120 160 200 Min: 6.5 / Avg: 155.12 / Max: 197.33 Min: 12.1 / Avg: 189.54 / Max: 242.47 Min: 12.01 / Avg: 189.65 / Max: 246.19
dav1d CPU Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better dav1d 1.0 CPU Temperature Monitor AVX-512 Off AVX-512 On AVX-512 On 512 16 32 48 64 80 Min: 35 / Avg: 62.8 / Max: 73 Min: 34 / Avg: 70.34 / Max: 86 Min: 36 / Avg: 70.99 / Max: 85
dav1d Video Input: Chimera 1080p OpenBenchmarking.org FPS, More Is Better dav1d 1.0 Video Input: Chimera 1080p AVX-512 On AVX-512 On 512 AVX-512 Off 160 320 480 640 800 SE +/- 0.58, N = 4 SE +/- 0.36, N = 4 SE +/- 0.49, N = 4 734.61 727.76 691.43 -mno-avx512f 1. (CC) gcc options: -O3 -march=native -pthread -lm
dav1d Video Input: Chimera 1080p OpenBenchmarking.org FPS Per Watt, More Is Better dav1d 1.0 Video Input: Chimera 1080p AVX-512 Off AVX-512 On AVX-512 On 512 1.0757 2.1514 3.2271 4.3028 5.3785 4.781 4.220 4.141
dav1d CPU Peak Freq (Highest CPU Core Frequency) Monitor OpenBenchmarking.org Megahertz, More Is Better dav1d 1.0 CPU Peak Freq (Highest CPU Core Frequency) Monitor AVX-512 Off AVX-512 On AVX-512 On 512 900 1800 2700 3600 4500 Min: 4700 / Avg: 4858.22 / Max: 5310 Min: 4700 / Avg: 4821.12 / Max: 5300 Min: 4700 / Avg: 4815.92 / Max: 5300
dav1d CPU Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better dav1d 1.0 CPU Power Consumption Monitor AVX-512 Off AVX-512 On AVX-512 On 512 40 80 120 160 200 Min: 12.15 / Avg: 144.63 / Max: 196.82 Min: 12.51 / Avg: 174.06 / Max: 240.93 Min: 6.61 / Avg: 175.75 / Max: 241.88
dav1d CPU Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better dav1d 1.0 CPU Temperature Monitor AVX-512 Off AVX-512 On 512 AVX-512 On 16 32 48 64 80 Min: 36 / Avg: 62.58 / Max: 73 Min: 39 / Avg: 69.68 / Max: 86 Min: 38 / Avg: 69.91 / Max: 85
dav1d Video Input: Chimera 1080p 10-bit OpenBenchmarking.org FPS, More Is Better dav1d 1.0 Video Input: Chimera 1080p 10-bit AVX-512 On AVX-512 Off AVX-512 On 512 110 220 330 440 550 SE +/- 0.34, N = 3 SE +/- 0.38, N = 3 SE +/- 0.21, N = 3 510.88 487.09 477.09 -mno-avx512f 1. (CC) gcc options: -O3 -march=native -pthread -lm
dav1d Video Input: Chimera 1080p 10-bit OpenBenchmarking.org FPS Per Watt, More Is Better dav1d 1.0 Video Input: Chimera 1080p 10-bit AVX-512 Off AVX-512 On AVX-512 On 512 0.7407 1.4814 2.2221 2.9628 3.7035 3.292 2.893 2.699
dav1d CPU Peak Freq (Highest CPU Core Frequency) Monitor OpenBenchmarking.org Megahertz, More Is Better dav1d 1.0 CPU Peak Freq (Highest CPU Core Frequency) Monitor AVX-512 Off AVX-512 On 512 AVX-512 On 900 1800 2700 3600 4500 Min: 4700 / Avg: 4850.01 / Max: 5296 Min: 4700 / Avg: 4794.56 / Max: 5310 Min: 4700 / Avg: 4791.38 / Max: 5299
dav1d CPU Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better dav1d 1.0 CPU Power Consumption Monitor AVX-512 Off AVX-512 On AVX-512 On 512 40 80 120 160 200 Min: 12.37 / Avg: 147.97 / Max: 189.99 Min: 12.44 / Avg: 176.58 / Max: 231.88 Min: 12.28 / Avg: 176.77 / Max: 228.64
dav1d CPU Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better dav1d 1.0 CPU Temperature Monitor AVX-512 Off AVX-512 On 512 AVX-512 On 15 30 45 60 75 Min: 36 / Avg: 62.16 / Max: 72 Min: 38 / Avg: 68.94 / Max: 81 Min: 38 / Avg: 69.14 / Max: 80
Embree Binary: Pathtracer ISPC - Model: Asian Dragon OpenBenchmarking.org Frames Per Second, More Is Better Embree 3.13 Binary: Pathtracer ISPC - Model: Asian Dragon AVX-512 On AVX-512 On 512 AVX-512 Off 4 8 12 16 20 SE +/- 0.07, N = 3 SE +/- 0.06, N = 3 SE +/- 0.10, N = 3 16.51 16.45 15.90 MIN: 16.3 / MAX: 17.02 MIN: 16.21 / MAX: 16.89 MIN: 15.66 / MAX: 16.42
Embree Binary: Pathtracer ISPC - Model: Asian Dragon OpenBenchmarking.org Frames Per Second Per Watt, More Is Better Embree 3.13 Binary: Pathtracer ISPC - Model: Asian Dragon AVX-512 Off AVX-512 On AVX-512 On 512 0.0203 0.0406 0.0609 0.0812 0.1015 0.090 0.078 0.077
Embree CPU Peak Freq (Highest CPU Core Frequency) Monitor OpenBenchmarking.org Megahertz, More Is Better Embree 3.13 CPU Peak Freq (Highest CPU Core Frequency) Monitor AVX-512 Off AVX-512 On AVX-512 On 512 900 1800 2700 3600 4500 Min: 4700 / Avg: 4765.12 / Max: 5300 Min: 4700 / Avg: 4748.06 / Max: 5300 Min: 4700 / Avg: 4746.84 / Max: 5101
Embree CPU Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better Embree 3.13 CPU Power Consumption Monitor AVX-512 Off AVX-512 On 512 AVX-512 On 40 80 120 160 200 Min: 12.16 / Avg: 176.35 / Max: 205.68 Min: 12.42 / Avg: 212.61 / Max: 240.22 Min: 12.6 / Avg: 212.97 / Max: 241.03
Embree CPU Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better Embree 3.13 CPU Temperature Monitor AVX-512 Off AVX-512 On AVX-512 On 512 16 32 48 64 80 Min: 37 / Avg: 69.41 / Max: 75 Min: 38 / Avg: 76.74 / Max: 85 Min: 39 / Avg: 76.82 / Max: 84
Embree Binary: Pathtracer ISPC - Model: Asian Dragon Obj OpenBenchmarking.org Frames Per Second, More Is Better Embree 3.13 Binary: Pathtracer ISPC - Model: Asian Dragon Obj AVX-512 On AVX-512 On 512 AVX-512 Off 4 8 12 16 20 SE +/- 0.01, N = 3 SE +/- 0.03, N = 3 SE +/- 0.02, N = 3 14.43 14.35 14.02 MIN: 14.31 / MAX: 14.74 MIN: 14.2 / MAX: 14.69 MIN: 13.89 / MAX: 14.33
Embree Binary: Pathtracer ISPC - Model: Asian Dragon Obj OpenBenchmarking.org Frames Per Second Per Watt, More Is Better Embree 3.13 Binary: Pathtracer ISPC - Model: Asian Dragon Obj AVX-512 Off AVX-512 On AVX-512 On 512 0.02 0.04 0.06 0.08 0.1 0.089 0.077 0.076
Embree CPU Peak Freq (Highest CPU Core Frequency) Monitor OpenBenchmarking.org Megahertz, More Is Better Embree 3.13 CPU Peak Freq (Highest CPU Core Frequency) Monitor AVX-512 On AVX-512 Off AVX-512 On 512 900 1800 2700 3600 4500 Min: 4700 / Avg: 4808.92 / Max: 5300 Min: 4700 / Avg: 4803.53 / Max: 5224 Min: 4700 / Avg: 4798.01 / Max: 5300
Embree CPU Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better Embree 3.13 CPU Power Consumption Monitor AVX-512 Off AVX-512 On AVX-512 On 512 40 80 120 160 200 Min: 12.35 / Avg: 158.11 / Max: 203.56 Min: 12.36 / Avg: 186.7 / Max: 237.13 Min: 12.47 / Avg: 188.21 / Max: 237.49
Embree CPU Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better Embree 3.13 CPU Temperature Monitor AVX-512 Off AVX-512 On AVX-512 On 512 16 32 48 64 80 Min: 39 / Avg: 68.47 / Max: 75 Min: 40 / Avg: 74.66 / Max: 84 Min: 40 / Avg: 74.96 / Max: 83
Embree Binary: Pathtracer ISPC - Model: Crown OpenBenchmarking.org Frames Per Second, More Is Better Embree 3.13 Binary: Pathtracer ISPC - Model: Crown AVX-512 On AVX-512 On 512 AVX-512 Off 4 8 12 16 20 SE +/- 0.03, N = 3 SE +/- 0.03, N = 3 SE +/- 0.11, N = 3 14.63 14.62 13.86 MIN: 14.41 / MAX: 15.16 MIN: 14.37 / MAX: 15.18 MIN: 13.49 / MAX: 14.34
Embree Binary: Pathtracer ISPC - Model: Crown OpenBenchmarking.org Frames Per Second Per Watt, More Is Better Embree 3.13 Binary: Pathtracer ISPC - Model: Crown AVX-512 Off AVX-512 On 512 AVX-512 On 0.0164 0.0328 0.0492 0.0656 0.082 0.073 0.063 0.063
Embree CPU Peak Freq (Highest CPU Core Frequency) Monitor OpenBenchmarking.org Megahertz, More Is Better Embree 3.13 CPU Peak Freq (Highest CPU Core Frequency) Monitor AVX-512 On AVX-512 On 512 AVX-512 Off 900 1800 2700 3600 4500 Min: 4700 / Avg: 4747.38 / Max: 5300 Min: 4700 / Avg: 4741.65 / Max: 5192 Min: 4700 / Avg: 4736.93 / Max: 5274
Embree CPU Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better Embree 3.13 CPU Power Consumption Monitor AVX-512 Off AVX-512 On AVX-512 On 512 50 100 150 200 250 Min: 12.19 / Avg: 190.79 / Max: 210.6 Min: 12.58 / Avg: 230.62 / Max: 256.43 Min: 12.42 / Avg: 231.69 / Max: 256.24
Embree CPU Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better Embree 3.13 CPU Temperature Monitor AVX-512 Off AVX-512 On 512 AVX-512 On 20 40 60 80 100 Min: 39 / Avg: 74.03 / Max: 79 Min: 40 / Avg: 82.5 / Max: 90 Min: 40 / Avg: 82.82 / Max: 90
GROMACS Implementation: MPI CPU - Input: water_GMX50_bare OpenBenchmarking.org Ns Per Day, More Is Better GROMACS 2022.1 Implementation: MPI CPU - Input: water_GMX50_bare AVX-512 On 512 AVX-512 On AVX-512 Off 0.2329 0.4658 0.6987 0.9316 1.1645 SE +/- 0.001, N = 3 SE +/- 0.004, N = 3 SE +/- 0.002, N = 3 1.035 1.031 1.020 -mno-avx512f 1. (CXX) g++ options: -O3 -march=native
GROMACS Implementation: MPI CPU - Input: water_GMX50_bare OpenBenchmarking.org Ns Per Day Per Watt, More Is Better GROMACS 2022.1 Implementation: MPI CPU - Input: water_GMX50_bare AVX-512 On 512 AVX-512 Off AVX-512 On 0.0014 0.0028 0.0042 0.0056 0.007 0.006 0.006 0.006
GROMACS CPU Peak Freq (Highest CPU Core Frequency) Monitor OpenBenchmarking.org Megahertz, More Is Better GROMACS 2022.1 CPU Peak Freq (Highest CPU Core Frequency) Monitor AVX-512 On AVX-512 Off AVX-512 On 512 900 1800 2700 3600 4500 Min: 4700 / Avg: 4784 / Max: 5300 Min: 4700 / Avg: 4781.57 / Max: 5267 Min: 4700 / Avg: 4778.77 / Max: 5300
GROMACS CPU Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better GROMACS 2022.1 CPU Power Consumption Monitor AVX-512 On AVX-512 Off AVX-512 On 512 40 80 120 160 200 Min: 11.96 / Avg: 170.87 / Max: 188.26 Min: 11.7 / Avg: 172.11 / Max: 186.28 Min: 12.08 / Avg: 175.38 / Max: 240.72
GROMACS CPU Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better GROMACS 2022.1 CPU Temperature Monitor AVX-512 Off AVX-512 On AVX-512 On 512 20 40 60 80 100 Min: 31 / Avg: 70.7 / Max: 87 Min: 32 / Avg: 70.87 / Max: 87 Min: 32 / Avg: 71.71 / Max: 89
Intel Open Image Denoise Run: RT.hdr_alb_nrm.3840x2160 OpenBenchmarking.org Images / Sec, More Is Better Intel Open Image Denoise 1.4.0 Run: RT.hdr_alb_nrm.3840x2160 AVX-512 On 512 AVX-512 Off AVX-512 On 0.0968 0.1936 0.2904 0.3872 0.484 SE +/- 0.00, N = 3 SE +/- 0.00, N = 3 SE +/- 0.00, N = 3 0.43 0.43 0.43
Intel Open Image Denoise Run: RT.hdr_alb_nrm.3840x2160 OpenBenchmarking.org Images / Sec Per Watt, More Is Better Intel Open Image Denoise 1.4.0 Run: RT.hdr_alb_nrm.3840x2160 AVX-512 On 512 AVX-512 Off AVX-512 On 0.0007 0.0014 0.0021 0.0028 0.0035 0.003 0.003 0.003
Intel Open Image Denoise CPU Peak Freq (Highest CPU Core Frequency) Monitor OpenBenchmarking.org Megahertz, More Is Better Intel Open Image Denoise 1.4.0 CPU Peak Freq (Highest CPU Core Frequency) Monitor AVX-512 Off AVX-512 On AVX-512 On 512 900 1800 2700 3600 4500 Min: 4700 / Avg: 4865.94 / Max: 5286 Min: 3571 / Avg: 4858.54 / Max: 5310 Min: 4700 / Avg: 4851.22 / Max: 5300
Intel Open Image Denoise CPU Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better Intel Open Image Denoise 1.4.0 CPU Power Consumption Monitor AVX-512 Off AVX-512 On AVX-512 On 512 40 80 120 160 200 Min: 12.01 / Avg: 141.33 / Max: 222.42 Min: 12.03 / Avg: 150.73 / Max: 237.19 Min: 12.06 / Avg: 150.88 / Max: 237.41
Intel Open Image Denoise CPU Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better Intel Open Image Denoise 1.4.0 CPU Temperature Monitor AVX-512 Off AVX-512 On 512 AVX-512 On 20 40 60 80 100 Min: 36 / Avg: 65.5 / Max: 88 Min: 37 / Avg: 69 / Max: 95 Min: 37 / Avg: 69.29 / Max: 95
Intel Open Image Denoise Run: RT.ldr_alb_nrm.3840x2160 OpenBenchmarking.org Images / Sec, More Is Better Intel Open Image Denoise 1.4.0 Run: RT.ldr_alb_nrm.3840x2160 AVX-512 On 512 AVX-512 Off AVX-512 On 0.0968 0.1936 0.2904 0.3872 0.484 SE +/- 0.00, N = 3 SE +/- 0.00, N = 3 SE +/- 0.00, N = 3 0.43 0.43 0.43
Intel Open Image Denoise Run: RT.ldr_alb_nrm.3840x2160 OpenBenchmarking.org Images / Sec Per Watt, More Is Better Intel Open Image Denoise 1.4.0 Run: RT.ldr_alb_nrm.3840x2160 AVX-512 On 512 AVX-512 Off AVX-512 On 0.0007 0.0014 0.0021 0.0028 0.0035 0.003 0.003 0.003
Intel Open Image Denoise CPU Peak Freq (Highest CPU Core Frequency) Monitor OpenBenchmarking.org Megahertz, More Is Better Intel Open Image Denoise 1.4.0 CPU Peak Freq (Highest CPU Core Frequency) Monitor AVX-512 On AVX-512 Off AVX-512 On 512 900 1800 2700 3600 4500 Min: 4700 / Avg: 4882.39 / Max: 5312 Min: 4700 / Avg: 4875.18 / Max: 5300 Min: 4700 / Avg: 4857.45 / Max: 5305
Intel Open Image Denoise CPU Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better Intel Open Image Denoise 1.4.0 CPU Power Consumption Monitor AVX-512 Off AVX-512 On 512 AVX-512 On 40 80 120 160 200 Min: 11.88 / Avg: 141.62 / Max: 221.74 Min: 11.99 / Avg: 150.51 / Max: 235.87 Min: 11.99 / Avg: 150.87 / Max: 235.4
Intel Open Image Denoise CPU Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better Intel Open Image Denoise 1.4.0 CPU Temperature Monitor AVX-512 Off AVX-512 On 512 AVX-512 On 20 40 60 80 100 Min: 34 / Avg: 66 / Max: 91 Min: 34 / Avg: 67.93 / Max: 95 Min: 34 / Avg: 68.43 / Max: 94
Intel Open Image Denoise Run: RTLightmap.hdr.4096x4096 OpenBenchmarking.org Images / Sec, More Is Better Intel Open Image Denoise 1.4.0 Run: RTLightmap.hdr.4096x4096 AVX-512 On 512 AVX-512 Off AVX-512 On 0.0473 0.0946 0.1419 0.1892 0.2365 SE +/- 0.00, N = 3 SE +/- 0.00, N = 3 SE +/- 0.00, N = 3 0.21 0.21 0.21
Intel Open Image Denoise Run: RTLightmap.hdr.4096x4096 OpenBenchmarking.org Images / Sec Per Watt, More Is Better Intel Open Image Denoise 1.4.0 Run: RTLightmap.hdr.4096x4096 AVX-512 On 512 AVX-512 Off AVX-512 On 0.0002 0.0004 0.0006 0.0008 0.001 0.001 0.001 0.001
Intel Open Image Denoise CPU Peak Freq (Highest CPU Core Frequency) Monitor OpenBenchmarking.org Megahertz, More Is Better Intel Open Image Denoise 1.4.0 CPU Peak Freq (Highest CPU Core Frequency) Monitor AVX-512 On AVX-512 Off AVX-512 On 512 900 1800 2700 3600 4500 Min: 4119 / Avg: 4870.24 / Max: 5313 Min: 4700 / Avg: 4858.52 / Max: 5300 Min: 3603 / Avg: 4840.9 / Max: 5310
Intel Open Image Denoise CPU Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better Intel Open Image Denoise 1.4.0 CPU Power Consumption Monitor AVX-512 Off AVX-512 On 512 AVX-512 On 40 80 120 160 200 Min: 11.72 / Avg: 146.54 / Max: 222.43 Min: 11.75 / Avg: 152.84 / Max: 237.4 Min: 11.76 / Avg: 152.88 / Max: 234.36
Intel Open Image Denoise CPU Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better Intel Open Image Denoise 1.4.0 CPU Temperature Monitor AVX-512 Off AVX-512 On AVX-512 On 512 20 40 60 80 100 Min: 33 / Avg: 66.75 / Max: 90 Min: 33 / Avg: 68.63 / Max: 93 Min: 33 / Avg: 68.65 / Max: 93
LeelaChessZero Backend: BLAS OpenBenchmarking.org Nodes Per Second, More Is Better LeelaChessZero 0.28 Backend: BLAS AVX-512 On 512 AVX-512 On AVX-512 Off 300 600 900 1200 1500 SE +/- 11.26, N = 9 SE +/- 17.53, N = 3 SE +/- 8.35, N = 3 1273 1268 1240 -mno-avx512f 1. (CXX) g++ options: -flto -O3 -march=native -pthread
LeelaChessZero Backend: BLAS OpenBenchmarking.org Nodes Per Second Per Watt, More Is Better LeelaChessZero 0.28 Backend: BLAS AVX-512 Off AVX-512 On AVX-512 On 512 2 4 6 8 10 7.295 6.080 6.061
LeelaChessZero CPU Peak Freq (Highest CPU Core Frequency) Monitor OpenBenchmarking.org Megahertz, More Is Better LeelaChessZero 0.28 CPU Peak Freq (Highest CPU Core Frequency) Monitor AVX-512 Off AVX-512 On 512 AVX-512 On 900 1800 2700 3600 4500 Min: 4700 / Avg: 4730.95 / Max: 5300 Min: 4700 / Avg: 4715.02 / Max: 5309 Min: 4700 / Avg: 4714.39 / Max: 5302
LeelaChessZero CPU Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better LeelaChessZero 0.28 CPU Power Consumption Monitor AVX-512 Off AVX-512 On AVX-512 On 512 40 80 120 160 200 Min: 12.26 / Avg: 169.99 / Max: 187.33 Min: 12.29 / Avg: 208.54 / Max: 230.94 Min: 12.35 / Avg: 210.02 / Max: 231.6
LeelaChessZero CPU Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better LeelaChessZero 0.28 CPU Temperature Monitor AVX-512 Off AVX-512 On AVX-512 On 512 20 40 60 80 100 Min: 38 / Avg: 72.81 / Max: 86 Min: 37 / Avg: 81.96 / Max: 92 Min: 38 / Avg: 82.27 / Max: 94
LeelaChessZero Backend: Eigen OpenBenchmarking.org Nodes Per Second, More Is Better LeelaChessZero 0.28 Backend: Eigen AVX-512 On 512 AVX-512 On AVX-512 Off 300 600 900 1200 1500 SE +/- 14.97, N = 3 SE +/- 11.35, N = 3 SE +/- 10.84, N = 5 1194 1186 1062 -mno-avx512f 1. (CXX) g++ options: -flto -O3 -march=native -pthread
LeelaChessZero Backend: Eigen OpenBenchmarking.org Nodes Per Second Per Watt, More Is Better LeelaChessZero 0.28 Backend: Eigen AVX-512 Off AVX-512 On 512 AVX-512 On 2 4 6 8 10 6.296 5.734 5.732
LeelaChessZero CPU Peak Freq (Highest CPU Core Frequency) Monitor OpenBenchmarking.org Megahertz, More Is Better LeelaChessZero 0.28 CPU Peak Freq (Highest CPU Core Frequency) Monitor AVX-512 Off AVX-512 On AVX-512 On 512 900 1800 2700 3600 4500 Min: 4700 / Avg: 4742.26 / Max: 5300 Min: 4700 / Avg: 4716.16 / Max: 5309 Min: 4700 / Avg: 4714.46 / Max: 5300
LeelaChessZero CPU Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better LeelaChessZero 0.28 CPU Power Consumption Monitor AVX-512 Off AVX-512 On AVX-512 On 512 40 80 120 160 200 Min: 12.39 / Avg: 168.69 / Max: 185.14 Min: 12.13 / Avg: 206.92 / Max: 228.93 Min: 12.29 / Avg: 208.24 / Max: 229.04
LeelaChessZero CPU Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better LeelaChessZero 0.28 CPU Temperature Monitor AVX-512 Off AVX-512 On 512 AVX-512 On 20 40 60 80 100 Min: 39 / Avg: 72.12 / Max: 84 Min: 39 / Avg: 81.97 / Max: 94 Min: 39 / Avg: 82.03 / Max: 93
Meta Performance Per Watts Performance Per Watts OpenBenchmarking.org Performance Per Watts, More Is Better Meta Performance Per Watts Performance Per Watts AVX-512 On AVX-512 On 512 AVX-512 Off 40 80 120 160 200 170.75 170.21 133.30
Mobile Neural Network Model: nasnet OpenBenchmarking.org ms, Fewer Is Better Mobile Neural Network 2.1 Model: nasnet AVX-512 Off AVX-512 On AVX-512 On 512 2 4 6 8 10 SE +/- 0.056, N = 3 SE +/- 0.077, N = 15 SE +/- 0.087, N = 15 7.139 7.468 7.527 -mno-avx512f - MIN: 6.92 / MAX: 7.99 MIN: 6.73 / MAX: 13.9 MIN: 6.72 / MAX: 17.92 1. (CXX) g++ options: -O3 -march=native -std=c++11 -fvisibility=hidden -fomit-frame-pointer -fstrict-aliasing -ffunction-sections -fdata-sections -ffast-math -fno-rtti -fno-exceptions -rdynamic -pthread -ldl
Mobile Neural Network Model: mobilenetV3 OpenBenchmarking.org ms, Fewer Is Better Mobile Neural Network 2.1 Model: mobilenetV3 AVX-512 On AVX-512 Off AVX-512 On 512 0.2167 0.4334 0.6501 0.8668 1.0835 SE +/- 0.005, N = 15 SE +/- 0.003, N = 3 SE +/- 0.012, N = 15 0.938 0.942 0.963 MIN: 0.89 / MAX: 3.62 -mno-avx512f - MIN: 0.92 / MAX: 1.64 MIN: 0.89 / MAX: 10.54 1. (CXX) g++ options: -O3 -march=native -std=c++11 -fvisibility=hidden -fomit-frame-pointer -fstrict-aliasing -ffunction-sections -fdata-sections -ffast-math -fno-rtti -fno-exceptions -rdynamic -pthread -ldl
Mobile Neural Network Model: squeezenetv1.1 OpenBenchmarking.org ms, Fewer Is Better Mobile Neural Network 2.1 Model: squeezenetv1.1 AVX-512 On AVX-512 On 512 AVX-512 Off 0.4552 0.9104 1.3656 1.8208 2.276 SE +/- 0.013, N = 15 SE +/- 0.014, N = 15 SE +/- 0.014, N = 3 1.670 1.675 2.023 MIN: 1.54 / MAX: 11.33 MIN: 1.55 / MAX: 7.76 -mno-avx512f - MIN: 1.97 / MAX: 2.72 1. (CXX) g++ options: -O3 -march=native -std=c++11 -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 2.1 Model: resnet-v2-50 AVX-512 On AVX-512 On 512 AVX-512 Off 4 8 12 16 20 SE +/- 0.05, N = 15 SE +/- 0.04, N = 15 SE +/- 0.08, N = 3 10.30 10.37 18.04 MIN: 9.74 / MAX: 33.88 MIN: 10.05 / MAX: 22.64 -mno-avx512f - MIN: 17.67 / MAX: 24.46 1. (CXX) g++ options: -O3 -march=native -std=c++11 -fvisibility=hidden -fomit-frame-pointer -fstrict-aliasing -ffunction-sections -fdata-sections -ffast-math -fno-rtti -fno-exceptions -rdynamic -pthread -ldl
Mobile Neural Network Model: SqueezeNetV1.0 OpenBenchmarking.org ms, Fewer Is Better Mobile Neural Network 2.1 Model: SqueezeNetV1.0 AVX-512 On AVX-512 On 512 AVX-512 Off 0.8312 1.6624 2.4936 3.3248 4.156 SE +/- 0.020, N = 15 SE +/- 0.022, N = 15 SE +/- 0.032, N = 3 3.073 3.114 3.694 MIN: 2.89 / MAX: 8.65 MIN: 2.9 / MAX: 9.42 -mno-avx512f - MIN: 3.57 / MAX: 4.37 1. (CXX) g++ options: -O3 -march=native -std=c++11 -fvisibility=hidden -fomit-frame-pointer -fstrict-aliasing -ffunction-sections -fdata-sections -ffast-math -fno-rtti -fno-exceptions -rdynamic -pthread -ldl
Mobile Neural Network Model: MobileNetV2_224 OpenBenchmarking.org ms, Fewer Is Better Mobile Neural Network 2.1 Model: MobileNetV2_224 AVX-512 Off AVX-512 On 512 AVX-512 On 0.4795 0.959 1.4385 1.918 2.3975 SE +/- 0.019, N = 3 SE +/- 0.014, N = 15 SE +/- 0.014, N = 15 1.934 2.125 2.131 -mno-avx512f - MIN: 1.84 / MAX: 11.59 MIN: 2.03 / MAX: 8.62 MIN: 2.03 / MAX: 8.46 1. (CXX) g++ options: -O3 -march=native -std=c++11 -fvisibility=hidden -fomit-frame-pointer -fstrict-aliasing -ffunction-sections -fdata-sections -ffast-math -fno-rtti -fno-exceptions -rdynamic -pthread -ldl
Mobile Neural Network Model: mobilenet-v1-1.0 OpenBenchmarking.org ms, Fewer Is Better Mobile Neural Network 2.1 Model: mobilenet-v1-1.0 AVX-512 Off AVX-512 On AVX-512 On 512 0.4475 0.895 1.3425 1.79 2.2375 SE +/- 0.007, N = 3 SE +/- 0.005, N = 15 SE +/- 0.007, N = 15 1.798 1.972 1.989 -mno-avx512f - MIN: 1.74 / MAX: 2.69 MIN: 1.8 / MAX: 8.03 MIN: 1.9 / MAX: 8.1 1. (CXX) g++ options: -O3 -march=native -std=c++11 -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 2.1 Model: inception-v3 AVX-512 On 512 AVX-512 On AVX-512 Off 6 12 18 24 30 SE +/- 0.27, N = 15 SE +/- 0.26, N = 15 SE +/- 0.02, N = 3 19.40 19.58 23.42 MIN: 17.18 / MAX: 49.2 MIN: 17.25 / MAX: 32.64 -mno-avx512f - MIN: 22.95 / MAX: 30.84 1. (CXX) g++ options: -O3 -march=native -std=c++11 -fvisibility=hidden -fomit-frame-pointer -fstrict-aliasing -ffunction-sections -fdata-sections -ffast-math -fno-rtti -fno-exceptions -rdynamic -pthread -ldl
Mobile Neural Network CPU Peak Freq (Highest CPU Core Frequency) Monitor OpenBenchmarking.org Megahertz, More Is Better Mobile Neural Network 2.1 CPU Peak Freq (Highest CPU Core Frequency) Monitor AVX-512 Off AVX-512 On AVX-512 On 512 900 1800 2700 3600 4500 Min: 4700 / Avg: 4718.12 / Max: 5300 Min: 3483 / Avg: 4653.2 / Max: 5308 Min: 3500 / Avg: 4644.38 / Max: 5300
Mobile Neural Network CPU Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better Mobile Neural Network 2.1 CPU Power Consumption Monitor AVX-512 Off AVX-512 On AVX-512 On 512 50 100 150 200 250 Min: 12.53 / Avg: 201.43 / Max: 226.39 Min: 12.33 / Avg: 226.92 / Max: 259.77 Min: 12.18 / Avg: 228.4 / Max: 260.3
Mobile Neural Network CPU Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better Mobile Neural Network 2.1 CPU Temperature Monitor AVX-512 Off AVX-512 On AVX-512 On 512 20 40 60 80 100 Min: 38 / Avg: 78.24 / Max: 84 Min: 39 / Avg: 85.37 / Max: 95 Min: 41 / Avg: 86.3 / Max: 95
NCNN Target: CPU - Model: mobilenet OpenBenchmarking.org ms, Fewer Is Better NCNN 20220729 Target: CPU - Model: mobilenet AVX-512 Off AVX-512 On AVX-512 On 512 3 6 9 12 15 SE +/- 0.02, N = 3 SE +/- 0.15, N = 3 SE +/- 0.13, N = 3 11.43 12.28 12.28 -mno-avx512f - MIN: 11.21 / MAX: 16.87 MIN: 11.79 / MAX: 13.67 MIN: 11.87 / MAX: 18.86 1. (CXX) g++ options: -O3 -march=native -rdynamic -lgomp -lpthread
NCNN Target: CPU-v2-v2 - Model: mobilenet-v2 OpenBenchmarking.org ms, Fewer Is Better NCNN 20220729 Target: CPU-v2-v2 - Model: mobilenet-v2 AVX-512 Off AVX-512 On AVX-512 On 512 0.8483 1.6966 2.5449 3.3932 4.2415 SE +/- 0.01, N = 3 SE +/- 0.01, N = 3 SE +/- 0.05, N = 3 3.34 3.73 3.77 -mno-avx512f - MIN: 3.16 / MAX: 5.05 MIN: 3.56 / MAX: 5.05 MIN: 3.53 / MAX: 4.4 1. (CXX) g++ options: -O3 -march=native -rdynamic -lgomp -lpthread
NCNN Target: CPU-v3-v3 - Model: mobilenet-v3 OpenBenchmarking.org ms, Fewer Is Better NCNN 20220729 Target: CPU-v3-v3 - Model: mobilenet-v3 AVX-512 Off AVX-512 On AVX-512 On 512 0.6098 1.2196 1.8294 2.4392 3.049 SE +/- 0.01, N = 3 SE +/- 0.03, N = 3 SE +/- 0.05, N = 3 2.49 2.68 2.71 -mno-avx512f - MIN: 2.4 / MAX: 3.36 MIN: 2.56 / MAX: 3.63 MIN: 2.55 / MAX: 3.5 1. (CXX) g++ options: -O3 -march=native -rdynamic -lgomp -lpthread
NCNN Target: CPU - Model: shufflenet-v2 OpenBenchmarking.org ms, Fewer Is Better NCNN 20220729 Target: CPU - Model: shufflenet-v2 AVX-512 On AVX-512 Off AVX-512 On 512 0.5243 1.0486 1.5729 2.0972 2.6215 SE +/- 0.01, N = 3 SE +/- 0.01, N = 3 SE +/- 0.01, N = 3 2.33 2.33 2.33 MIN: 2.26 / MAX: 3.21 -mno-avx512f - MIN: 2.27 / MAX: 3.18 MIN: 2.27 / MAX: 2.81 1. (CXX) g++ options: -O3 -march=native -rdynamic -lgomp -lpthread
NCNN Target: CPU - Model: mnasnet OpenBenchmarking.org ms, Fewer Is Better NCNN 20220729 Target: CPU - Model: mnasnet AVX-512 Off AVX-512 On 512 AVX-512 On 0.5895 1.179 1.7685 2.358 2.9475 SE +/- 0.03, N = 3 SE +/- 0.03, N = 3 SE +/- 0.03, N = 3 2.37 2.58 2.62 -mno-avx512f - MIN: 2.28 / MAX: 3.27 MIN: 2.48 / MAX: 3.14 MIN: 2.48 / MAX: 3.81 1. (CXX) g++ options: -O3 -march=native -rdynamic -lgomp -lpthread
NCNN Target: CPU - Model: efficientnet-b0 OpenBenchmarking.org ms, Fewer Is Better NCNN 20220729 Target: CPU - Model: efficientnet-b0 AVX-512 Off AVX-512 On 512 AVX-512 On 1.0935 2.187 3.2805 4.374 5.4675 SE +/- 0.05, N = 3 SE +/- 0.05, N = 3 SE +/- 0.06, N = 3 4.35 4.79 4.86 -mno-avx512f - MIN: 4.2 / MAX: 5.22 MIN: 4.61 / MAX: 9.9 MIN: 4.6 / MAX: 6.13 1. (CXX) g++ options: -O3 -march=native -rdynamic -lgomp -lpthread
NCNN Target: CPU - Model: blazeface OpenBenchmarking.org ms, Fewer Is Better NCNN 20220729 Target: CPU - Model: blazeface AVX-512 Off AVX-512 On AVX-512 On 512 0.18 0.36 0.54 0.72 0.9 SE +/- 0.00, N = 3 SE +/- 0.00, N = 3 SE +/- 0.01, N = 3 0.76 0.80 0.80 -mno-avx512f - MIN: 0.73 / MAX: 1.52 MIN: 0.77 / MAX: 1.52 MIN: 0.77 / MAX: 1.28 1. (CXX) g++ options: -O3 -march=native -rdynamic -lgomp -lpthread
NCNN Target: CPU - Model: googlenet OpenBenchmarking.org ms, Fewer Is Better NCNN 20220729 Target: CPU - Model: googlenet AVX-512 Off AVX-512 On 512 AVX-512 On 3 6 9 12 15 SE +/- 0.03, N = 3 SE +/- 0.13, N = 3 SE +/- 0.00, N = 3 9.55 9.96 10.16 -mno-avx512f - MIN: 9.33 / MAX: 10.86 MIN: 9.52 / MAX: 10.98 MIN: 9.92 / MAX: 11.36 1. (CXX) g++ options: -O3 -march=native -rdynamic -lgomp -lpthread
NCNN Target: CPU - Model: vgg16 OpenBenchmarking.org ms, Fewer Is Better NCNN 20220729 Target: CPU - Model: vgg16 AVX-512 On 512 AVX-512 On AVX-512 Off 10 20 30 40 50 SE +/- 0.23, N = 3 SE +/- 0.13, N = 3 SE +/- 0.13, N = 3 44.59 44.74 45.68 MIN: 43.87 / MAX: 50.43 MIN: 44.1 / MAX: 49.06 -mno-avx512f - MIN: 44.98 / MAX: 50.56 1. (CXX) g++ options: -O3 -march=native -rdynamic -lgomp -lpthread
NCNN Target: CPU - Model: resnet18 OpenBenchmarking.org ms, Fewer Is Better NCNN 20220729 Target: CPU - Model: resnet18 AVX-512 Off AVX-512 On 512 AVX-512 On 2 4 6 8 10 SE +/- 0.00, N = 3 SE +/- 0.02, N = 3 SE +/- 0.02, N = 3 8.24 8.64 8.69 -mno-avx512f - MIN: 8.06 / MAX: 9.19 MIN: 8.45 / MAX: 9.39 MIN: 8.51 / MAX: 14.15 1. (CXX) g++ options: -O3 -march=native -rdynamic -lgomp -lpthread
NCNN Target: CPU - Model: alexnet OpenBenchmarking.org ms, Fewer Is Better NCNN 20220729 Target: CPU - Model: alexnet AVX-512 Off AVX-512 On 512 AVX-512 On 2 4 6 8 10 SE +/- 0.01, N = 3 SE +/- 0.19, N = 3 SE +/- 0.02, N = 3 6.33 6.69 6.98 -mno-avx512f - MIN: 6.2 / MAX: 7.75 MIN: 6.2 / MAX: 7.35 MIN: 6.82 / MAX: 7.88 1. (CXX) g++ options: -O3 -march=native -rdynamic -lgomp -lpthread
NCNN Target: CPU - Model: resnet50 OpenBenchmarking.org ms, Fewer Is Better NCNN 20220729 Target: CPU - Model: resnet50 AVX-512 Off AVX-512 On AVX-512 On 512 4 8 12 16 20 SE +/- 0.02, N = 3 SE +/- 0.42, N = 3 SE +/- 0.42, N = 3 15.40 15.99 16.24 -mno-avx512f - MIN: 15.07 / MAX: 24.51 MIN: 15.25 / MAX: 18.48 MIN: 15.19 / MAX: 17.46 1. (CXX) g++ options: -O3 -march=native -rdynamic -lgomp -lpthread
NCNN Target: CPU - Model: yolov4-tiny OpenBenchmarking.org ms, Fewer Is Better NCNN 20220729 Target: CPU - Model: yolov4-tiny AVX-512 Off AVX-512 On AVX-512 On 512 5 10 15 20 25 SE +/- 0.06, N = 3 SE +/- 0.41, N = 3 SE +/- 0.44, N = 3 18.80 20.99 22.01 -mno-avx512f - MIN: 18.51 / MAX: 19.88 MIN: 20.36 / MAX: 37.15 MIN: 21.29 / MAX: 26.71 1. (CXX) g++ options: -O3 -march=native -rdynamic -lgomp -lpthread
NCNN Target: CPU - Model: squeezenet_ssd OpenBenchmarking.org ms, Fewer Is Better NCNN 20220729 Target: CPU - Model: squeezenet_ssd AVX-512 Off AVX-512 On AVX-512 On 512 4 8 12 16 20 SE +/- 0.04, N = 3 SE +/- 0.18, N = 3 SE +/- 0.05, N = 3 13.89 17.19 17.34 -mno-avx512f - MIN: 13.58 / MAX: 15.32 MIN: 16.54 / MAX: 25.09 MIN: 17.03 / MAX: 18.98 1. (CXX) g++ options: -O3 -march=native -rdynamic -lgomp -lpthread
NCNN Target: CPU - Model: regnety_400m OpenBenchmarking.org ms, Fewer Is Better NCNN 20220729 Target: CPU - Model: regnety_400m AVX-512 Off AVX-512 On AVX-512 On 512 2 4 6 8 10 SE +/- 0.02, N = 3 SE +/- 0.02, N = 3 SE +/- 0.03, N = 3 6.70 7.05 7.10 -mno-avx512f - MIN: 6.54 / MAX: 7.93 MIN: 6.87 / MAX: 8.31 MIN: 6.91 / MAX: 11.12 1. (CXX) g++ options: -O3 -march=native -rdynamic -lgomp -lpthread
NCNN Target: CPU - Model: vision_transformer OpenBenchmarking.org ms, Fewer Is Better NCNN 20220729 Target: CPU - Model: vision_transformer AVX-512 On 512 AVX-512 On AVX-512 Off 20 40 60 80 100 SE +/- 0.12, N = 3 SE +/- 0.11, N = 3 SE +/- 0.39, N = 3 70.39 87.29 110.38 MIN: 69.62 / MAX: 71.72 MIN: 86.63 / MAX: 92.92 -mno-avx512f - MIN: 109.43 / MAX: 116.1 1. (CXX) g++ options: -O3 -march=native -rdynamic -lgomp -lpthread
NCNN Target: CPU - Model: FastestDet OpenBenchmarking.org ms, Fewer Is Better NCNN 20220729 Target: CPU - Model: FastestDet AVX-512 Off AVX-512 On AVX-512 On 512 0.6705 1.341 2.0115 2.682 3.3525 SE +/- 0.02, N = 3 SE +/- 0.08, N = 3 SE +/- 0.08, N = 3 2.85 2.98 2.98 -mno-avx512f - MIN: 2.78 / MAX: 3.41 MIN: 2.81 / MAX: 3.62 MIN: 2.84 / MAX: 3.6 1. (CXX) g++ options: -O3 -march=native -rdynamic -lgomp -lpthread
NCNN CPU Peak Freq (Highest CPU Core Frequency) Monitor OpenBenchmarking.org Megahertz, More Is Better NCNN 20220729 CPU Peak Freq (Highest CPU Core Frequency) Monitor AVX-512 Off AVX-512 On 512 AVX-512 On 900 1800 2700 3600 4500 Min: 4724 / Avg: 4816.34 / Max: 5306 Min: 4700 / Avg: 4737.32 / Max: 5298 Min: 4700 / Avg: 4729.61 / Max: 5300
NCNN CPU Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better NCNN 20220729 CPU Power Consumption Monitor AVX-512 Off AVX-512 On AVX-512 On 512 40 80 120 160 200 Min: 12.39 / Avg: 148.04 / Max: 172.75 Min: 12.52 / Avg: 163.79 / Max: 200.07 Min: 12.42 / Avg: 165.72 / Max: 234.24
NCNN CPU Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better NCNN 20220729 CPU Temperature Monitor AVX-512 Off AVX-512 On AVX-512 On 512 16 32 48 64 80 Min: 40 / Avg: 65.4 / Max: 71 Min: 40 / Avg: 70.36 / Max: 80 Min: 42 / Avg: 71.88 / Max: 87
Neural Magic DeepSparse Model: NLP Text Classification, BERT base uncased SST2 - Scenario: Synchronous Single-Stream OpenBenchmarking.org items/sec, More Is Better Neural Magic DeepSparse 1.1 Model: NLP Text Classification, BERT base uncased SST2 - Scenario: Synchronous Single-Stream AVX-512 On 512 AVX-512 On AVX-512 Off 8 16 24 32 40 SE +/- 0.11, N = 3 SE +/- 0.07, N = 3 SE +/- 0.02, N = 3 35.42 35.38 28.97
Neural Magic DeepSparse Model: NLP Text Classification, BERT base uncased SST2 - Scenario: Synchronous Single-Stream OpenBenchmarking.org ms/batch, Fewer Is Better Neural Magic DeepSparse 1.1 Model: NLP Text Classification, BERT base uncased SST2 - Scenario: Synchronous Single-Stream AVX-512 On 512 AVX-512 On AVX-512 Off 8 16 24 32 40 SE +/- 0.08, N = 3 SE +/- 0.06, N = 3 SE +/- 0.02, N = 3 28.22 28.26 34.51
Neural Magic DeepSparse CPU Peak Freq (Highest CPU Core Frequency) Monitor OpenBenchmarking.org Megahertz, More Is Better Neural Magic DeepSparse 1.1 CPU Peak Freq (Highest CPU Core Frequency) Monitor AVX-512 Off AVX-512 On 512 AVX-512 On 900 1800 2700 3600 4500 Min: 4700 / Avg: 4850.7 / Max: 5301 Min: 4669 / Avg: 4825.21 / Max: 5300 Min: 4651 / Avg: 4793.56 / Max: 5300
Neural Magic DeepSparse CPU Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better Neural Magic DeepSparse 1.1 CPU Power Consumption Monitor AVX-512 Off AVX-512 On 512 AVX-512 On 40 80 120 160 200 Min: 12.18 / Avg: 155.44 / Max: 200.14 Min: 12.22 / Avg: 188.58 / Max: 244.57 Min: 12.52 / Avg: 194.6 / Max: 244.04
Neural Magic DeepSparse CPU Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better Neural Magic DeepSparse 1.1 CPU Temperature Monitor AVX-512 Off AVX-512 On 512 AVX-512 On 20 40 60 80 100 Min: 35 / Avg: 69.17 / Max: 81 Min: 38 / Avg: 77.04 / Max: 92 Min: 39 / Avg: 79.78 / Max: 91
Neural Magic DeepSparse Model: NLP Text Classification, BERT base uncased SST2 - Scenario: Asynchronous Multi-Stream OpenBenchmarking.org items/sec, More Is Better Neural Magic DeepSparse 1.1 Model: NLP Text Classification, BERT base uncased SST2 - Scenario: Asynchronous Multi-Stream AVX-512 On AVX-512 On 512 AVX-512 Off 9 18 27 36 45 SE +/- 0.12, N = 3 SE +/- 0.22, N = 3 SE +/- 0.02, N = 3 40.87 40.80 35.52
Neural Magic DeepSparse Model: NLP Text Classification, BERT base uncased SST2 - Scenario: Asynchronous Multi-Stream OpenBenchmarking.org ms/batch, Fewer Is Better Neural Magic DeepSparse 1.1 Model: NLP Text Classification, BERT base uncased SST2 - Scenario: Asynchronous Multi-Stream AVX-512 On AVX-512 On 512 AVX-512 Off 30 60 90 120 150 SE +/- 0.31, N = 3 SE +/- 0.54, N = 3 SE +/- 0.07, N = 3 97.85 98.03 112.60
Neural Magic DeepSparse CPU Peak Freq (Highest CPU Core Frequency) Monitor OpenBenchmarking.org Megahertz, More Is Better Neural Magic DeepSparse 1.1 CPU Peak Freq (Highest CPU Core Frequency) Monitor AVX-512 Off AVX-512 On AVX-512 On 512 900 1800 2700 3600 4500 Min: 4700 / Avg: 4864.38 / Max: 5300 Min: 4550 / Avg: 4788.85 / Max: 5300 Min: 3500 / Avg: 4771.09 / Max: 5310
Neural Magic DeepSparse CPU Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better Neural Magic DeepSparse 1.1 CPU Power Consumption Monitor AVX-512 Off AVX-512 On AVX-512 On 512 50 100 150 200 250 Min: 12.38 / Avg: 167.33 / Max: 219.34 Min: 12.48 / Avg: 190.62 / Max: 260.18 Min: 12.38 / Avg: 190.62 / Max: 262.43
Neural Magic DeepSparse CPU Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better Neural Magic DeepSparse 1.1 CPU Temperature Monitor AVX-512 Off AVX-512 On 512 AVX-512 On 20 40 60 80 100 Min: 38 / Avg: 72.32 / Max: 85 Min: 39 / Avg: 78.25 / Max: 94 Min: 40 / Avg: 78.33 / Max: 92
Neural Magic DeepSparse Model: NLP Text Classification, DistilBERT mnli - Scenario: Synchronous Single-Stream OpenBenchmarking.org items/sec, More Is Better Neural Magic DeepSparse 1.1 Model: NLP Text Classification, DistilBERT mnli - Scenario: Synchronous Single-Stream AVX-512 On 512 AVX-512 On AVX-512 Off 15 30 45 60 75 SE +/- 0.03, N = 3 SE +/- 0.05, N = 3 SE +/- 0.03, N = 3 68.77 68.76 56.59
Neural Magic DeepSparse Model: NLP Text Classification, DistilBERT mnli - Scenario: Synchronous Single-Stream OpenBenchmarking.org ms/batch, Fewer Is Better Neural Magic DeepSparse 1.1 Model: NLP Text Classification, DistilBERT mnli - Scenario: Synchronous Single-Stream AVX-512 On 512 AVX-512 On AVX-512 Off 4 8 12 16 20 SE +/- 0.01, N = 3 SE +/- 0.01, N = 3 SE +/- 0.01, N = 3 14.54 14.54 17.66
Neural Magic DeepSparse CPU Peak Freq (Highest CPU Core Frequency) Monitor OpenBenchmarking.org Megahertz, More Is Better Neural Magic DeepSparse 1.1 CPU Peak Freq (Highest CPU Core Frequency) Monitor AVX-512 Off AVX-512 On 512 AVX-512 On 900 1800 2700 3600 4500 Min: 4700 / Avg: 4829.28 / Max: 5301 Min: 4700 / Avg: 4800.61 / Max: 5310 Min: 4700 / Avg: 4769.5 / Max: 5309
Neural Magic DeepSparse CPU Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better Neural Magic DeepSparse 1.1 CPU Power Consumption Monitor AVX-512 Off AVX-512 On 512 AVX-512 On 40 80 120 160 200 Min: 12.39 / Avg: 153.63 / Max: 193.33 Min: 12.32 / Avg: 171.93 / Max: 211.04 Min: 12.29 / Avg: 180.67 / Max: 210.72
Neural Magic DeepSparse CPU Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better Neural Magic DeepSparse 1.1 CPU Temperature Monitor AVX-512 Off AVX-512 On 512 AVX-512 On 15 30 45 60 75 Min: 38 / Avg: 66.44 / Max: 73 Min: 38 / Avg: 69.89 / Max: 79 Min: 40 / Avg: 72.9 / Max: 79
Neural Magic DeepSparse Model: NLP Text Classification, DistilBERT mnli - Scenario: Asynchronous Multi-Stream OpenBenchmarking.org items/sec, More Is Better Neural Magic DeepSparse 1.1 Model: NLP Text Classification, DistilBERT mnli - Scenario: Asynchronous Multi-Stream AVX-512 On 512 AVX-512 On AVX-512 Off 20 40 60 80 100 SE +/- 0.06, N = 3 SE +/- 0.12, N = 3 SE +/- 0.03, N = 3 81.02 80.67 69.10
Neural Magic DeepSparse Model: NLP Text Classification, DistilBERT mnli - Scenario: Asynchronous Multi-Stream OpenBenchmarking.org ms/batch, Fewer Is Better Neural Magic DeepSparse 1.1 Model: NLP Text Classification, DistilBERT mnli - Scenario: Asynchronous Multi-Stream AVX-512 On 512 AVX-512 On AVX-512 Off 13 26 39 52 65 SE +/- 0.03, N = 3 SE +/- 0.07, N = 3 SE +/- 0.03, N = 3 49.36 49.57 57.88
Neural Magic DeepSparse CPU Peak Freq (Highest CPU Core Frequency) Monitor OpenBenchmarking.org Megahertz, More Is Better Neural Magic DeepSparse 1.1 CPU Peak Freq (Highest CPU Core Frequency) Monitor AVX-512 Off AVX-512 On 512 AVX-512 On 900 1800 2700 3600 4500 Min: 4700 / Avg: 4802.88 / Max: 5301 Min: 4700 / Avg: 4777.6 / Max: 5301 Min: 4700 / Avg: 4777.02 / Max: 5300
Neural Magic DeepSparse CPU Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better Neural Magic DeepSparse 1.1 CPU Power Consumption Monitor AVX-512 Off AVX-512 On AVX-512 On 512 40 80 120 160 200 Min: 12.42 / Avg: 169 / Max: 204.27 Min: 12.55 / Avg: 190.88 / Max: 225.22 Min: 12.41 / Avg: 191.37 / Max: 225.56
Neural Magic DeepSparse CPU Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better Neural Magic DeepSparse 1.1 CPU Temperature Monitor AVX-512 Off AVX-512 On 512 AVX-512 On 16 32 48 64 80 Min: 39 / Avg: 69.87 / Max: 78 Min: 39 / Avg: 73.25 / Max: 82 Min: 40 / Avg: 73.39 / Max: 81
Neural Magic DeepSparse Model: CV Classification, ResNet-50 ImageNet - Scenario: Synchronous Single-Stream OpenBenchmarking.org items/sec, More Is Better Neural Magic DeepSparse 1.1 Model: CV Classification, ResNet-50 ImageNet - Scenario: Synchronous Single-Stream AVX-512 On 512 AVX-512 On AVX-512 Off 30 60 90 120 150 SE +/- 0.12, N = 3 SE +/- 0.48, N = 3 SE +/- 0.04, N = 3 133.74 132.91 85.98
Neural Magic DeepSparse Model: CV Classification, ResNet-50 ImageNet - Scenario: Synchronous Single-Stream OpenBenchmarking.org ms/batch, Fewer Is Better Neural Magic DeepSparse 1.1 Model: CV Classification, ResNet-50 ImageNet - Scenario: Synchronous Single-Stream AVX-512 On 512 AVX-512 On AVX-512 Off 3 6 9 12 15 SE +/- 0.0069, N = 3 SE +/- 0.0274, N = 3 SE +/- 0.0062, N = 3 7.4707 7.5173 11.6244
Neural Magic DeepSparse CPU Peak Freq (Highest CPU Core Frequency) Monitor OpenBenchmarking.org Megahertz, More Is Better Neural Magic DeepSparse 1.1 CPU Peak Freq (Highest CPU Core Frequency) Monitor AVX-512 Off AVX-512 On 512 AVX-512 On 900 1800 2700 3600 4500 Min: 4700 / Avg: 4780.8 / Max: 5312 Min: 4631 / Avg: 4780.28 / Max: 5300 Min: 3556 / Avg: 4766.8 / Max: 5302
Neural Magic DeepSparse CPU Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better Neural Magic DeepSparse 1.1 CPU Power Consumption Monitor AVX-512 Off AVX-512 On AVX-512 On 512 40 80 120 160 200 Min: 12.35 / Avg: 183.63 / Max: 214.9 Min: 12.32 / Avg: 201.37 / Max: 246.43 Min: 12.3 / Avg: 209.51 / Max: 246.88
Neural Magic DeepSparse CPU Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better Neural Magic DeepSparse 1.1 CPU Temperature Monitor AVX-512 Off AVX-512 On AVX-512 On 512 20 40 60 80 100 Min: 39 / Avg: 74.18 / Max: 83 Min: 38 / Avg: 79.49 / Max: 92 Min: 39 / Avg: 81.82 / Max: 92
Neural Magic DeepSparse Model: CV Classification, ResNet-50 ImageNet - Scenario: Asynchronous Multi-Stream OpenBenchmarking.org items/sec, More Is Better Neural Magic DeepSparse 1.1 Model: CV Classification, ResNet-50 ImageNet - Scenario: Asynchronous Multi-Stream AVX-512 On 512 AVX-512 On AVX-512 Off 30 60 90 120 150 SE +/- 0.68, N = 3 SE +/- 0.92, N = 3 SE +/- 0.14, N = 3 156.81 155.39 101.64
Neural Magic DeepSparse Model: CV Classification, ResNet-50 ImageNet - Scenario: Asynchronous Multi-Stream OpenBenchmarking.org ms/batch, Fewer Is Better Neural Magic DeepSparse 1.1 Model: CV Classification, ResNet-50 ImageNet - Scenario: Asynchronous Multi-Stream AVX-512 On 512 AVX-512 On AVX-512 Off 9 18 27 36 45 SE +/- 0.11, N = 3 SE +/- 0.15, N = 3 SE +/- 0.05, N = 3 25.49 25.73 39.35
Neural Magic DeepSparse CPU Peak Freq (Highest CPU Core Frequency) Monitor OpenBenchmarking.org Megahertz, More Is Better Neural Magic DeepSparse 1.1 CPU Peak Freq (Highest CPU Core Frequency) Monitor AVX-512 Off AVX-512 On 512 AVX-512 On 900 1800 2700 3600 4500 Min: 4700 / Avg: 4768.47 / Max: 5302 Min: 3500 / Avg: 4682.19 / Max: 5300 Min: 3500 / Avg: 4648.5 / Max: 5302
Neural Magic DeepSparse CPU Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better Neural Magic DeepSparse 1.1 CPU Power Consumption Monitor AVX-512 Off AVX-512 On AVX-512 On 512 50 100 150 200 250 Min: 12.46 / Avg: 198.19 / Max: 227.43 Min: 12.48 / Avg: 211.14 / Max: 256.86 Min: 12.31 / Avg: 211.91 / Max: 258.7
Neural Magic DeepSparse CPU Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better Neural Magic DeepSparse 1.1 CPU Temperature Monitor AVX-512 Off AVX-512 On AVX-512 On 512 20 40 60 80 100 Min: 40 / Avg: 78.22 / Max: 86 Min: 40 / Avg: 82.42 / Max: 94 Min: 41 / Avg: 82.64 / Max: 96
Neural Magic DeepSparse Model: NLP Token Classification, BERT base uncased conll2003 - Scenario: Synchronous Single-Stream OpenBenchmarking.org items/sec, More Is Better Neural Magic DeepSparse 1.1 Model: NLP Token Classification, BERT base uncased conll2003 - Scenario: Synchronous Single-Stream AVX-512 On 512 AVX-512 On AVX-512 Off 3 6 9 12 15 SE +/- 0.0301, N = 3 SE +/- 0.0785, N = 3 SE +/- 0.0071, N = 3 8.9905 8.8759 7.8089
Neural Magic DeepSparse Model: NLP Token Classification, BERT base uncased conll2003 - Scenario: Synchronous Single-Stream OpenBenchmarking.org ms/batch, Fewer Is Better Neural Magic DeepSparse 1.1 Model: NLP Token Classification, BERT base uncased conll2003 - Scenario: Synchronous Single-Stream AVX-512 On 512 AVX-512 On AVX-512 Off 30 60 90 120 150 SE +/- 0.37, N = 3 SE +/- 1.00, N = 3 SE +/- 0.12, N = 3 111.22 112.68 128.05
Neural Magic DeepSparse CPU Peak Freq (Highest CPU Core Frequency) Monitor OpenBenchmarking.org Megahertz, More Is Better Neural Magic DeepSparse 1.1 CPU Peak Freq (Highest CPU Core Frequency) Monitor AVX-512 Off AVX-512 On 512 AVX-512 On 900 1800 2700 3600 4500 Min: 4700 / Avg: 4847.56 / Max: 5310 Min: 4575 / Avg: 4802.05 / Max: 5300 Min: 3500 / Avg: 4747.88 / Max: 5310
Neural Magic DeepSparse CPU Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better Neural Magic DeepSparse 1.1 CPU Power Consumption Monitor AVX-512 Off AVX-512 On AVX-512 On 512 50 100 150 200 250 Min: 12.38 / Avg: 167.69 / Max: 217.29 Min: 12.46 / Avg: 192.59 / Max: 258.71 Min: 12.38 / Avg: 193.85 / Max: 256.16
Neural Magic DeepSparse CPU Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better Neural Magic DeepSparse 1.1 CPU Temperature Monitor AVX-512 Off AVX-512 On AVX-512 On 512 20 40 60 80 100 Min: 38 / Avg: 71.71 / Max: 85 Min: 39 / Avg: 78.7 / Max: 94 Min: 39 / Avg: 79.14 / Max: 92
Neural Magic DeepSparse Model: NLP Token Classification, BERT base uncased conll2003 - Scenario: Asynchronous Multi-Stream OpenBenchmarking.org items/sec, More Is Better Neural Magic DeepSparse 1.1 Model: NLP Token Classification, BERT base uncased conll2003 - Scenario: Asynchronous Multi-Stream AVX-512 On 512 AVX-512 On AVX-512 Off 3 6 9 12 15 SE +/- 0.0140, N = 3 SE +/- 0.0648, N = 3 SE +/- 0.0060, N = 3 9.0886 8.9516 8.1213
Neural Magic DeepSparse Model: NLP Token Classification, BERT base uncased conll2003 - Scenario: Asynchronous Multi-Stream OpenBenchmarking.org ms/batch, Fewer Is Better Neural Magic DeepSparse 1.1 Model: NLP Token Classification, BERT base uncased conll2003 - Scenario: Asynchronous Multi-Stream AVX-512 On 512 AVX-512 On AVX-512 Off 110 220 330 440 550 SE +/- 0.68, N = 3 SE +/- 3.25, N = 3 SE +/- 0.40, N = 3 440.10 446.88 492.38
Neural Magic DeepSparse CPU Peak Freq (Highest CPU Core Frequency) Monitor OpenBenchmarking.org Megahertz, More Is Better Neural Magic DeepSparse 1.1 CPU Peak Freq (Highest CPU Core Frequency) Monitor AVX-512 Off AVX-512 On 512 AVX-512 On 900 1800 2700 3600 4500 Min: 4700 / Avg: 4862.17 / Max: 5301 Min: 4389 / Avg: 4809.78 / Max: 5300 Min: 3500 / Avg: 4711.32 / Max: 5304
Neural Magic DeepSparse CPU Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better Neural Magic DeepSparse 1.1 CPU Power Consumption Monitor AVX-512 Off AVX-512 On AVX-512 On 512 50 100 150 200 250 Min: 12.43 / Avg: 168.83 / Max: 221.42 Min: 12.5 / Avg: 186.42 / Max: 260.13 Min: 12.39 / Avg: 189.75 / Max: 259.61
Neural Magic DeepSparse CPU Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better Neural Magic DeepSparse 1.1 CPU Temperature Monitor AVX-512 Off AVX-512 On AVX-512 On 512 20 40 60 80 100 Min: 39 / Avg: 72.83 / Max: 87 Min: 41 / Avg: 76.64 / Max: 95 Min: 40 / Avg: 78.69 / Max: 92
Neural Magic DeepSparse Model: NLP Question Answering, BERT base uncased SQuaD 12layer Pruned90 - Scenario: Synchronous Single-Stream OpenBenchmarking.org items/sec, More Is Better Neural Magic DeepSparse 1.1 Model: NLP Question Answering, BERT base uncased SQuaD 12layer Pruned90 - Scenario: Synchronous Single-Stream AVX-512 On AVX-512 On 512 AVX-512 Off 10 20 30 40 50 SE +/- 0.20, N = 3 SE +/- 0.19, N = 3 SE +/- 0.05, N = 3 43.68 43.44 25.54
Neural Magic DeepSparse Model: NLP Question Answering, BERT base uncased SQuaD 12layer Pruned90 - Scenario: Synchronous Single-Stream OpenBenchmarking.org ms/batch, Fewer Is Better Neural Magic DeepSparse 1.1 Model: NLP Question Answering, BERT base uncased SQuaD 12layer Pruned90 - Scenario: Synchronous Single-Stream AVX-512 On AVX-512 On 512 AVX-512 Off 9 18 27 36 45 SE +/- 0.10, N = 3 SE +/- 0.10, N = 3 SE +/- 0.08, N = 3 22.89 23.01 39.14
Neural Magic DeepSparse CPU Peak Freq (Highest CPU Core Frequency) Monitor OpenBenchmarking.org Megahertz, More Is Better Neural Magic DeepSparse 1.1 CPU Peak Freq (Highest CPU Core Frequency) Monitor AVX-512 Off AVX-512 On 512 AVX-512 On 900 1800 2700 3600 4500 Min: 4700 / Avg: 4884.74 / Max: 5310 Min: 4700 / Avg: 4865.03 / Max: 5312 Min: 4700 / Avg: 4810.87 / Max: 5300
Neural Magic DeepSparse CPU Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better Neural Magic DeepSparse 1.1 CPU Power Consumption Monitor AVX-512 Off AVX-512 On 512 AVX-512 On 50 100 150 200 250 Min: 12.29 / Avg: 152.74 / Max: 206.29 Min: 12.27 / Avg: 178.55 / Max: 250.04 Min: 12.24 / Avg: 188.78 / Max: 249.74
Neural Magic DeepSparse CPU Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better Neural Magic DeepSparse 1.1 CPU Temperature Monitor AVX-512 Off AVX-512 On 512 AVX-512 On 20 40 60 80 100 Min: 38 / Avg: 64.6 / Max: 73 Min: 38 / Avg: 73.65 / Max: 89 Min: 39 / Avg: 75.07 / Max: 90
Neural Magic DeepSparse Model: NLP Question Answering, BERT base uncased SQuaD 12layer Pruned90 - Scenario: Asynchronous Multi-Stream OpenBenchmarking.org items/sec, More Is Better Neural Magic DeepSparse 1.1 Model: NLP Question Answering, BERT base uncased SQuaD 12layer Pruned90 - Scenario: Asynchronous Multi-Stream AVX-512 On 512 AVX-512 On AVX-512 Off 8 16 24 32 40 SE +/- 0.02, N = 3 SE +/- 0.03, N = 3 SE +/- 0.15, N = 3 36.86 36.60 26.53
Neural Magic DeepSparse Model: NLP Question Answering, BERT base uncased SQuaD 12layer Pruned90 - Scenario: Asynchronous Multi-Stream OpenBenchmarking.org ms/batch, Fewer Is Better Neural Magic DeepSparse 1.1 Model: NLP Question Answering, BERT base uncased SQuaD 12layer Pruned90 - Scenario: Asynchronous Multi-Stream AVX-512 On 512 AVX-512 On AVX-512 Off 30 60 90 120 150 SE +/- 0.07, N = 3 SE +/- 0.09, N = 3 SE +/- 0.85, N = 3 108.49 109.28 150.77
Neural Magic DeepSparse CPU Peak Freq (Highest CPU Core Frequency) Monitor OpenBenchmarking.org Megahertz, More Is Better Neural Magic DeepSparse 1.1 CPU Peak Freq (Highest CPU Core Frequency) Monitor AVX-512 Off AVX-512 On 512 AVX-512 On 900 1800 2700 3600 4500 Min: 4700 / Avg: 4899.77 / Max: 5314 Min: 4700 / Avg: 4813.34 / Max: 5300 Min: 4700 / Avg: 4803.42 / Max: 5300
Neural Magic DeepSparse CPU Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better Neural Magic DeepSparse 1.1 CPU Power Consumption Monitor AVX-512 Off AVX-512 On 512 AVX-512 On 40 80 120 160 200 Min: 12.57 / Avg: 151.3 / Max: 208.63 Min: 12.39 / Avg: 185.33 / Max: 241.17 Min: 12.58 / Avg: 186.84 / Max: 241.51
Neural Magic DeepSparse CPU Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better Neural Magic DeepSparse 1.1 CPU Temperature Monitor AVX-512 Off AVX-512 On 512 AVX-512 On 20 40 60 80 100 Min: 39 / Avg: 65.01 / Max: 75 Min: 37 / Avg: 73.66 / Max: 88 Min: 40 / Avg: 74.99 / Max: 88
Neural Magic DeepSparse Model: CV Detection,YOLOv5s COCO - Scenario: Synchronous Single-Stream OpenBenchmarking.org items/sec, More Is Better Neural Magic DeepSparse 1.1 Model: CV Detection,YOLOv5s COCO - Scenario: Synchronous Single-Stream AVX-512 On 512 AVX-512 On AVX-512 Off 11 22 33 44 55 SE +/- 0.04, N = 3 SE +/- 0.15, N = 3 SE +/- 0.01, N = 3 49.99 49.67 43.39
Neural Magic DeepSparse Model: CV Detection,YOLOv5s COCO - Scenario: Synchronous Single-Stream OpenBenchmarking.org ms/batch, Fewer Is Better Neural Magic DeepSparse 1.1 Model: CV Detection,YOLOv5s COCO - Scenario: Synchronous Single-Stream AVX-512 On 512 AVX-512 On AVX-512 Off 6 12 18 24 30 SE +/- 0.02, N = 3 SE +/- 0.06, N = 3 SE +/- 0.00, N = 3 19.99 20.13 23.04
Neural Magic DeepSparse CPU Peak Freq (Highest CPU Core Frequency) Monitor OpenBenchmarking.org Megahertz, More Is Better Neural Magic DeepSparse 1.1 CPU Peak Freq (Highest CPU Core Frequency) Monitor AVX-512 On 512 AVX-512 Off AVX-512 On 900 1800 2700 3600 4500 Min: 4700 / Avg: 4796.86 / Max: 5302 Min: 4700 / Avg: 4792.9 / Max: 5300 Min: 4700 / Avg: 4785.87 / Max: 5309
Neural Magic DeepSparse CPU Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better Neural Magic DeepSparse 1.1 CPU Power Consumption Monitor AVX-512 Off AVX-512 On AVX-512 On 512 40 80 120 160 200 Min: 12.46 / Avg: 178.55 / Max: 211.42 Min: 12.29 / Avg: 195.66 / Max: 239.75 Min: 12.46 / Avg: 200.45 / Max: 240.26
Neural Magic DeepSparse CPU Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better Neural Magic DeepSparse 1.1 CPU Temperature Monitor AVX-512 Off AVX-512 On AVX-512 On 512 20 40 60 80 100 Min: 38 / Avg: 73.22 / Max: 82 Min: 39 / Avg: 80.23 / Max: 93 Min: 39 / Avg: 80.25 / Max: 92
Neural Magic DeepSparse Model: CV Detection,YOLOv5s COCO - Scenario: Asynchronous Multi-Stream OpenBenchmarking.org items/sec, More Is Better Neural Magic DeepSparse 1.1 Model: CV Detection,YOLOv5s COCO - Scenario: Asynchronous Multi-Stream AVX-512 On 512 AVX-512 On AVX-512 Off 12 24 36 48 60 SE +/- 0.37, N = 3 SE +/- 0.15, N = 3 SE +/- 0.08, N = 3 51.36 50.77 43.23
Neural Magic DeepSparse Model: CV Detection,YOLOv5s COCO - Scenario: Asynchronous Multi-Stream OpenBenchmarking.org ms/batch, Fewer Is Better Neural Magic DeepSparse 1.1 Model: CV Detection,YOLOv5s COCO - Scenario: Asynchronous Multi-Stream AVX-512 On 512 AVX-512 On AVX-512 Off 20 40 60 80 100 SE +/- 0.56, N = 3 SE +/- 0.23, N = 3 SE +/- 0.19, N = 3 77.87 78.78 92.51
Neural Magic DeepSparse CPU Peak Freq (Highest CPU Core Frequency) Monitor OpenBenchmarking.org Megahertz, More Is Better Neural Magic DeepSparse 1.1 CPU Peak Freq (Highest CPU Core Frequency) Monitor AVX-512 Off AVX-512 On 512 AVX-512 On 900 1800 2700 3600 4500 Min: 4700 / Avg: 4785.41 / Max: 5300 Min: 4700 / Avg: 4783.64 / Max: 5301 Min: 3578 / Avg: 4752.98 / Max: 5300
Neural Magic DeepSparse CPU Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better Neural Magic DeepSparse 1.1 CPU Power Consumption Monitor AVX-512 Off AVX-512 On AVX-512 On 512 40 80 120 160 200 Min: 12.46 / Avg: 181.5 / Max: 215.22 Min: 12.65 / Avg: 200.79 / Max: 239.52 Min: 12.46 / Avg: 204.1 / Max: 244.9
Neural Magic DeepSparse CPU Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better Neural Magic DeepSparse 1.1 CPU Temperature Monitor AVX-512 Off AVX-512 On AVX-512 On 512 20 40 60 80 100 Min: 39 / Avg: 74.07 / Max: 85 Min: 40 / Avg: 80.82 / Max: 93 Min: 39 / Avg: 80.84 / Max: 95
Neural Magic DeepSparse Model: NLP Document Classification, oBERT base uncased on IMDB - Scenario: Synchronous Single-Stream OpenBenchmarking.org items/sec, More Is Better Neural Magic DeepSparse 1.1 Model: NLP Document Classification, oBERT base uncased on IMDB - Scenario: Synchronous Single-Stream AVX-512 On 512 AVX-512 On AVX-512 Off 3 6 9 12 15 SE +/- 0.0265, N = 3 SE +/- 0.0463, N = 3 SE +/- 0.0041, N = 3 9.0118 8.9135 7.8337
Neural Magic DeepSparse Model: NLP Document Classification, oBERT base uncased on IMDB - Scenario: Synchronous Single-Stream OpenBenchmarking.org ms/batch, Fewer Is Better Neural Magic DeepSparse 1.1 Model: NLP Document Classification, oBERT base uncased on IMDB - Scenario: Synchronous Single-Stream AVX-512 On 512 AVX-512 On AVX-512 Off 30 60 90 120 150 SE +/- 0.33, N = 3 SE +/- 0.58, N = 3 SE +/- 0.07, N = 3 110.96 112.19 127.65
Neural Magic DeepSparse CPU Peak Freq (Highest CPU Core Frequency) Monitor OpenBenchmarking.org Megahertz, More Is Better Neural Magic DeepSparse 1.1 CPU Peak Freq (Highest CPU Core Frequency) Monitor AVX-512 Off AVX-512 On 512 AVX-512 On 900 1800 2700 3600 4500 Min: 4700 / Avg: 4854.95 / Max: 5363 Min: 4587 / Avg: 4805.51 / Max: 5300 Min: 3500 / Avg: 4768.23 / Max: 5302
Neural Magic DeepSparse CPU Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better Neural Magic DeepSparse 1.1 CPU Power Consumption Monitor AVX-512 Off AVX-512 On AVX-512 On 512 50 100 150 200 250 Min: 12.27 / Avg: 168.07 / Max: 217.66 Min: 12.46 / Avg: 191.4 / Max: 257.39 Min: 12.35 / Avg: 194.31 / Max: 256.42
Neural Magic DeepSparse CPU Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better Neural Magic DeepSparse 1.1 CPU Temperature Monitor AVX-512 Off AVX-512 On AVX-512 On 512 20 40 60 80 100 Min: 38 / Avg: 71.94 / Max: 85 Min: 38 / Avg: 79.14 / Max: 93 Min: 39 / Avg: 79.22 / Max: 92
Neural Magic DeepSparse Model: NLP Document Classification, oBERT base uncased on IMDB - Scenario: Asynchronous Multi-Stream OpenBenchmarking.org items/sec, More Is Better Neural Magic DeepSparse 1.1 Model: NLP Document Classification, oBERT base uncased on IMDB - Scenario: Asynchronous Multi-Stream AVX-512 On 512 AVX-512 On AVX-512 Off 3 6 9 12 15 SE +/- 0.0265, N = 3 SE +/- 0.0383, N = 3 SE +/- 0.0056, N = 3 9.0792 8.9588 8.1425
Neural Magic DeepSparse Model: NLP Document Classification, oBERT base uncased on IMDB - Scenario: Asynchronous Multi-Stream OpenBenchmarking.org ms/batch, Fewer Is Better Neural Magic DeepSparse 1.1 Model: NLP Document Classification, oBERT base uncased on IMDB - Scenario: Asynchronous Multi-Stream AVX-512 On 512 AVX-512 On AVX-512 Off 110 220 330 440 550 SE +/- 1.29, N = 3 SE +/- 1.90, N = 3 SE +/- 0.41, N = 3 440.56 446.49 491.12
Neural Magic DeepSparse CPU Peak Freq (Highest CPU Core Frequency) Monitor OpenBenchmarking.org Megahertz, More Is Better Neural Magic DeepSparse 1.1 CPU Peak Freq (Highest CPU Core Frequency) Monitor AVX-512 Off AVX-512 On 512 AVX-512 On 900 1800 2700 3600 4500 Min: 4700 / Avg: 4864.76 / Max: 5300 Min: 3500 / Avg: 4792.63 / Max: 5301 Min: 3500 / Avg: 4712.83 / Max: 5302
Neural Magic DeepSparse CPU Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better Neural Magic DeepSparse 1.1 CPU Power Consumption Monitor AVX-512 Off AVX-512 On AVX-512 On 512 50 100 150 200 250 Min: 12.4 / Avg: 167.72 / Max: 220.91 Min: 12.69 / Avg: 185.26 / Max: 260.57 Min: 12.54 / Avg: 189.06 / Max: 260.04
Neural Magic DeepSparse CPU Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better Neural Magic DeepSparse 1.1 CPU Temperature Monitor AVX-512 Off AVX-512 On AVX-512 On 512 20 40 60 80 100 Min: 39 / Avg: 72.53 / Max: 86 Min: 39 / Avg: 77.07 / Max: 96 Min: 40 / Avg: 78.84 / Max: 95
Numpy Benchmark OpenBenchmarking.org Score, More Is Better Numpy Benchmark AVX-512 On 512 AVX-512 On AVX-512 Off 140 280 420 560 700 SE +/- 0.87, N = 3 SE +/- 1.23, N = 3 SE +/- 0.90, N = 3 631.86 631.24 575.79
Numpy Benchmark OpenBenchmarking.org Score Per Watt, More Is Better Numpy Benchmark AVX-512 On 512 AVX-512 On AVX-512 Off 3 6 9 12 15 10.293 10.211 9.735
Numpy Benchmark CPU Peak Freq (Highest CPU Core Frequency) Monitor OpenBenchmarking.org Megahertz, More Is Better Numpy Benchmark CPU Peak Freq (Highest CPU Core Frequency) Monitor AVX-512 Off AVX-512 On AVX-512 On 512 900 1800 2700 3600 4500 Min: 5086 / Avg: 5292.12 / Max: 5306 Min: 4905 / Avg: 5065.67 / Max: 5305 Min: 4910 / Avg: 5058.87 / Max: 5300
Numpy Benchmark CPU Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better Numpy Benchmark CPU Power Consumption Monitor AVX-512 Off AVX-512 On 512 AVX-512 On 13 26 39 52 65 Min: 11.97 / Avg: 59.15 / Max: 65.44 Min: 11.84 / Avg: 61.39 / Max: 67.45 Min: 11.83 / Avg: 61.82 / Max: 67.42
Numpy Benchmark CPU Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better Numpy Benchmark CPU Temperature Monitor AVX-512 Off AVX-512 On AVX-512 On 512 14 28 42 56 70 Min: 32 / Avg: 61.15 / Max: 70 Min: 34 / Avg: 62.31 / Max: 71 Min: 34 / Avg: 62.39 / Max: 71
oneDNN Harness: Convolution Batch Shapes Auto - Data Type: f32 - Engine: CPU OpenBenchmarking.org ms, Fewer Is Better oneDNN 2.7 Harness: Convolution Batch Shapes Auto - Data Type: f32 - Engine: CPU AVX-512 On 512 AVX-512 On AVX-512 Off 4 8 12 16 20 SE +/- 0.01, N = 7 SE +/- 0.01, N = 7 SE +/- 0.01, N = 7 14.28 14.36 15.61 MIN: 14.09 MIN: 14.18 -mno-avx512f - MIN: 15.43 1. (CXX) g++ options: -O3 -march=native -fopenmp -msse4.1 -fPIC -pie -ldl
oneDNN CPU Peak Freq (Highest CPU Core Frequency) Monitor OpenBenchmarking.org Megahertz, More Is Better oneDNN 2.7 CPU Peak Freq (Highest CPU Core Frequency) Monitor AVX-512 Off AVX-512 On AVX-512 On 512 900 1800 2700 3600 4500 Min: 4800 / Avg: 4945.85 / Max: 5300 Min: 4700 / Avg: 4896.54 / Max: 5300 Min: 4700 / Avg: 4879.13 / Max: 5300
oneDNN CPU Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better oneDNN 2.7 CPU Power Consumption Monitor AVX-512 Off AVX-512 On AVX-512 On 512 30 60 90 120 150 Min: 12.3 / Avg: 101.38 / Max: 166.77 Min: 12.33 / Avg: 114.74 / Max: 188.88 Min: 12.56 / Avg: 116.37 / Max: 189.01
oneDNN CPU Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better oneDNN 2.7 CPU Temperature Monitor AVX-512 Off AVX-512 On AVX-512 On 512 13 26 39 52 65 Min: 39 / Avg: 54 / Max: 63 Min: 40 / Avg: 56.59 / Max: 68 Min: 41 / Avg: 57.77 / Max: 69
oneDNN Harness: Convolution Batch Shapes Auto - Data Type: u8s8f32 - Engine: CPU OpenBenchmarking.org ms, Fewer Is Better oneDNN 2.7 Harness: Convolution Batch Shapes Auto - Data Type: u8s8f32 - Engine: CPU AVX-512 On 512 AVX-512 On AVX-512 Off 4 8 12 16 20 SE +/- 0.00, N = 7 SE +/- 0.01, N = 7 SE +/- 0.01, N = 7 12.02 12.11 14.84 MIN: 11.85 MIN: 11.95 -mno-avx512f - MIN: 14.31 1. (CXX) g++ options: -O3 -march=native -fopenmp -msse4.1 -fPIC -pie -ldl
oneDNN CPU Peak Freq (Highest CPU Core Frequency) Monitor OpenBenchmarking.org Megahertz, More Is Better oneDNN 2.7 CPU Peak Freq (Highest CPU Core Frequency) Monitor AVX-512 Off AVX-512 On AVX-512 On 512 900 1800 2700 3600 4500 Min: 4800 / Avg: 4940.32 / Max: 5300 Min: 4700 / Avg: 4892.18 / Max: 5300 Min: 4700 / Avg: 4884.79 / Max: 5300
oneDNN CPU Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better oneDNN 2.7 CPU Power Consumption Monitor AVX-512 Off AVX-512 On AVX-512 On 512 30 60 90 120 150 Min: 12.03 / Avg: 95.8 / Max: 154.46 Min: 12.34 / Avg: 109.26 / Max: 184.33 Min: 12.31 / Avg: 109.54 / Max: 183.13
oneDNN CPU Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better oneDNN 2.7 CPU Temperature Monitor AVX-512 Off AVX-512 On AVX-512 On 512 13 26 39 52 65 Min: 36 / Avg: 50.61 / Max: 60 Min: 38 / Avg: 53.03 / Max: 64 Min: 37 / Avg: 53.8 / Max: 65
oneDNN Harness: Convolution Batch Shapes Auto - Data Type: bf16bf16bf16 - Engine: CPU OpenBenchmarking.org ms, Fewer Is Better oneDNN 2.7 Harness: Convolution Batch Shapes Auto - Data Type: bf16bf16bf16 - Engine: CPU AVX-512 On 512 AVX-512 On 4 8 12 16 20 SE +/- 0.00, N = 7 SE +/- 0.00, N = 7 16.16 16.16 MIN: 16.06 MIN: 16.07 1. (CXX) g++ options: -O3 -march=native -fopenmp -msse4.1 -fPIC -pie -ldl
oneDNN CPU Peak Freq (Highest CPU Core Frequency) Monitor OpenBenchmarking.org Megahertz, More Is Better oneDNN 2.7 CPU Peak Freq (Highest CPU Core Frequency) Monitor AVX-512 On AVX-512 On 512 900 1800 2700 3600 4500 Min: 4700 / Avg: 4894.72 / Max: 5300 Min: 4700 / Avg: 4872.99 / Max: 5300
oneDNN CPU Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better oneDNN 2.7 CPU Power Consumption Monitor AVX-512 On 512 AVX-512 On 40 80 120 160 200 Min: 12.11 / Avg: 126.88 / Max: 209.9 Min: 11.99 / Avg: 128 / Max: 209.14
oneDNN CPU Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better oneDNN 2.7 CPU Temperature Monitor AVX-512 On 512 AVX-512 On 15 30 45 60 75 Min: 36 / Avg: 59.45 / Max: 76 Min: 36 / Avg: 59.56 / Max: 76
oneDNN Harness: Deconvolution Batch shapes_1d - Data Type: f32 - Engine: CPU OpenBenchmarking.org ms, Fewer Is Better oneDNN 2.7 Harness: Deconvolution Batch shapes_1d - Data Type: f32 - Engine: CPU AVX-512 Off AVX-512 On 512 AVX-512 On 2 4 6 8 10 SE +/- 0.04615, N = 3 SE +/- 0.02594, N = 3 SE +/- 0.02566, N = 3 8.39772 8.50891 8.55193 -mno-avx512f - MIN: 4.7 MIN: 4.8 MIN: 4.79 1. (CXX) g++ options: -O3 -march=native -fopenmp -msse4.1 -fPIC -pie -ldl
oneDNN CPU Peak Freq (Highest CPU Core Frequency) Monitor OpenBenchmarking.org Megahertz, More Is Better oneDNN 2.7 CPU Peak Freq (Highest CPU Core Frequency) Monitor AVX-512 Off AVX-512 On 512 AVX-512 On 900 1800 2700 3600 4500 Min: 4700 / Avg: 4788.28 / Max: 5100 Min: 4700 / Avg: 4787.63 / Max: 5228 Min: 4700 / Avg: 4787.19 / Max: 5300
oneDNN CPU Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better oneDNN 2.7 CPU Power Consumption Monitor AVX-512 Off AVX-512 On AVX-512 On 512 50 100 150 200 250 Min: 12 / Avg: 154.65 / Max: 222.78 Min: 12.16 / Avg: 185.77 / Max: 260.53 Min: 12.31 / Avg: 186.16 / Max: 260.32
oneDNN CPU Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better oneDNN 2.7 CPU Temperature Monitor AVX-512 Off AVX-512 On AVX-512 On 512 20 40 60 80 100 Min: 32 / Avg: 63.64 / Max: 79 Min: 36 / Avg: 73.12 / Max: 90 Min: 38 / Avg: 73.45 / Max: 90
oneDNN Harness: Deconvolution Batch shapes_1d - Data Type: u8s8f32 - Engine: CPU OpenBenchmarking.org ms, Fewer Is Better oneDNN 2.7 Harness: Deconvolution Batch shapes_1d - Data Type: u8s8f32 - Engine: CPU AVX-512 On AVX-512 On 512 AVX-512 Off 0.4001 0.8002 1.2003 1.6004 2.0005 SE +/- 0.003322, N = 3 SE +/- 0.003829, N = 3 SE +/- 0.003095, N = 3 0.840660 0.846376 1.778320 MIN: 0.82 MIN: 0.81 -mno-avx512f - MIN: 1.73 1. (CXX) g++ options: -O3 -march=native -fopenmp -msse4.1 -fPIC -pie -ldl
oneDNN CPU Peak Freq (Highest CPU Core Frequency) Monitor OpenBenchmarking.org Megahertz, More Is Better oneDNN 2.7 CPU Peak Freq (Highest CPU Core Frequency) Monitor AVX-512 Off AVX-512 On AVX-512 On 512 900 1800 2700 3600 4500 Min: 4700 / Avg: 4797.64 / Max: 5309 Min: 3426 / Avg: 4750.48 / Max: 5310 Min: 3430 / Avg: 4699.55 / Max: 5139
oneDNN CPU Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better oneDNN 2.7 CPU Power Consumption Monitor AVX-512 Off AVX-512 On 512 AVX-512 On 50 100 150 200 250 Min: 12.49 / Avg: 157.07 / Max: 224.86 Min: 12.33 / Avg: 182.51 / Max: 273 Min: 12.23 / Avg: 183.19 / Max: 271.84
oneDNN CPU Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better oneDNN 2.7 CPU Temperature Monitor AVX-512 Off AVX-512 On 512 AVX-512 On 20 40 60 80 100 Min: 37 / Avg: 68.37 / Max: 81 Min: 40 / Avg: 76.51 / Max: 95 Min: 39 / Avg: 76.57 / Max: 97
oneDNN Harness: Deconvolution Batch shapes_1d - Data Type: bf16bf16bf16 - Engine: CPU OpenBenchmarking.org ms, Fewer Is Better oneDNN 2.7 Harness: Deconvolution Batch shapes_1d - Data Type: bf16bf16bf16 - Engine: CPU AVX-512 On 512 AVX-512 On 5 10 15 20 25 SE +/- 0.00, N = 3 SE +/- 0.01, N = 3 20.26 20.81 MIN: 19.82 MIN: 20.45 1. (CXX) g++ options: -O3 -march=native -fopenmp -msse4.1 -fPIC -pie -ldl
oneDNN CPU Peak Freq (Highest CPU Core Frequency) Monitor OpenBenchmarking.org Megahertz, More Is Better oneDNN 2.7 CPU Peak Freq (Highest CPU Core Frequency) Monitor AVX-512 On AVX-512 On 512 900 1800 2700 3600 4500 Min: 4700 / Avg: 4772.18 / Max: 5298 Min: 4700 / Avg: 4768.42 / Max: 5101
oneDNN CPU Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better oneDNN 2.7 CPU Power Consumption Monitor AVX-512 On AVX-512 On 512 50 100 150 200 250 Min: 12.48 / Avg: 187.07 / Max: 255.81 Min: 12.43 / Avg: 188.15 / Max: 256.3
oneDNN CPU Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better oneDNN 2.7 CPU Temperature Monitor AVX-512 On AVX-512 On 512 20 40 60 80 100 Min: 39 / Avg: 74.22 / Max: 90 Min: 39 / Avg: 74.99 / Max: 90
oneDNN Harness: Deconvolution Batch shapes_3d - Data Type: f32 - Engine: CPU OpenBenchmarking.org ms, Fewer Is Better oneDNN 2.7 Harness: Deconvolution Batch shapes_3d - Data Type: f32 - Engine: CPU AVX-512 On 512 AVX-512 On AVX-512 Off 1.2135 2.427 3.6405 4.854 6.0675 SE +/- 0.00516, N = 9 SE +/- 0.00401, N = 9 SE +/- 0.00507, N = 9 4.32564 4.33063 5.39327 MIN: 4.21 MIN: 4.21 -mno-avx512f - MIN: 5.31 1. (CXX) g++ options: -O3 -march=native -fopenmp -msse4.1 -fPIC -pie -ldl
oneDNN CPU Peak Freq (Highest CPU Core Frequency) Monitor OpenBenchmarking.org Megahertz, More Is Better oneDNN 2.7 CPU Peak Freq (Highest CPU Core Frequency) Monitor AVX-512 On AVX-512 Off AVX-512 On 512 900 1800 2700 3600 4500 Min: 4700 / Avg: 4987.92 / Max: 5312 Min: 4721 / Avg: 4966.06 / Max: 5300 Min: 4700 / Avg: 4931.38 / Max: 5267
oneDNN CPU Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better oneDNN 2.7 CPU Power Consumption Monitor AVX-512 Off AVX-512 On AVX-512 On 512 40 80 120 160 200 Min: 12.12 / Avg: 99.49 / Max: 224.72 Min: 12.32 / Avg: 109.91 / Max: 245.61 Min: 12.27 / Avg: 110.93 / Max: 247.56
oneDNN CPU Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better oneDNN 2.7 CPU Temperature Monitor AVX-512 Off AVX-512 On AVX-512 On 512 16 32 48 64 80 Min: 34 / Avg: 51.76 / Max: 71 Min: 39 / Avg: 56.03 / Max: 81 Min: 39 / Avg: 58.3 / Max: 82
oneDNN Harness: Deconvolution Batch shapes_3d - Data Type: u8s8f32 - Engine: CPU OpenBenchmarking.org ms, Fewer Is Better oneDNN 2.7 Harness: Deconvolution Batch shapes_3d - Data Type: u8s8f32 - Engine: CPU AVX-512 On 512 AVX-512 On AVX-512 Off 0.5202 1.0404 1.5606 2.0808 2.601 SE +/- 0.00281, N = 9 SE +/- 0.00510, N = 9 SE +/- 0.00997, N = 9 1.46948 1.47049 2.31183 MIN: 1.36 MIN: 1.35 -mno-avx512f - MIN: 2.22 1. (CXX) g++ options: -O3 -march=native -fopenmp -msse4.1 -fPIC -pie -ldl
oneDNN CPU Peak Freq (Highest CPU Core Frequency) Monitor OpenBenchmarking.org Megahertz, More Is Better oneDNN 2.7 CPU Peak Freq (Highest CPU Core Frequency) Monitor AVX-512 On AVX-512 On 512 AVX-512 Off 900 1800 2700 3600 4500 Min: 4700 / Avg: 4984.13 / Max: 5309 Min: 4700 / Avg: 4983.09 / Max: 5312 Min: 4700 / Avg: 4953.98 / Max: 5300
oneDNN CPU Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better oneDNN 2.7 CPU Power Consumption Monitor AVX-512 Off AVX-512 On AVX-512 On 512 40 80 120 160 200 Min: 12.03 / Avg: 101.88 / Max: 232.56 Min: 12.2 / Avg: 108.52 / Max: 242.72 Min: 12.27 / Avg: 108.7 / Max: 242.03
oneDNN CPU Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better oneDNN 2.7 CPU Temperature Monitor AVX-512 Off AVX-512 On AVX-512 On 512 15 30 45 60 75 Min: 35 / Avg: 52.66 / Max: 74 Min: 35 / Avg: 53.89 / Max: 78 Min: 36 / Avg: 55.78 / Max: 79
oneDNN Harness: Deconvolution Batch shapes_3d - Data Type: bf16bf16bf16 - Engine: CPU OpenBenchmarking.org ms, Fewer Is Better oneDNN 2.7 Harness: Deconvolution Batch shapes_3d - Data Type: bf16bf16bf16 - Engine: CPU AVX-512 On 512 AVX-512 On 4 8 12 16 20 SE +/- 0.00, N = 9 SE +/- 0.00, N = 9 17.27 17.31 MIN: 16.85 MIN: 16.91 1. (CXX) g++ options: -O3 -march=native -fopenmp -msse4.1 -fPIC -pie -ldl
oneDNN CPU Peak Freq (Highest CPU Core Frequency) Monitor OpenBenchmarking.org Megahertz, More Is Better oneDNN 2.7 CPU Peak Freq (Highest CPU Core Frequency) Monitor AVX-512 On AVX-512 On 512 900 1800 2700 3600 4500 Min: 4700 / Avg: 4987.32 / Max: 5308 Min: 4700 / Avg: 4940.08 / Max: 5300
oneDNN CPU Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better oneDNN 2.7 CPU Power Consumption Monitor AVX-512 On AVX-512 On 512 40 80 120 160 200 Min: 12.22 / Avg: 97.45 / Max: 213.88 Min: 12.08 / Avg: 97.63 / Max: 215.11
oneDNN CPU Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better oneDNN 2.7 CPU Temperature Monitor AVX-512 On AVX-512 On 512 14 28 42 56 70 Min: 34 / Avg: 49.81 / Max: 71 Min: 36 / Avg: 53.02 / Max: 71
oneDNN Harness: IP Shapes 1D - Data Type: f32 - Engine: CPU OpenBenchmarking.org ms, Fewer Is Better oneDNN 2.7 Harness: IP Shapes 1D - Data Type: f32 - Engine: CPU AVX-512 Off AVX-512 On 512 AVX-512 On 0.908 1.816 2.724 3.632 4.54 SE +/- 0.00517, N = 4 SE +/- 0.00488, N = 4 SE +/- 0.00337, N = 4 3.22680 4.03294 4.03554 -mno-avx512f - MIN: 3.09 MIN: 3.89 MIN: 3.9 1. (CXX) g++ options: -O3 -march=native -fopenmp -msse4.1 -fPIC -pie -ldl
oneDNN CPU Peak Freq (Highest CPU Core Frequency) Monitor OpenBenchmarking.org Megahertz, More Is Better oneDNN 2.7 CPU Peak Freq (Highest CPU Core Frequency) Monitor AVX-512 Off AVX-512 On AVX-512 On 512 900 1800 2700 3600 4500 Min: 4700 / Avg: 4801.83 / Max: 5299 Min: 4700 / Avg: 4798.47 / Max: 5302 Min: 4700 / Avg: 4796.3 / Max: 5300
oneDNN CPU Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better oneDNN 2.7 CPU Power Consumption Monitor AVX-512 Off AVX-512 On AVX-512 On 512 50 100 150 200 250 Min: 11.91 / Avg: 174.01 / Max: 231.27 Min: 12.26 / Avg: 185.14 / Max: 254.54 Min: 12.2 / Avg: 187.14 / Max: 256.22
oneDNN CPU Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better oneDNN 2.7 CPU Temperature Monitor AVX-512 Off AVX-512 On AVX-512 On 512 20 40 60 80 100 Min: 31 / Avg: 66.53 / Max: 80 Min: 34 / Avg: 71.48 / Max: 87 Min: 35 / Avg: 71.51 / Max: 88
oneDNN Harness: IP Shapes 1D - Data Type: u8s8f32 - Engine: CPU OpenBenchmarking.org ms, Fewer Is Better oneDNN 2.7 Harness: IP Shapes 1D - Data Type: u8s8f32 - Engine: CPU AVX-512 On 512 AVX-512 On AVX-512 Off 0.2799 0.5598 0.8397 1.1196 1.3995 SE +/- 0.001828, N = 4 SE +/- 0.001991, N = 4 SE +/- 0.000314, N = 4 0.715925 0.720702 1.243960 MIN: 0.66 MIN: 0.67 -mno-avx512f - MIN: 1.22 1. (CXX) g++ options: -O3 -march=native -fopenmp -msse4.1 -fPIC -pie -ldl
oneDNN CPU Peak Freq (Highest CPU Core Frequency) Monitor OpenBenchmarking.org Megahertz, More Is Better oneDNN 2.7 CPU Peak Freq (Highest CPU Core Frequency) Monitor AVX-512 Off AVX-512 On 512 AVX-512 On 900 1800 2700 3600 4500 Min: 4700 / Avg: 4797.83 / Max: 5306 Min: 4700 / Avg: 4794.07 / Max: 5308 Min: 4700 / Avg: 4792.74 / Max: 5301
oneDNN CPU Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better oneDNN 2.7 CPU Power Consumption Monitor AVX-512 Off AVX-512 On AVX-512 On 512 50 100 150 200 250 Min: 12.34 / Avg: 167.49 / Max: 223.12 Min: 12.39 / Avg: 197.09 / Max: 259.67 Min: 12.45 / Avg: 197.65 / Max: 260.01
oneDNN CPU Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better oneDNN 2.7 CPU Temperature Monitor AVX-512 Off AVX-512 On AVX-512 On 512 20 40 60 80 100 Min: 38 / Avg: 67.95 / Max: 80 Min: 39 / Avg: 75.8 / Max: 90 Min: 40 / Avg: 76.38 / Max: 90
oneDNN Harness: IP Shapes 1D - Data Type: bf16bf16bf16 - Engine: CPU OpenBenchmarking.org ms, Fewer Is Better oneDNN 2.7 Harness: IP Shapes 1D - Data Type: bf16bf16bf16 - Engine: CPU AVX-512 On AVX-512 On 512 2 4 6 8 10 SE +/- 0.00165, N = 4 SE +/- 0.00438, N = 4 8.55274 8.55374 MIN: 8.4 MIN: 8.33 1. (CXX) g++ options: -O3 -march=native -fopenmp -msse4.1 -fPIC -pie -ldl
oneDNN CPU Peak Freq (Highest CPU Core Frequency) Monitor OpenBenchmarking.org Megahertz, More Is Better oneDNN 2.7 CPU Peak Freq (Highest CPU Core Frequency) Monitor AVX-512 On AVX-512 On 512 900 1800 2700 3600 4500 Min: 4700 / Avg: 4799.03 / Max: 5300 Min: 4700 / Avg: 4796.12 / Max: 5300
oneDNN CPU Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better oneDNN 2.7 CPU Power Consumption Monitor AVX-512 On 512 AVX-512 On 40 80 120 160 200 Min: 12.55 / Avg: 164.37 / Max: 212.69 Min: 12.64 / Avg: 166.08 / Max: 212.18
oneDNN CPU Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better oneDNN 2.7 CPU Temperature Monitor AVX-512 On AVX-512 On 512 15 30 45 60 75 Min: 39 / Avg: 68.31 / Max: 79 Min: 41 / Avg: 68.97 / Max: 80
oneDNN Harness: IP Shapes 3D - Data Type: f32 - Engine: CPU OpenBenchmarking.org ms, Fewer Is Better oneDNN 2.7 Harness: IP Shapes 3D - Data Type: f32 - Engine: CPU AVX-512 On 512 AVX-512 On AVX-512 Off 3 6 9 12 15 SE +/- 0.01026, N = 5 SE +/- 0.00598, N = 5 SE +/- 0.00748, N = 5 9.95113 10.63470 11.67710 MIN: 9.83 MIN: 10.54 -mno-avx512f - MIN: 11.41 1. (CXX) g++ options: -O3 -march=native -fopenmp -msse4.1 -fPIC -pie -ldl
oneDNN CPU Peak Freq (Highest CPU Core Frequency) Monitor OpenBenchmarking.org Megahertz, More Is Better oneDNN 2.7 CPU Peak Freq (Highest CPU Core Frequency) Monitor AVX-512 Off AVX-512 On 512 AVX-512 On 900 1800 2700 3600 4500 Min: 4789 / Avg: 4907.45 / Max: 5306 Min: 4700 / Avg: 4835.06 / Max: 5300 Min: 4700 / Avg: 4834.06 / Max: 5301
oneDNN CPU Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better oneDNN 2.7 CPU Power Consumption Monitor AVX-512 Off AVX-512 On 512 AVX-512 On 40 80 120 160 200 Min: 11.99 / Avg: 110.48 / Max: 208.04 Min: 12.27 / Avg: 140.62 / Max: 220.8 Min: 12.41 / Avg: 142.22 / Max: 219.9
oneDNN CPU Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better oneDNN 2.7 CPU Temperature Monitor AVX-512 Off AVX-512 On AVX-512 On 512 14 28 42 56 70 Min: 34 / Avg: 54.35 / Max: 70 Min: 39 / Avg: 59.67 / Max: 73 Min: 40 / Avg: 59.91 / Max: 74
oneDNN Harness: IP Shapes 3D - Data Type: u8s8f32 - Engine: CPU OpenBenchmarking.org ms, Fewer Is Better oneDNN 2.7 Harness: IP Shapes 3D - Data Type: u8s8f32 - Engine: CPU AVX-512 Off AVX-512 On 512 AVX-512 On 0.6781 1.3562 2.0343 2.7124 3.3905 SE +/- 0.00482, N = 5 SE +/- 0.01183, N = 5 SE +/- 0.00593, N = 5 2.18670 2.75246 3.01377 -mno-avx512f - MIN: 2.11 MIN: 2.64 MIN: 2.91 1. (CXX) g++ options: -O3 -march=native -fopenmp -msse4.1 -fPIC -pie -ldl
oneDNN CPU Peak Freq (Highest CPU Core Frequency) Monitor OpenBenchmarking.org Megahertz, More Is Better oneDNN 2.7 CPU Peak Freq (Highest CPU Core Frequency) Monitor AVX-512 Off AVX-512 On AVX-512 On 512 900 1800 2700 3600 4500 Min: 4753 / Avg: 4904.44 / Max: 5300 Min: 4700 / Avg: 4847.06 / Max: 5310 Min: 4700 / Avg: 4828.02 / Max: 5149
oneDNN CPU Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better oneDNN 2.7 CPU Power Consumption Monitor AVX-512 Off AVX-512 On AVX-512 On 512 40 80 120 160 200 Min: 12.18 / Avg: 117.33 / Max: 206.36 Min: 12.26 / Avg: 135.98 / Max: 211.15 Min: 12.46 / Avg: 138.07 / Max: 211.6
oneDNN CPU Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better oneDNN 2.7 CPU Temperature Monitor AVX-512 Off AVX-512 On AVX-512 On 512 15 30 45 60 75 Min: 35 / Avg: 56.98 / Max: 70 Min: 38 / Avg: 61.41 / Max: 78 Min: 38 / Avg: 61.88 / Max: 79
oneDNN Harness: IP Shapes 3D - Data Type: bf16bf16bf16 - Engine: CPU OpenBenchmarking.org ms, Fewer Is Better oneDNN 2.7 Harness: IP Shapes 3D - Data Type: bf16bf16bf16 - Engine: CPU AVX-512 On 512 AVX-512 On 1.0843 2.1686 3.2529 4.3372 5.4215 SE +/- 0.02954, N = 15 SE +/- 0.03916, N = 9 4.64814 4.81904 MIN: 4.01 MIN: 4.15 1. (CXX) g++ options: -O3 -march=native -fopenmp -msse4.1 -fPIC -pie -ldl
oneDNN CPU Peak Freq (Highest CPU Core Frequency) Monitor OpenBenchmarking.org Megahertz, More Is Better oneDNN 2.7 CPU Peak Freq (Highest CPU Core Frequency) Monitor AVX-512 On AVX-512 On 512 900 1800 2700 3600 4500 Min: 4700 / Avg: 4840.23 / Max: 5303 Min: 4700 / Avg: 4825.21 / Max: 5297
oneDNN CPU Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better oneDNN 2.7 CPU Power Consumption Monitor AVX-512 On AVX-512 On 512 40 80 120 160 200 Min: 12.19 / Avg: 145.98 / Max: 216.11 Min: 12.44 / Avg: 147.87 / Max: 217.33
oneDNN CPU Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better oneDNN 2.7 CPU Temperature Monitor AVX-512 On AVX-512 On 512 15 30 45 60 75 Min: 37 / Avg: 62.76 / Max: 75 Min: 38 / Avg: 63.8 / Max: 78
oneDNN Harness: Matrix Multiply Batch Shapes Transformer - Data Type: f32 - Engine: CPU OpenBenchmarking.org ms, Fewer Is Better oneDNN 2.7 Harness: Matrix Multiply Batch Shapes Transformer - Data Type: f32 - Engine: CPU AVX-512 On 512 AVX-512 On AVX-512 Off 0.8266 1.6532 2.4798 3.3064 4.133 SE +/- 0.00586, N = 4 SE +/- 0.00624, N = 4 SE +/- 0.03921, N = 4 3.21742 3.26773 3.67360 MIN: 3.14 MIN: 3.18 -mno-avx512f - MIN: 3.39 1. (CXX) g++ options: -O3 -march=native -fopenmp -msse4.1 -fPIC -pie -ldl
oneDNN CPU Peak Freq (Highest CPU Core Frequency) Monitor OpenBenchmarking.org Megahertz, More Is Better oneDNN 2.7 CPU Peak Freq (Highest CPU Core Frequency) Monitor AVX-512 Off AVX-512 On AVX-512 On 512 900 1800 2700 3600 4500 Min: 4800 / Avg: 4883.85 / Max: 5307 Min: 4700 / Avg: 4817.98 / Max: 5300 Min: 4700 / Avg: 4805.17 / Max: 5300
oneDNN CPU Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better oneDNN 2.7 CPU Power Consumption Monitor AVX-512 Off AVX-512 On AVX-512 On 512 40 80 120 160 200 Min: 12.06 / Avg: 127.79 / Max: 179.3 Min: 12.37 / Avg: 152.68 / Max: 217.03 Min: 12.48 / Avg: 154.47 / Max: 218.24
oneDNN CPU Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better oneDNN 2.7 CPU Temperature Monitor AVX-512 Off AVX-512 On AVX-512 On 512 15 30 45 60 75 Min: 32 / Avg: 54.62 / Max: 65 Min: 38 / Avg: 62.72 / Max: 76 Min: 39 / Avg: 63.95 / Max: 76
oneDNN Harness: Matrix Multiply Batch Shapes Transformer - Data Type: u8s8f32 - Engine: CPU OpenBenchmarking.org ms, Fewer Is Better oneDNN 2.7 Harness: Matrix Multiply Batch Shapes Transformer - Data Type: u8s8f32 - Engine: CPU AVX-512 On 512 AVX-512 On AVX-512 Off 0.3157 0.6314 0.9471 1.2628 1.5785 SE +/- 0.00378, N = 4 SE +/- 0.00334, N = 4 SE +/- 0.00373, N = 4 1.30906 1.32134 1.40330 MIN: 1.24 MIN: 1.26 -mno-avx512f - MIN: 1.31 1. (CXX) g++ options: -O3 -march=native -fopenmp -msse4.1 -fPIC -pie -ldl
oneDNN CPU Peak Freq (Highest CPU Core Frequency) Monitor OpenBenchmarking.org Megahertz, More Is Better oneDNN 2.7 CPU Peak Freq (Highest CPU Core Frequency) Monitor AVX-512 Off AVX-512 On AVX-512 On 512 900 1800 2700 3600 4500 Min: 4700 / Avg: 4857.73 / Max: 5270 Min: 4700 / Avg: 4831.27 / Max: 5300 Min: 4700 / Avg: 4824.57 / Max: 5300
oneDNN CPU Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better oneDNN 2.7 CPU Power Consumption Monitor AVX-512 Off AVX-512 On 512 AVX-512 On 40 80 120 160 200 Min: 12.3 / Avg: 141.01 / Max: 214.89 Min: 12.46 / Avg: 151.73 / Max: 216.95 Min: 12.28 / Avg: 152.81 / Max: 217.07
oneDNN CPU Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better oneDNN 2.7 CPU Temperature Monitor AVX-512 Off AVX-512 On 512 AVX-512 On 14 28 42 56 70 Min: 36 / Avg: 60.25 / Max: 74 Min: 38 / Avg: 63.12 / Max: 74 Min: 38 / Avg: 64.16 / Max: 75
oneDNN Harness: Matrix Multiply Batch Shapes Transformer - Data Type: bf16bf16bf16 - Engine: CPU OpenBenchmarking.org ms, Fewer Is Better oneDNN 2.7 Harness: Matrix Multiply Batch Shapes Transformer - Data Type: bf16bf16bf16 - Engine: CPU AVX-512 On 512 AVX-512 On 0.859 1.718 2.577 3.436 4.295 SE +/- 0.03397, N = 4 SE +/- 0.04459, N = 4 3.66945 3.81793 MIN: 3.28 MIN: 3.28 1. (CXX) g++ options: -O3 -march=native -fopenmp -msse4.1 -fPIC -pie -ldl
oneDNN CPU Peak Freq (Highest CPU Core Frequency) Monitor OpenBenchmarking.org Megahertz, More Is Better oneDNN 2.7 CPU Peak Freq (Highest CPU Core Frequency) Monitor AVX-512 On AVX-512 On 512 900 1800 2700 3600 4500 Min: 4700 / Avg: 4826.46 / Max: 5302 Min: 4700 / Avg: 4807.8 / Max: 5221
oneDNN CPU Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better oneDNN 2.7 CPU Power Consumption Monitor AVX-512 On AVX-512 On 512 40 80 120 160 200 Min: 12.43 / Avg: 143.59 / Max: 212.38 Min: 12.45 / Avg: 147.95 / Max: 221.19
oneDNN CPU Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better oneDNN 2.7 CPU Temperature Monitor AVX-512 On AVX-512 On 512 15 30 45 60 75 Min: 38 / Avg: 63.03 / Max: 77 Min: 39 / Avg: 64.2 / Max: 78
oneDNN Harness: Recurrent Neural Network Training - Data Type: f32 - Engine: CPU OpenBenchmarking.org ms, Fewer Is Better oneDNN 2.7 Harness: Recurrent Neural Network Training - Data Type: f32 - Engine: CPU AVX-512 On 512 AVX-512 On AVX-512 Off 700 1400 2100 2800 3500 SE +/- 2.98, N = 3 SE +/- 2.36, N = 3 SE +/- 1.15, N = 3 3062.36 3079.96 3271.06 MIN: 3040.47 MIN: 3061.76 -mno-avx512f - MIN: 3261.78 1. (CXX) g++ options: -O3 -march=native -fopenmp -msse4.1 -fPIC -pie -ldl
oneDNN CPU Peak Freq (Highest CPU Core Frequency) Monitor OpenBenchmarking.org Megahertz, More Is Better oneDNN 2.7 CPU Peak Freq (Highest CPU Core Frequency) Monitor AVX-512 Off AVX-512 On AVX-512 On 512 900 1800 2700 3600 4500 Min: 4700 / Avg: 4733.47 / Max: 5312 Min: 4649 / Avg: 4725.14 / Max: 5300 Min: 3500 / Avg: 4710.26 / Max: 5301
oneDNN CPU Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better oneDNN 2.7 CPU Power Consumption Monitor AVX-512 Off AVX-512 On AVX-512 On 512 50 100 150 200 250 Min: 12.16 / Avg: 214.34 / Max: 239.55 Min: 12.16 / Avg: 224.81 / Max: 259.66 Min: 12.36 / Avg: 225.11 / Max: 259.84
oneDNN CPU Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better oneDNN 2.7 CPU Temperature Monitor AVX-512 Off AVX-512 On 512 AVX-512 On 20 40 60 80 100 Min: 33 / Avg: 78.87 / Max: 87 Min: 38 / Avg: 84.54 / Max: 94 Min: 37 / Avg: 84.81 / Max: 94
oneDNN Harness: Recurrent Neural Network Training - Data Type: u8s8f32 - Engine: CPU OpenBenchmarking.org ms, Fewer Is Better oneDNN 2.7 Harness: Recurrent Neural Network Training - Data Type: u8s8f32 - Engine: CPU AVX-512 On 512 AVX-512 On AVX-512 Off 700 1400 2100 2800 3500 SE +/- 89.39, N = 15 SE +/- 3.05, N = 3 SE +/- 1.82, N = 3 3073.17 3088.89 3270.55 MIN: 2922.72 MIN: 3071.02 -mno-avx512f - MIN: 3260.73 1. (CXX) g++ options: -O3 -march=native -fopenmp -msse4.1 -fPIC -pie -ldl
oneDNN CPU Peak Freq (Highest CPU Core Frequency) Monitor OpenBenchmarking.org Megahertz, More Is Better oneDNN 2.7 CPU Peak Freq (Highest CPU Core Frequency) Monitor AVX-512 Off AVX-512 On AVX-512 On 512 900 1800 2700 3600 4500 Min: 4700 / Avg: 4726.9 / Max: 5300 Min: 3500 / Avg: 4678.34 / Max: 5300 Min: 3500 / Avg: 4667.49 / Max: 5300
oneDNN CPU Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better oneDNN 2.7 CPU Power Consumption Monitor AVX-512 Off AVX-512 On 512 AVX-512 On 50 100 150 200 250 Min: 12.57 / Avg: 214.65 / Max: 239.45 Min: 6.51 / Avg: 222.96 / Max: 260.16 Min: 12.72 / Avg: 223.66 / Max: 258.29
oneDNN CPU Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better oneDNN 2.7 CPU Temperature Monitor AVX-512 Off AVX-512 On AVX-512 On 512 20 40 60 80 100 Min: 39 / Avg: 80.93 / Max: 87 Min: 40 / Avg: 84.18 / Max: 95 Min: 41 / Avg: 85.38 / Max: 95
oneDNN Harness: Recurrent Neural Network Training - Data Type: bf16bf16bf16 - Engine: CPU OpenBenchmarking.org ms, Fewer Is Better oneDNN 2.7 Harness: Recurrent Neural Network Training - Data Type: bf16bf16bf16 - Engine: CPU AVX-512 On 512 AVX-512 On AVX-512 Off 700 1400 2100 2800 3500 SE +/- 38.98, N = 3 SE +/- 4.17, N = 3 SE +/- 2.45, N = 3 2986.72 3093.58 3271.27 MIN: 2932.85 MIN: 3075.2 -mno-avx512f - MIN: 3259.85 1. (CXX) g++ options: -O3 -march=native -fopenmp -msse4.1 -fPIC -pie -ldl
oneDNN CPU Peak Freq (Highest CPU Core Frequency) Monitor OpenBenchmarking.org Megahertz, More Is Better oneDNN 2.7 CPU Peak Freq (Highest CPU Core Frequency) Monitor AVX-512 Off AVX-512 On 512 AVX-512 On 900 1800 2700 3600 4500 Min: 4700 / Avg: 4729.18 / Max: 5303 Min: 3500 / Avg: 4674.91 / Max: 5181 Min: 3500 / Avg: 4672.78 / Max: 5309
oneDNN CPU Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better oneDNN 2.7 CPU Power Consumption Monitor AVX-512 Off AVX-512 On AVX-512 On 512 50 100 150 200 250 Min: 12.67 / Avg: 214.52 / Max: 239.09 Min: 12.53 / Avg: 222.91 / Max: 259.24 Min: 12.32 / Avg: 225.38 / Max: 259.31
oneDNN CPU Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better oneDNN 2.7 CPU Temperature Monitor AVX-512 Off AVX-512 On AVX-512 On 512 20 40 60 80 100 Min: 40 / Avg: 80.45 / Max: 88 Min: 41 / Avg: 83.9 / Max: 95 Min: 41 / Avg: 84.88 / Max: 94
oneDNN Harness: Recurrent Neural Network Inference - Data Type: f32 - Engine: CPU OpenBenchmarking.org ms, Fewer Is Better oneDNN 2.7 Harness: Recurrent Neural Network Inference - Data Type: f32 - Engine: CPU AVX-512 On 512 AVX-512 On AVX-512 Off 400 800 1200 1600 2000 SE +/- 20.46, N = 4 SE +/- 0.41, N = 3 SE +/- 3.47, N = 3 1739.49 1814.65 2000.12 MIN: 1670.86 MIN: 1805.32 -mno-avx512f - MIN: 1987.76 1. (CXX) g++ options: -O3 -march=native -fopenmp -msse4.1 -fPIC -pie -ldl
oneDNN CPU Peak Freq (Highest CPU Core Frequency) Monitor OpenBenchmarking.org Megahertz, More Is Better oneDNN 2.7 CPU Peak Freq (Highest CPU Core Frequency) Monitor AVX-512 Off AVX-512 On 512 AVX-512 On 900 1800 2700 3600 4500 Min: 4700 / Avg: 4732.36 / Max: 5300 Min: 4573 / Avg: 4707.8 / Max: 5300 Min: 3500 / Avg: 4683.06 / Max: 5300
oneDNN CPU Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better oneDNN 2.7 CPU Power Consumption Monitor AVX-512 Off AVX-512 On AVX-512 On 512 50 100 150 200 250 Min: 12.3 / Avg: 210.85 / Max: 239.17 Min: 12.6 / Avg: 221.72 / Max: 257.44 Min: 12.23 / Avg: 222.53 / Max: 259.06
oneDNN CPU Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better oneDNN 2.7 CPU Temperature Monitor AVX-512 Off AVX-512 On AVX-512 On 512 20 40 60 80 100 Min: 40 / Avg: 79.82 / Max: 87 Min: 41 / Avg: 83.26 / Max: 94 Min: 42 / Avg: 85.26 / Max: 95
oneDNN Harness: Recurrent Neural Network Inference - Data Type: u8s8f32 - Engine: CPU OpenBenchmarking.org ms, Fewer Is Better oneDNN 2.7 Harness: Recurrent Neural Network Inference - Data Type: u8s8f32 - Engine: CPU AVX-512 On 512 AVX-512 On AVX-512 Off 400 800 1200 1600 2000 SE +/- 14.49, N = 3 SE +/- 7.10, N = 3 SE +/- 1.98, N = 3 1738.00 1817.59 2003.54 MIN: 1697.55 MIN: 1801.35 -mno-avx512f - MIN: 1993.54 1. (CXX) g++ options: -O3 -march=native -fopenmp -msse4.1 -fPIC -pie -ldl
oneDNN CPU Peak Freq (Highest CPU Core Frequency) Monitor OpenBenchmarking.org Megahertz, More Is Better oneDNN 2.7 CPU Peak Freq (Highest CPU Core Frequency) Monitor AVX-512 Off AVX-512 On 512 AVX-512 On 900 1800 2700 3600 4500 Min: 4700 / Avg: 4725.04 / Max: 5303 Min: 3500 / Avg: 4673.77 / Max: 5300 Min: 3524 / Avg: 4668.41 / Max: 5291
oneDNN CPU Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better oneDNN 2.7 CPU Power Consumption Monitor AVX-512 Off AVX-512 On AVX-512 On 512 50 100 150 200 250 Min: 12.61 / Avg: 210.67 / Max: 238.64 Min: 12.42 / Avg: 220.81 / Max: 258.47 Min: 12.38 / Avg: 222.38 / Max: 260.25
oneDNN CPU Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better oneDNN 2.7 CPU Temperature Monitor AVX-512 Off AVX-512 On AVX-512 On 512 20 40 60 80 100 Min: 40 / Avg: 79.86 / Max: 87 Min: 40 / Avg: 84.09 / Max: 94 Min: 42 / Avg: 84.75 / Max: 94
oneDNN Harness: Recurrent Neural Network Inference - Data Type: bf16bf16bf16 - Engine: CPU OpenBenchmarking.org ms, Fewer Is Better oneDNN 2.7 Harness: Recurrent Neural Network Inference - Data Type: bf16bf16bf16 - Engine: CPU AVX-512 On 512 AVX-512 On AVX-512 Off 400 800 1200 1600 2000 SE +/- 18.65, N = 5 SE +/- 2.62, N = 3 SE +/- 0.87, N = 3 1715.75 1814.03 2006.02 MIN: 1674.74 MIN: 1799.95 -mno-avx512f - MIN: 1997.88 1. (CXX) g++ options: -O3 -march=native -fopenmp -msse4.1 -fPIC -pie -ldl
oneDNN CPU Peak Freq (Highest CPU Core Frequency) Monitor OpenBenchmarking.org Megahertz, More Is Better oneDNN 2.7 CPU Peak Freq (Highest CPU Core Frequency) Monitor AVX-512 Off AVX-512 On AVX-512 On 512 900 1800 2700 3600 4500 Min: 4700 / Avg: 4729.07 / Max: 5300 Min: 3545 / Avg: 4698.05 / Max: 5302 Min: 3500 / Avg: 4678.88 / Max: 5300
oneDNN CPU Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better oneDNN 2.7 CPU Power Consumption Monitor AVX-512 Off AVX-512 On AVX-512 On 512 50 100 150 200 250 Min: 12.39 / Avg: 211.06 / Max: 238.35 Min: 12.62 / Avg: 222.99 / Max: 258.73 Min: 12.35 / Avg: 223.11 / Max: 259.32
oneDNN CPU Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better oneDNN 2.7 CPU Temperature Monitor AVX-512 Off AVX-512 On AVX-512 On 512 20 40 60 80 100 Min: 39 / Avg: 79.8 / Max: 88 Min: 41 / Avg: 83.69 / Max: 93 Min: 41 / Avg: 85.51 / Max: 95
ONNX Runtime Model: yolov4 - Device: CPU - Executor: Standard OpenBenchmarking.org Inferences Per Minute, More Is Better ONNX Runtime 1.11 Model: yolov4 - Device: CPU - Executor: Standard AVX-512 On AVX-512 On 512 AVX-512 Off 110 220 330 440 550 SE +/- 0.60, N = 3 SE +/- 1.09, N = 3 SE +/- 0.76, N = 3 529 527 517 -mno-avx512f 1. (CXX) g++ options: -O3 -march=native -ffunction-sections -fdata-sections -mtune=native -flto=auto -fno-fat-lto-objects -ldl -lrt
ONNX Runtime Model: yolov4 - Device: CPU - Executor: Standard OpenBenchmarking.org Inferences Per Minute Per Watt, More Is Better ONNX Runtime 1.11 Model: yolov4 - Device: CPU - Executor: Standard AVX-512 Off AVX-512 On AVX-512 On 512 0.6352 1.2704 1.9056 2.5408 3.176 2.823 2.616 2.598
ONNX Runtime CPU Peak Freq (Highest CPU Core Frequency) Monitor OpenBenchmarking.org Megahertz, More Is Better ONNX Runtime 1.11 CPU Peak Freq (Highest CPU Core Frequency) Monitor AVX-512 Off AVX-512 On AVX-512 On 512 900 1800 2700 3600 4500 Min: 4700 / Avg: 4748.49 / Max: 5300 Min: 4700 / Avg: 4722.26 / Max: 5300 Min: 4700 / Avg: 4716.47 / Max: 5301
ONNX Runtime CPU Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better ONNX Runtime 1.11 CPU Power Consumption Monitor AVX-512 Off AVX-512 On AVX-512 On 512 40 80 120 160 200 Min: 12.26 / Avg: 183.13 / Max: 192.75 Min: 12.3 / Avg: 202.2 / Max: 213.09 Min: 12.31 / Avg: 202.83 / Max: 212.6
ONNX Runtime CPU Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better ONNX Runtime 1.11 CPU Temperature Monitor AVX-512 Off AVX-512 On 512 AVX-512 On 20 40 60 80 100 Min: 40 / Avg: 74.38 / Max: 87 Min: 41 / Avg: 79.4 / Max: 94 Min: 41 / Avg: 80.11 / Max: 94
ONNX Runtime Model: yolov4 - Device: CPU - Executor: Parallel OpenBenchmarking.org Inferences Per Minute, More Is Better ONNX Runtime 1.11 Model: yolov4 - Device: CPU - Executor: Parallel AVX-512 On 512 AVX-512 On AVX-512 Off 70 140 210 280 350 SE +/- 0.33, N = 3 SE +/- 0.29, N = 3 SE +/- 0.33, N = 3 319 319 315 -mno-avx512f 1. (CXX) g++ options: -O3 -march=native -ffunction-sections -fdata-sections -mtune=native -flto=auto -fno-fat-lto-objects -ldl -lrt
ONNX Runtime Model: yolov4 - Device: CPU - Executor: Parallel OpenBenchmarking.org Inferences Per Minute Per Watt, More Is Better ONNX Runtime 1.11 Model: yolov4 - Device: CPU - Executor: Parallel AVX-512 Off AVX-512 On 512 AVX-512 On 0.446 0.892 1.338 1.784 2.23 1.982 1.749 1.748
ONNX Runtime CPU Peak Freq (Highest CPU Core Frequency) Monitor OpenBenchmarking.org Megahertz, More Is Better ONNX Runtime 1.11 CPU Peak Freq (Highest CPU Core Frequency) Monitor AVX-512 Off AVX-512 On 512 AVX-512 On 900 1800 2700 3600 4500 Min: 4700 / Avg: 4788.45 / Max: 5300 Min: 4700 / Avg: 4721.84 / Max: 5299 Min: 4700 / Avg: 4721.58 / Max: 5306
ONNX Runtime CPU Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better ONNX Runtime 1.11 CPU Power Consumption Monitor AVX-512 Off AVX-512 On 512 AVX-512 On 40 80 120 160 200 Min: 12.26 / Avg: 158.94 / Max: 171.99 Min: 12.55 / Avg: 182.37 / Max: 194.6 Min: 12.18 / Avg: 182.51 / Max: 195.72
ONNX Runtime CPU Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better ONNX Runtime 1.11 CPU Temperature Monitor AVX-512 Off AVX-512 On 512 AVX-512 On 20 40 60 80 100 Min: 40 / Avg: 69.43 / Max: 86 Min: 42 / Avg: 74.76 / Max: 95 Min: 39 / Avg: 75.62 / Max: 94
ONNX Runtime Model: fcn-resnet101-11 - Device: CPU - Executor: Standard OpenBenchmarking.org Inferences Per Minute, More Is Better ONNX Runtime 1.11 Model: fcn-resnet101-11 - Device: CPU - Executor: Standard AVX-512 On 512 AVX-512 On AVX-512 Off 20 40 60 80 100 SE +/- 0.17, N = 3 SE +/- 0.88, N = 8 SE +/- 0.17, N = 3 103 102 100 -mno-avx512f 1. (CXX) g++ options: -O3 -march=native -ffunction-sections -fdata-sections -mtune=native -flto=auto -fno-fat-lto-objects -ldl -lrt
ONNX Runtime Model: fcn-resnet101-11 - Device: CPU - Executor: Standard OpenBenchmarking.org Inferences Per Minute Per Watt, More Is Better ONNX Runtime 1.11 Model: fcn-resnet101-11 - Device: CPU - Executor: Standard AVX-512 Off AVX-512 On 512 AVX-512 On 0.1082 0.2164 0.3246 0.4328 0.541 0.481 0.472 0.470
ONNX Runtime CPU Peak Freq (Highest CPU Core Frequency) Monitor OpenBenchmarking.org Megahertz, More Is Better ONNX Runtime 1.11 CPU Peak Freq (Highest CPU Core Frequency) Monitor AVX-512 Off AVX-512 On 512 AVX-512 On 900 1800 2700 3600 4500 Min: 4700 / Avg: 4720.87 / Max: 5300 Min: 3564 / Avg: 4670.77 / Max: 5300 Min: 3500 / Avg: 4662.15 / Max: 5300
ONNX Runtime CPU Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better ONNX Runtime 1.11 CPU Power Consumption Monitor AVX-512 Off AVX-512 On AVX-512 On 512 40 80 120 160 200 Min: 12.44 / Avg: 208.04 / Max: 219.8 Min: 12.29 / Avg: 216.9 / Max: 237.78 Min: 12.2 / Avg: 218.3 / Max: 237.54
ONNX Runtime CPU Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better ONNX Runtime 1.11 CPU Temperature Monitor AVX-512 Off AVX-512 On 512 AVX-512 On 20 40 60 80 100 Min: 39 / Avg: 81.74 / Max: 92 Min: 39 / Avg: 85.21 / Max: 99 Min: 39 / Avg: 85.21 / Max: 98
ONNX Runtime Model: fcn-resnet101-11 - Device: CPU - Executor: Parallel OpenBenchmarking.org Inferences Per Minute, More Is Better ONNX Runtime 1.11 Model: fcn-resnet101-11 - Device: CPU - Executor: Parallel AVX-512 On 512 AVX-512 On AVX-512 Off 16 32 48 64 80 SE +/- 0.44, N = 3 SE +/- 0.00, N = 3 SE +/- 0.33, N = 3 73 73 72 -mno-avx512f 1. (CXX) g++ options: -O3 -march=native -ffunction-sections -fdata-sections -mtune=native -flto=auto -fno-fat-lto-objects -ldl -lrt
ONNX Runtime Model: fcn-resnet101-11 - Device: CPU - Executor: Parallel OpenBenchmarking.org Inferences Per Minute Per Watt, More Is Better ONNX Runtime 1.11 Model: fcn-resnet101-11 - Device: CPU - Executor: Parallel AVX-512 Off AVX-512 On AVX-512 On 512 0.0925 0.185 0.2775 0.37 0.4625 0.411 0.375 0.374
ONNX Runtime CPU Peak Freq (Highest CPU Core Frequency) Monitor OpenBenchmarking.org Megahertz, More Is Better ONNX Runtime 1.11 CPU Peak Freq (Highest CPU Core Frequency) Monitor AVX-512 Off AVX-512 On 512 AVX-512 On 900 1800 2700 3600 4500 Min: 4700 / Avg: 4741.29 / Max: 5300 Min: 4700 / Avg: 4718.48 / Max: 5203 Min: 4361 / Avg: 4716.76 / Max: 5300
ONNX Runtime CPU Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better ONNX Runtime 1.11 CPU Power Consumption Monitor AVX-512 Off AVX-512 On AVX-512 On 512 40 80 120 160 200 Min: 12.19 / Avg: 175.09 / Max: 200.07 Min: 12.2 / Avg: 194.83 / Max: 220.39 Min: 12.33 / Avg: 195.17 / Max: 218.64
ONNX Runtime CPU Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better ONNX Runtime 1.11 CPU Temperature Monitor AVX-512 Off AVX-512 On 512 AVX-512 On 20 40 60 80 100 Min: 40 / Avg: 75.92 / Max: 88 Min: 41 / Avg: 81.09 / Max: 94 Min: 40 / Avg: 81.63 / Max: 94
ONNX Runtime Model: super-resolution-10 - Device: CPU - Executor: Standard OpenBenchmarking.org Inferences Per Minute, More Is Better ONNX Runtime 1.11 Model: super-resolution-10 - Device: CPU - Executor: Standard AVX-512 On AVX-512 Off AVX-512 On 512 1600 3200 4800 6400 8000 SE +/- 80.51, N = 4 SE +/- 44.00, N = 3 SE +/- 64.19, N = 12 7356 7279 6824 -mno-avx512f 1. (CXX) g++ options: -O3 -march=native -ffunction-sections -fdata-sections -mtune=native -flto=auto -fno-fat-lto-objects -ldl -lrt
ONNX Runtime Model: super-resolution-10 - Device: CPU - Executor: Standard OpenBenchmarking.org Inferences Per Minute Per Watt, More Is Better ONNX Runtime 1.11 Model: super-resolution-10 - Device: CPU - Executor: Standard AVX-512 Off AVX-512 On AVX-512 On 512 8 16 24 32 40 33.21 31.68 29.78
ONNX Runtime CPU Peak Freq (Highest CPU Core Frequency) Monitor OpenBenchmarking.org Megahertz, More Is Better ONNX Runtime 1.11 CPU Peak Freq (Highest CPU Core Frequency) Monitor AVX-512 Off AVX-512 On 512 AVX-512 On 900 1800 2700 3600 4500 Min: 4700 / Avg: 4716.1 / Max: 5305 Min: 3500 / Avg: 4653.64 / Max: 5308 Min: 3500 / Avg: 4629.79 / Max: 5300
ONNX Runtime CPU Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better ONNX Runtime 1.11 CPU Power Consumption Monitor AVX-512 Off AVX-512 On 512 AVX-512 On 50 100 150 200 250 Min: 12.22 / Avg: 219.18 / Max: 229.39 Min: 12.18 / Avg: 229.09 / Max: 256.96 Min: 12.22 / Avg: 232.2 / Max: 259.58
ONNX Runtime CPU Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better ONNX Runtime 1.11 CPU Temperature Monitor AVX-512 Off AVX-512 On 512 AVX-512 On 20 40 60 80 100 Min: 39 / Avg: 83.06 / Max: 88 Min: 39 / Avg: 87.15 / Max: 95 Min: 39 / Avg: 87.18 / Max: 97
ONNX Runtime Model: super-resolution-10 - Device: CPU - Executor: Parallel OpenBenchmarking.org Inferences Per Minute, More Is Better ONNX Runtime 1.11 Model: super-resolution-10 - Device: CPU - Executor: Parallel AVX-512 On AVX-512 On 512 AVX-512 Off 1100 2200 3300 4400 5500 SE +/- 5.95, N = 3 SE +/- 25.62, N = 3 SE +/- 8.93, N = 3 4950 4626 4515 -mno-avx512f 1. (CXX) g++ options: -O3 -march=native -ffunction-sections -fdata-sections -mtune=native -flto=auto -fno-fat-lto-objects -ldl -lrt
ONNX Runtime Model: super-resolution-10 - Device: CPU - Executor: Parallel OpenBenchmarking.org Inferences Per Minute Per Watt, More Is Better ONNX Runtime 1.11 Model: super-resolution-10 - Device: CPU - Executor: Parallel AVX-512 Off AVX-512 On AVX-512 On 512 6 12 18 24 30 26.34 23.55 22.48
ONNX Runtime CPU Peak Freq (Highest CPU Core Frequency) Monitor OpenBenchmarking.org Megahertz, More Is Better ONNX Runtime 1.11 CPU Peak Freq (Highest CPU Core Frequency) Monitor AVX-512 Off AVX-512 On 512 AVX-512 On 900 1800 2700 3600 4500 Min: 4700 / Avg: 4718.23 / Max: 5295 Min: 4700 / Avg: 4715.24 / Max: 5300 Min: 3874 / Avg: 4710.34 / Max: 5302
ONNX Runtime CPU Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better ONNX Runtime 1.11 CPU Power Consumption Monitor AVX-512 Off AVX-512 On 512 AVX-512 On 40 80 120 160 200 Min: 12.12 / Avg: 171.44 / Max: 185.67 Min: 12.41 / Avg: 205.81 / Max: 220.47 Min: 12.22 / Avg: 210.18 / Max: 224.25
ONNX Runtime CPU Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better ONNX Runtime 1.11 CPU Temperature Monitor AVX-512 Off AVX-512 On 512 AVX-512 On 20 40 60 80 100 Min: 40 / Avg: 74.62 / Max: 83 Min: 41 / Avg: 82.41 / Max: 93 Min: 41 / Avg: 83.35 / Max: 93
ONNX Runtime Model: bertsquad-12 - Device: CPU - Executor: Standard OpenBenchmarking.org Inferences Per Minute, More Is Better ONNX Runtime 1.11 Model: bertsquad-12 - Device: CPU - Executor: Standard AVX-512 Off AVX-512 On 512 AVX-512 On 200 400 600 800 1000 SE +/- 8.55, N = 9 SE +/- 5.77, N = 3 SE +/- 2.67, N = 3 1042 1012 1008 -mno-avx512f 1. (CXX) g++ options: -O3 -march=native -ffunction-sections -fdata-sections -mtune=native -flto=auto -fno-fat-lto-objects -ldl -lrt
ONNX Runtime Model: bertsquad-12 - Device: CPU - Executor: Standard OpenBenchmarking.org Inferences Per Minute Per Watt, More Is Better ONNX Runtime 1.11 Model: bertsquad-12 - Device: CPU - Executor: Standard AVX-512 Off AVX-512 On AVX-512 On 512 1.0991 2.1982 3.2973 4.3964 5.4955 4.885 4.542 4.528
ONNX Runtime CPU Peak Freq (Highest CPU Core Frequency) Monitor OpenBenchmarking.org Megahertz, More Is Better ONNX Runtime 1.11 CPU Peak Freq (Highest CPU Core Frequency) Monitor AVX-512 Off AVX-512 On AVX-512 On 512 900 1800 2700 3600 4500 Min: 4700 / Avg: 4717.56 / Max: 5304 Min: 3500 / Avg: 4615.05 / Max: 5300 Min: 3561 / Avg: 4598.1 / Max: 5231
ONNX Runtime CPU Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better ONNX Runtime 1.11 CPU Power Consumption Monitor AVX-512 Off AVX-512 On AVX-512 On 512 50 100 150 200 250 Min: 12.1 / Avg: 213.3 / Max: 224.83 Min: 12.28 / Avg: 221.92 / Max: 249.13 Min: 12.1 / Avg: 223.48 / Max: 250.46
ONNX Runtime CPU Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better ONNX Runtime 1.11 CPU Temperature Monitor AVX-512 Off AVX-512 On AVX-512 On 512 20 40 60 80 100 Min: 40 / Avg: 83.73 / Max: 88 Min: 40 / Avg: 85.81 / Max: 95 Min: 40 / Avg: 87.16 / Max: 95
ONNX Runtime Model: bertsquad-12 - Device: CPU - Executor: Parallel OpenBenchmarking.org Inferences Per Minute, More Is Better ONNX Runtime 1.11 Model: bertsquad-12 - Device: CPU - Executor: Parallel AVX-512 On 512 AVX-512 On AVX-512 Off 110 220 330 440 550 SE +/- 0.60, N = 3 SE +/- 0.44, N = 3 SE +/- 2.46, N = 3 524 519 515 -mno-avx512f 1. (CXX) g++ options: -O3 -march=native -ffunction-sections -fdata-sections -mtune=native -flto=auto -fno-fat-lto-objects -ldl -lrt
ONNX Runtime Model: bertsquad-12 - Device: CPU - Executor: Parallel OpenBenchmarking.org Inferences Per Minute Per Watt, More Is Better ONNX Runtime 1.11 Model: bertsquad-12 - Device: CPU - Executor: Parallel AVX-512 Off AVX-512 On 512 AVX-512 On 0.6912 1.3824 2.0736 2.7648 3.456 3.072 2.626 2.600
ONNX Runtime CPU Peak Freq (Highest CPU Core Frequency) Monitor OpenBenchmarking.org Megahertz, More Is Better ONNX Runtime 1.11 CPU Peak Freq (Highest CPU Core Frequency) Monitor AVX-512 Off AVX-512 On AVX-512 On 512 900 1800 2700 3600 4500 Min: 4700 / Avg: 4732.41 / Max: 5295 Min: 4700 / Avg: 4718.96 / Max: 5300 Min: 4700 / Avg: 4717.76 / Max: 5300
ONNX Runtime CPU Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better ONNX Runtime 1.11 CPU Power Consumption Monitor AVX-512 Off AVX-512 On 512 AVX-512 On 40 80 120 160 200 Min: 12.03 / Avg: 167.62 / Max: 180.22 Min: 12.5 / Avg: 199.53 / Max: 210.58 Min: 12.39 / Avg: 199.65 / Max: 210.74
ONNX Runtime CPU Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better ONNX Runtime 1.11 CPU Temperature Monitor AVX-512 Off AVX-512 On 512 AVX-512 On 20 40 60 80 100 Min: 40 / Avg: 71.61 / Max: 81 Min: 41 / Avg: 79.02 / Max: 90 Min: 41 / Avg: 80.28 / Max: 91
ONNX Runtime Model: GPT-2 - Device: CPU - Executor: Standard OpenBenchmarking.org Inferences Per Minute, More Is Better ONNX Runtime 1.11 Model: GPT-2 - Device: CPU - Executor: Standard AVX-512 On 512 AVX-512 Off AVX-512 On 1500 3000 4500 6000 7500 SE +/- 9.16, N = 3 SE +/- 4.16, N = 3 SE +/- 4.94, N = 3 6962 6954 6954 -mno-avx512f 1. (CXX) g++ options: -O3 -march=native -ffunction-sections -fdata-sections -mtune=native -flto=auto -fno-fat-lto-objects -ldl -lrt
ONNX Runtime Model: GPT-2 - Device: CPU - Executor: Standard OpenBenchmarking.org Inferences Per Minute Per Watt, More Is Better ONNX Runtime 1.11 Model: GPT-2 - Device: CPU - Executor: Standard AVX-512 Off AVX-512 On AVX-512 On 512 10 20 30 40 50 45.41 39.75 39.57
ONNX Runtime CPU Peak Freq (Highest CPU Core Frequency) Monitor OpenBenchmarking.org Megahertz, More Is Better ONNX Runtime 1.11 CPU Peak Freq (Highest CPU Core Frequency) Monitor AVX-512 Off AVX-512 On 512 AVX-512 On 900 1800 2700 3600 4500 Min: 4800 / Avg: 4816.8 / Max: 5300 Min: 4700 / Avg: 4720.24 / Max: 5300 Min: 4700 / Avg: 4718.55 / Max: 5302
ONNX Runtime CPU Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better ONNX Runtime 1.11 CPU Power Consumption Monitor AVX-512 Off AVX-512 On AVX-512 On 512 30 60 90 120 150 Min: 12.04 / Avg: 153.13 / Max: 160.84 Min: 12.13 / Avg: 174.92 / Max: 183.06 Min: 12.2 / Avg: 175.95 / Max: 184.82
ONNX Runtime CPU Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better ONNX Runtime 1.11 CPU Temperature Monitor AVX-512 Off AVX-512 On AVX-512 On 512 14 28 42 56 70 Min: 39 / Avg: 63.86 / Max: 67 Min: 39 / Avg: 68.81 / Max: 71 Min: 40 / Avg: 68.89 / Max: 72
ONNX Runtime Model: GPT-2 - Device: CPU - Executor: Parallel OpenBenchmarking.org Inferences Per Minute, More Is Better ONNX Runtime 1.11 Model: GPT-2 - Device: CPU - Executor: Parallel AVX-512 Off AVX-512 On AVX-512 On 512 1200 2400 3600 4800 6000 SE +/- 1.76, N = 3 SE +/- 7.10, N = 3 SE +/- 3.18, N = 3 5557 5548 5545 -mno-avx512f 1. (CXX) g++ options: -O3 -march=native -ffunction-sections -fdata-sections -mtune=native -flto=auto -fno-fat-lto-objects -ldl -lrt
ONNX Runtime Model: GPT-2 - Device: CPU - Executor: Parallel OpenBenchmarking.org Inferences Per Minute Per Watt, More Is Better ONNX Runtime 1.11 Model: GPT-2 - Device: CPU - Executor: Parallel AVX-512 Off AVX-512 On AVX-512 On 512 8 16 24 32 40 36.65 31.82 31.65
ONNX Runtime CPU Peak Freq (Highest CPU Core Frequency) Monitor OpenBenchmarking.org Megahertz, More Is Better ONNX Runtime 1.11 CPU Peak Freq (Highest CPU Core Frequency) Monitor AVX-512 Off AVX-512 On 512 AVX-512 On 900 1800 2700 3600 4500 Min: 4800 / Avg: 4814.2 / Max: 5300 Min: 4700 / Avg: 4718.69 / Max: 5297 Min: 4700 / Avg: 4718.08 / Max: 5307
ONNX Runtime CPU Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better ONNX Runtime 1.11 CPU Power Consumption Monitor AVX-512 Off AVX-512 On AVX-512 On 512 30 60 90 120 150 Min: 12.21 / Avg: 151.62 / Max: 159.76 Min: 12.13 / Avg: 174.33 / Max: 184.01 Min: 12.21 / Avg: 175.17 / Max: 183.77
ONNX Runtime CPU Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better ONNX Runtime 1.11 CPU Temperature Monitor AVX-512 Off AVX-512 On AVX-512 On 512 14 28 42 56 70 Min: 38 / Avg: 64.71 / Max: 67 Min: 39 / Avg: 70.44 / Max: 74 Min: 40 / Avg: 70.87 / Max: 74
ONNX Runtime Model: ArcFace ResNet-100 - Device: CPU - Executor: Standard OpenBenchmarking.org Inferences Per Minute, More Is Better ONNX Runtime 1.11 Model: ArcFace ResNet-100 - Device: CPU - Executor: Standard AVX-512 On 512 AVX-512 On AVX-512 Off 500 1000 1500 2000 2500 SE +/- 1.92, N = 3 SE +/- 2.02, N = 3 SE +/- 35.14, N = 12 2250 2249 1951 -mno-avx512f 1. (CXX) g++ options: -O3 -march=native -ffunction-sections -fdata-sections -mtune=native -flto=auto -fno-fat-lto-objects -ldl -lrt
ONNX Runtime Model: ArcFace ResNet-100 - Device: CPU - Executor: Standard OpenBenchmarking.org Inferences Per Minute Per Watt, More Is Better ONNX Runtime 1.11 Model: ArcFace ResNet-100 - Device: CPU - Executor: Standard AVX-512 On 512 AVX-512 On AVX-512 Off 3 6 9 12 15 10.464 10.451 9.881
ONNX Runtime CPU Peak Freq (Highest CPU Core Frequency) Monitor OpenBenchmarking.org Megahertz, More Is Better ONNX Runtime 1.11 CPU Peak Freq (Highest CPU Core Frequency) Monitor AVX-512 Off AVX-512 On 512 AVX-512 On 900 1800 2700 3600 4500 Min: 4700 / Avg: 4719.81 / Max: 5300 Min: 3587 / Avg: 4590.75 / Max: 5143 Min: 3500 / Avg: 4585.07 / Max: 5300
ONNX Runtime CPU Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better ONNX Runtime 1.11 CPU Power Consumption Monitor AVX-512 Off AVX-512 On 512 AVX-512 On 40 80 120 160 200 Min: 12.04 / Avg: 197.45 / Max: 208.91 Min: 12.17 / Avg: 215.02 / Max: 242.14 Min: 12.25 / Avg: 215.19 / Max: 242.31
ONNX Runtime CPU Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better ONNX Runtime 1.11 CPU Temperature Monitor AVX-512 Off AVX-512 On AVX-512 On 512 20 40 60 80 100 Min: 38 / Avg: 80.76 / Max: 86 Min: 40 / Avg: 85.67 / Max: 96 Min: 40 / Avg: 86.37 / Max: 96
ONNX Runtime Model: ArcFace ResNet-100 - Device: CPU - Executor: Parallel OpenBenchmarking.org Inferences Per Minute, More Is Better ONNX Runtime 1.11 Model: ArcFace ResNet-100 - Device: CPU - Executor: Parallel AVX-512 On AVX-512 On 512 AVX-512 Off 300 600 900 1200 1500 SE +/- 1.36, N = 3 SE +/- 4.33, N = 3 SE +/- 1.76, N = 3 1388 1368 1278 -mno-avx512f 1. (CXX) g++ options: -O3 -march=native -ffunction-sections -fdata-sections -mtune=native -flto=auto -fno-fat-lto-objects -ldl -lrt
ONNX Runtime Model: ArcFace ResNet-100 - Device: CPU - Executor: Parallel OpenBenchmarking.org Inferences Per Minute Per Watt, More Is Better ONNX Runtime 1.11 Model: ArcFace ResNet-100 - Device: CPU - Executor: Parallel AVX-512 Off AVX-512 On AVX-512 On 512 2 4 6 8 10 7.698 7.013 6.988
ONNX Runtime CPU Peak Freq (Highest CPU Core Frequency) Monitor OpenBenchmarking.org Megahertz, More Is Better ONNX Runtime 1.11 CPU Peak Freq (Highest CPU Core Frequency) Monitor AVX-512 Off AVX-512 On AVX-512 On 512 900 1800 2700 3600 4500 Min: 4700 / Avg: 4737.48 / Max: 5298 Min: 4700 / Avg: 4718.39 / Max: 5300 Min: 3850 / Avg: 4692.98 / Max: 5274
ONNX Runtime CPU Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better ONNX Runtime 1.11 CPU Power Consumption Monitor AVX-512 Off AVX-512 On 512 AVX-512 On 40 80 120 160 200 Min: 12.13 / Avg: 166.02 / Max: 178.1 Min: 12.16 / Avg: 195.75 / Max: 212.83 Min: 12.31 / Avg: 197.92 / Max: 211.73
ONNX Runtime CPU Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better ONNX Runtime 1.11 CPU Temperature Monitor AVX-512 Off AVX-512 On 512 AVX-512 On 20 40 60 80 100 Min: 39 / Avg: 74.86 / Max: 84 Min: 40 / Avg: 83.1 / Max: 97 Min: 41 / Avg: 83.51 / Max: 95
OpenFOAM Input: drivaerFastback, Small Mesh Size - Mesh Time OpenBenchmarking.org Seconds, Fewer Is Better OpenFOAM 10 Input: drivaerFastback, Small Mesh Size - Mesh Time AVX-512 On 512 AVX-512 On AVX-512 Off 11 22 33 44 55 45.33 45.49 46.53 1. (CXX) g++ options: -std=c++14 -m64 -O3 -ftemplate-depth-100 -fPIC -fuse-ld=bfd -Xlinker --add-needed --no-as-needed -lfoamToVTK -ldynamicMesh -llagrangian -lgenericPatchFields -lfileFormats -lOpenFOAM -ldl -lm
OpenFOAM Input: drivaerFastback, Small Mesh Size - Execution Time OpenBenchmarking.org Seconds, Fewer Is Better OpenFOAM 10 Input: drivaerFastback, Small Mesh Size - Execution Time AVX-512 On 512 AVX-512 Off AVX-512 On 120 240 360 480 600 535.11 538.29 538.98 1. (CXX) g++ options: -std=c++14 -m64 -O3 -ftemplate-depth-100 -fPIC -fuse-ld=bfd -Xlinker --add-needed --no-as-needed -lfoamToVTK -ldynamicMesh -llagrangian -lgenericPatchFields -lfileFormats -lOpenFOAM -ldl -lm
OpenFOAM CPU Peak Freq (Highest CPU Core Frequency) Monitor OpenBenchmarking.org Megahertz, More Is Better OpenFOAM 10 CPU Peak Freq (Highest CPU Core Frequency) Monitor AVX-512 On 512 AVX-512 Off AVX-512 On 900 1800 2700 3600 4500 Min: 4700 / Avg: 4808.62 / Max: 5301 Min: 4731 / Avg: 4807.69 / Max: 5300 Min: 4700 / Avg: 4805.98 / Max: 5300
OpenFOAM CPU Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better OpenFOAM 10 CPU Power Consumption Monitor AVX-512 Off AVX-512 On AVX-512 On 512 30 60 90 120 150 Min: 12.27 / Avg: 134.48 / Max: 185.27 Min: 12.47 / Avg: 137.27 / Max: 176.06 Min: 12.28 / Avg: 137.66 / Max: 174.47
OpenFOAM CPU Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better OpenFOAM 10 CPU Temperature Monitor AVX-512 Off AVX-512 On 512 AVX-512 On 14 28 42 56 70 Min: 38 / Avg: 60.32 / Max: 71 Min: 38 / Avg: 61.09 / Max: 71 Min: 38 / Avg: 61.46 / Max: 73
OpenRadioss Model: Bird Strike on Windshield OpenBenchmarking.org Seconds, Fewer Is Better OpenRadioss 2022.10.13 Model: Bird Strike on Windshield AVX-512 On AVX-512 Off AVX-512 On 512 70 140 210 280 350 SE +/- 0.35, N = 3 SE +/- 3.86, N = 4 SE +/- 3.22, N = 5 309.21 311.82 315.86
OpenRadioss CPU Peak Freq (Highest CPU Core Frequency) Monitor OpenBenchmarking.org Megahertz, More Is Better OpenRadioss 2022.10.13 CPU Peak Freq (Highest CPU Core Frequency) Monitor AVX-512 Off AVX-512 On 512 AVX-512 On 900 1800 2700 3600 4500 Min: 4700 / Avg: 4764.39 / Max: 5301 Min: 4700 / Avg: 4752.2 / Max: 5302 Min: 4700 / Avg: 4738.14 / Max: 5300
OpenRadioss CPU Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better OpenRadioss 2022.10.13 CPU Power Consumption Monitor AVX-512 Off AVX-512 On AVX-512 On 512 30 60 90 120 150 Min: 12.24 / Avg: 164.06 / Max: 177.04 Min: 12.55 / Avg: 164.63 / Max: 179.72 Min: 12.45 / Avg: 165.14 / Max: 181.24
OpenRadioss CPU Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better OpenRadioss 2022.10.13 CPU Temperature Monitor AVX-512 Off AVX-512 On 512 AVX-512 On 14 28 42 56 70 Min: 38 / Avg: 70.2 / Max: 74 Min: 40 / Avg: 70.47 / Max: 75 Min: 39 / Avg: 70.71 / Max: 75
OpenRadioss Model: Rubber O-Ring Seal Installation OpenBenchmarking.org Seconds, Fewer Is Better OpenRadioss 2022.10.13 Model: Rubber O-Ring Seal Installation AVX-512 On 512 AVX-512 Off AVX-512 On 50 100 150 200 250 SE +/- 2.53, N = 4 SE +/- 2.54, N = 5 SE +/- 2.27, N = 7 240.62 243.47 250.33
OpenRadioss CPU Peak Freq (Highest CPU Core Frequency) Monitor OpenBenchmarking.org Megahertz, More Is Better OpenRadioss 2022.10.13 CPU Peak Freq (Highest CPU Core Frequency) Monitor AVX-512 Off AVX-512 On 512 AVX-512 On 900 1800 2700 3600 4500 Min: 4700 / Avg: 4789.33 / Max: 5302 Min: 4700 / Avg: 4746.34 / Max: 5300 Min: 4700 / Avg: 4744.78 / Max: 5300
OpenRadioss CPU Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better OpenRadioss 2022.10.13 CPU Power Consumption Monitor AVX-512 Off AVX-512 On AVX-512 On 512 30 60 90 120 150 Min: 12.42 / Avg: 166.23 / Max: 179.39 Min: 12.59 / Avg: 167.03 / Max: 184.87 Min: 12.45 / Avg: 168.45 / Max: 185.36
OpenRadioss CPU Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better OpenRadioss 2022.10.13 CPU Temperature Monitor AVX-512 Off AVX-512 On 512 AVX-512 On 14 28 42 56 70 Min: 38 / Avg: 69.59 / Max: 73 Min: 38 / Avg: 70.17 / Max: 75 Min: 38 / Avg: 70.36 / Max: 75
OpenRadioss Model: Cell Phone Drop Test OpenBenchmarking.org Seconds, Fewer Is Better OpenRadioss 2022.10.13 Model: Cell Phone Drop Test AVX-512 On 512 AVX-512 On AVX-512 Off 30 60 90 120 150 SE +/- 0.31, N = 3 SE +/- 1.35, N = 3 SE +/- 0.52, N = 3 118.89 120.62 128.16
OpenRadioss CPU Peak Freq (Highest CPU Core Frequency) Monitor OpenBenchmarking.org Megahertz, More Is Better OpenRadioss 2022.10.13 CPU Peak Freq (Highest CPU Core Frequency) Monitor AVX-512 On 512 AVX-512 Off AVX-512 On 900 1800 2700 3600 4500 Min: 4700 / Avg: 4779.74 / Max: 5300 Min: 4700 / Avg: 4779.68 / Max: 5309 Min: 4700 / Avg: 4776.23 / Max: 5300
OpenRadioss CPU Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better OpenRadioss 2022.10.13 CPU Power Consumption Monitor AVX-512 Off AVX-512 On AVX-512 On 512 30 60 90 120 150 Min: 12.35 / Avg: 164.91 / Max: 183.91 Min: 12.46 / Avg: 165.44 / Max: 186 Min: 12.38 / Avg: 166.68 / Max: 187.69
OpenRadioss CPU Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better OpenRadioss 2022.10.13 CPU Temperature Monitor AVX-512 Off AVX-512 On 512 AVX-512 On 15 30 45 60 75 Min: 39 / Avg: 69.57 / Max: 75 Min: 39 / Avg: 69.64 / Max: 75 Min: 39 / Avg: 69.91 / Max: 76
OpenRadioss Model: Bumper Beam OpenBenchmarking.org Seconds, Fewer Is Better OpenRadioss 2022.10.13 Model: Bumper Beam AVX-512 Off AVX-512 On 512 AVX-512 On 40 80 120 160 200 SE +/- 1.56, N = 7 SE +/- 1.21, N = 3 SE +/- 2.45, N = 3 174.60 175.69 177.40
OpenRadioss CPU Peak Freq (Highest CPU Core Frequency) Monitor OpenBenchmarking.org Megahertz, More Is Better OpenRadioss 2022.10.13 CPU Peak Freq (Highest CPU Core Frequency) Monitor AVX-512 On AVX-512 Off AVX-512 On 512 900 1800 2700 3600 4500 Min: 4700 / Avg: 4728.36 / Max: 5300 Min: 4700 / Avg: 4725.71 / Max: 5303 Min: 4700 / Avg: 4723.82 / Max: 5299
OpenRadioss CPU Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better OpenRadioss 2022.10.13 CPU Power Consumption Monitor AVX-512 Off AVX-512 On AVX-512 On 512 40 80 120 160 200 Min: 12.52 / Avg: 170 / Max: 193.93 Min: 12.46 / Avg: 170.68 / Max: 195.05 Min: 12.18 / Avg: 171.5 / Max: 195.54
OpenRadioss CPU Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better OpenRadioss 2022.10.13 CPU Temperature Monitor AVX-512 Off AVX-512 On 512 AVX-512 On 15 30 45 60 75 Min: 39 / Avg: 72.15 / Max: 77 Min: 39 / Avg: 72.17 / Max: 77 Min: 39 / Avg: 72.25 / Max: 77
OpenRadioss Model: INIVOL and Fluid Structure Interaction Drop Container OpenBenchmarking.org Seconds, Fewer Is Better OpenRadioss 2022.10.13 Model: INIVOL and Fluid Structure Interaction Drop Container AVX-512 Off AVX-512 On 512 AVX-512 On 160 320 480 640 800 SE +/- 4.20, N = 3 SE +/- 10.28, N = 3 SE +/- 7.20, N = 9 713.35 755.60 759.23
OpenRadioss CPU Peak Freq (Highest CPU Core Frequency) Monitor OpenBenchmarking.org Megahertz, More Is Better OpenRadioss 2022.10.13 CPU Peak Freq (Highest CPU Core Frequency) Monitor AVX-512 Off AVX-512 On AVX-512 On 512 900 1800 2700 3600 4500 Min: 4700 / Avg: 4796.02 / Max: 5300 Min: 4700 / Avg: 4786.9 / Max: 5311 Min: 4700 / Avg: 4786.28 / Max: 5301
OpenRadioss CPU Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better OpenRadioss 2022.10.13 CPU Power Consumption Monitor AVX-512 Off AVX-512 On AVX-512 On 512 30 60 90 120 150 Min: 12.5 / Avg: 163.73 / Max: 168.75 Min: 12.49 / Avg: 165.47 / Max: 171.6 Min: 12.33 / Avg: 166.01 / Max: 172.07
OpenRadioss CPU Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better OpenRadioss 2022.10.13 CPU Temperature Monitor AVX-512 Off AVX-512 On 512 AVX-512 On 15 30 45 60 75 Min: 38 / Avg: 69.5 / Max: 75 Min: 38 / Avg: 69.98 / Max: 76 Min: 39 / Avg: 70.02 / Max: 75
OpenVINO Model: Face Detection FP16 - Device: CPU OpenBenchmarking.org FPS, More Is Better OpenVINO 2022.2.dev Model: Face Detection FP16 - Device: CPU AVX-512 On AVX-512 On 512 AVX-512 Off 0.6683 1.3366 2.0049 2.6732 3.3415 SE +/- 0.01, N = 3 SE +/- 0.00, N = 3 SE +/- 0.01, N = 3 2.97 2.95 2.60 -ldl -ldl -mno-avx512f 1. (CXX) g++ options: -O3 -march=native -fsigned-char -ffunction-sections -fdata-sections -fno-strict-overflow -fwrapv -pie
OpenVINO Model: Face Detection FP16 - Device: CPU OpenBenchmarking.org ms, Fewer Is Better OpenVINO 2022.2.dev Model: Face Detection FP16 - Device: CPU AVX-512 On AVX-512 On 512 AVX-512 Off 300 600 900 1200 1500 SE +/- 3.79, N = 3 SE +/- 1.26, N = 3 SE +/- 4.24, N = 3 1346.99 1352.08 1525.18 -ldl - MIN: 1224.1 / MAX: 1502.9 -ldl - MIN: 1184.99 / MAX: 1541.85 -mno-avx512f - MIN: 825.15 / MAX: 2479.54 1. (CXX) g++ options: -O3 -march=native -fsigned-char -ffunction-sections -fdata-sections -fno-strict-overflow -fwrapv -pie
OpenVINO CPU Peak Freq (Highest CPU Core Frequency) Monitor OpenBenchmarking.org Megahertz, More Is Better OpenVINO 2022.2.dev CPU Peak Freq (Highest CPU Core Frequency) Monitor AVX-512 Off AVX-512 On 512 AVX-512 On 900 1800 2700 3600 4500 Min: 3689 / Avg: 4731.52 / Max: 5300 Min: 3424 / Avg: 4605.82 / Max: 5143 Min: 3429 / Avg: 4599.8 / Max: 5310
OpenVINO CPU Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better OpenVINO 2022.2.dev CPU Power Consumption Monitor AVX-512 Off AVX-512 On 512 AVX-512 On 50 100 150 200 250 Min: 54.89 / Avg: 202.96 / Max: 226.01 Min: 12.17 / Avg: 216.31 / Max: 263.21 Min: 11.88 / Avg: 218.42 / Max: 263.98
OpenVINO CPU Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better OpenVINO 2022.2.dev CPU Temperature Monitor AVX-512 Off AVX-512 On AVX-512 On 512 20 40 60 80 100 Min: 61 / Avg: 84.02 / Max: 93 Min: 35 / Avg: 84.78 / Max: 98 Min: 39 / Avg: 86.41 / Max: 99
OpenVINO Model: Face Detection FP16-INT8 - Device: CPU OpenBenchmarking.org FPS, More Is Better OpenVINO 2022.2.dev Model: Face Detection FP16-INT8 - Device: CPU AVX-512 On AVX-512 On 512 AVX-512 Off 3 6 9 12 15 SE +/- 0.01, N = 3 SE +/- 0.01, N = 3 SE +/- 0.02, N = 3 12.23 12.17 4.88 -ldl -ldl -mno-avx512f 1. (CXX) g++ options: -O3 -march=native -fsigned-char -ffunction-sections -fdata-sections -fno-strict-overflow -fwrapv -pie
OpenVINO Model: Face Detection FP16-INT8 - Device: CPU OpenBenchmarking.org ms, Fewer Is Better OpenVINO 2022.2.dev Model: Face Detection FP16-INT8 - Device: CPU AVX-512 On AVX-512 On 512 AVX-512 Off 200 400 600 800 1000 SE +/- 0.34, N = 3 SE +/- 0.43, N = 3 SE +/- 3.19, N = 3 326.76 328.08 817.17 -ldl - MIN: 183.35 / MAX: 422.57 -ldl - MIN: 193.4 / MAX: 422.42 -mno-avx512f - MIN: 559.45 / MAX: 1507.03 1. (CXX) g++ options: -O3 -march=native -fsigned-char -ffunction-sections -fdata-sections -fno-strict-overflow -fwrapv -pie
OpenVINO CPU Peak Freq (Highest CPU Core Frequency) Monitor OpenBenchmarking.org Megahertz, More Is Better OpenVINO 2022.2.dev CPU Peak Freq (Highest CPU Core Frequency) Monitor AVX-512 Off AVX-512 On 512 AVX-512 On 900 1800 2700 3600 4500 Min: 3600 / Avg: 4630.48 / Max: 5300 Min: 3417 / Avg: 4571.49 / Max: 5308 Min: 3486 / Avg: 4562.25 / Max: 5300
OpenVINO CPU Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better OpenVINO 2022.2.dev CPU Power Consumption Monitor AVX-512 On 512 AVX-512 Off AVX-512 On 50 100 150 200 250 Min: 12.29 / Avg: 198.43 / Max: 264.85 Min: 55.05 / Avg: 200.47 / Max: 228.29 Min: 12.09 / Avg: 210.05 / Max: 263.04
OpenVINO CPU Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better OpenVINO 2022.2.dev CPU Temperature Monitor AVX-512 On 512 AVX-512 Off AVX-512 On 20 40 60 80 100 Min: 40 / Avg: 82.79 / Max: 99 Min: 60 / Avg: 84.66 / Max: 94 Min: 40 / Avg: 85.93 / Max: 98
OpenVINO Model: Age Gender Recognition Retail 0013 FP16 - Device: CPU OpenBenchmarking.org FPS, More Is Better OpenVINO 2022.2.dev Model: Age Gender Recognition Retail 0013 FP16 - Device: CPU AVX-512 On 512 AVX-512 On AVX-512 Off 2K 4K 6K 8K 10K SE +/- 54.72, N = 3 SE +/- 94.72, N = 3 SE +/- 34.03, N = 3 9460.45 9379.27 7956.78 -ldl -ldl -mno-avx512f 1. (CXX) g++ options: -O3 -march=native -fsigned-char -ffunction-sections -fdata-sections -fno-strict-overflow -fwrapv -pie
OpenVINO Model: Age Gender Recognition Retail 0013 FP16 - Device: CPU OpenBenchmarking.org ms, Fewer Is Better OpenVINO 2022.2.dev Model: Age Gender Recognition Retail 0013 FP16 - Device: CPU AVX-512 On 512 AVX-512 On AVX-512 Off 0.225 0.45 0.675 0.9 1.125 SE +/- 0.00, N = 3 SE +/- 0.01, N = 3 SE +/- 0.00, N = 3 0.84 0.85 1.00 -ldl - MIN: 0.48 / MAX: 9.99 -ldl - MIN: 0.45 / MAX: 10.27 -mno-avx512f - MIN: 0.48 / MAX: 89.55 1. (CXX) g++ options: -O3 -march=native -fsigned-char -ffunction-sections -fdata-sections -fno-strict-overflow -fwrapv -pie
OpenVINO CPU Peak Freq (Highest CPU Core Frequency) Monitor OpenBenchmarking.org Megahertz, More Is Better OpenVINO 2022.2.dev CPU Peak Freq (Highest CPU Core Frequency) Monitor AVX-512 Off AVX-512 On AVX-512 On 512 900 1800 2700 3600 4500 Min: 4700 / Avg: 4741.63 / Max: 5304 Min: 3467 / Avg: 4665.94 / Max: 5302 Min: 3400 / Avg: 4621.94 / Max: 5300
OpenVINO CPU Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better OpenVINO 2022.2.dev CPU Power Consumption Monitor AVX-512 Off AVX-512 On AVX-512 On 512 50 100 150 200 250 Min: 54.99 / Avg: 220.55 / Max: 236.23 Min: 12.26 / Avg: 225.84 / Max: 268.92 Min: 12.23 / Avg: 227.4 / Max: 268.33
OpenVINO CPU Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better OpenVINO 2022.2.dev CPU Temperature Monitor AVX-512 Off AVX-512 On 512 AVX-512 On 20 40 60 80 100 Min: 60 / Avg: 83.29 / Max: 89 Min: 38 / Avg: 85.65 / Max: 96 Min: 39 / Avg: 87.24 / Max: 97
OpenVINO Model: Age Gender Recognition Retail 0013 FP16-INT8 - Device: CPU OpenBenchmarking.org FPS, More Is Better OpenVINO 2022.2.dev Model: Age Gender Recognition Retail 0013 FP16-INT8 - Device: CPU AVX-512 On AVX-512 On 512 AVX-512 Off 5K 10K 15K 20K 25K SE +/- 411.52, N = 15 SE +/- 387.31, N = 15 SE +/- 47.04, N = 3 23074.82 22962.10 14973.88 -ldl -ldl -mno-avx512f 1. (CXX) g++ options: -O3 -march=native -fsigned-char -ffunction-sections -fdata-sections -fno-strict-overflow -fwrapv -pie
OpenVINO Model: Age Gender Recognition Retail 0013 FP16-INT8 - Device: CPU OpenBenchmarking.org ms, Fewer Is Better OpenVINO 2022.2.dev Model: Age Gender Recognition Retail 0013 FP16-INT8 - Device: CPU AVX-512 On AVX-512 On 512 AVX-512 Off 0.1193 0.2386 0.3579 0.4772 0.5965 SE +/- 0.01, N = 15 SE +/- 0.01, N = 15 SE +/- 0.00, N = 3 0.34 0.35 0.53 -ldl - MIN: 0.18 / MAX: 82.47 -ldl - MIN: 0.18 / MAX: 11.28 -mno-avx512f - MIN: 0.28 / MAX: 83.77 1. (CXX) g++ options: -O3 -march=native -fsigned-char -ffunction-sections -fdata-sections -fno-strict-overflow -fwrapv -pie
OpenVINO CPU Peak Freq (Highest CPU Core Frequency) Monitor OpenBenchmarking.org Megahertz, More Is Better OpenVINO 2022.2.dev CPU Peak Freq (Highest CPU Core Frequency) Monitor AVX-512 Off AVX-512 On AVX-512 On 512 900 1800 2700 3600 4500 Min: 4700 / Avg: 4738.5 / Max: 5300 Min: 3400 / Avg: 4624.71 / Max: 5302 Min: 3408 / Avg: 4610.19 / Max: 5310
OpenVINO CPU Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better OpenVINO 2022.2.dev CPU Power Consumption Monitor AVX-512 Off AVX-512 On 512 AVX-512 On 50 100 150 200 250 Min: 55.78 / Avg: 221.82 / Max: 236.18 Min: 12.41 / Avg: 231.67 / Max: 274.84 Min: 12.32 / Avg: 232.01 / Max: 274.61
OpenVINO CPU Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better OpenVINO 2022.2.dev CPU Temperature Monitor AVX-512 Off AVX-512 On 512 AVX-512 On 20 40 60 80 100 Min: 61 / Avg: 85.95 / Max: 90 Min: 41 / Avg: 86.73 / Max: 95 Min: 40 / Avg: 87.04 / Max: 95
OpenVINO Model: Person Detection FP16 - Device: CPU OpenBenchmarking.org FPS, More Is Better OpenVINO 2022.2.dev Model: Person Detection FP16 - Device: CPU AVX-512 On 512 AVX-512 On AVX-512 Off 0.4005 0.801 1.2015 1.602 2.0025 SE +/- 0.00, N = 3 SE +/- 0.00, N = 3 SE +/- 0.01, N = 3 1.78 1.78 1.54 -ldl -ldl -mno-avx512f 1. (CXX) g++ options: -O3 -march=native -fsigned-char -ffunction-sections -fdata-sections -fno-strict-overflow -fwrapv -pie
OpenVINO Model: Person Detection FP16 - Device: CPU OpenBenchmarking.org ms, Fewer Is Better OpenVINO 2022.2.dev Model: Person Detection FP16 - Device: CPU AVX-512 On 512 AVX-512 On AVX-512 Off 600 1200 1800 2400 3000 SE +/- 7.01, N = 3 SE +/- 0.33, N = 3 SE +/- 7.35, N = 3 2227.69 2235.54 2563.45 -ldl - MIN: 1807.91 / MAX: 2513.61 -ldl - MIN: 1874.94 / MAX: 2477.63 -mno-avx512f - MIN: 1711.34 / MAX: 3871.27 1. (CXX) g++ options: -O3 -march=native -fsigned-char -ffunction-sections -fdata-sections -fno-strict-overflow -fwrapv -pie
OpenVINO CPU Peak Freq (Highest CPU Core Frequency) Monitor OpenBenchmarking.org Megahertz, More Is Better OpenVINO 2022.2.dev CPU Peak Freq (Highest CPU Core Frequency) Monitor AVX-512 Off AVX-512 On 512 AVX-512 On 900 1800 2700 3600 4500 Min: 4700 / Avg: 4762.25 / Max: 5300 Min: 3439 / Avg: 4662.38 / Max: 5300 Min: 3434 / Avg: 4623.02 / Max: 5300
OpenVINO CPU Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better OpenVINO 2022.2.dev CPU Power Consumption Monitor AVX-512 Off AVX-512 On 512 AVX-512 On 50 100 150 200 250 Min: 55.69 / Avg: 197.83 / Max: 225.46 Min: 12.41 / Avg: 211.56 / Max: 263.47 Min: 12.5 / Avg: 211.57 / Max: 263.35
OpenVINO CPU Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better OpenVINO 2022.2.dev CPU Temperature Monitor AVX-512 Off AVX-512 On AVX-512 On 512 20 40 60 80 100 Min: 61 / Avg: 84.05 / Max: 95 Min: 40 / Avg: 86.76 / Max: 97 Min: 41 / Avg: 87.35 / Max: 100
OpenVINO Model: Person Detection FP32 - Device: CPU OpenBenchmarking.org FPS, More Is Better OpenVINO 2022.2.dev Model: Person Detection FP32 - Device: CPU AVX-512 On 512 AVX-512 On AVX-512 Off 0.3983 0.7966 1.1949 1.5932 1.9915 SE +/- 0.00, N = 3 SE +/- 0.01, N = 3 SE +/- 0.01, N = 3 1.77 1.76 1.54 -ldl -ldl -mno-avx512f 1. (CXX) g++ options: -O3 -march=native -fsigned-char -ffunction-sections -fdata-sections -fno-strict-overflow -fwrapv -pie
OpenVINO Model: Person Detection FP32 - Device: CPU OpenBenchmarking.org ms, Fewer Is Better OpenVINO 2022.2.dev Model: Person Detection FP32 - Device: CPU AVX-512 On 512 AVX-512 On AVX-512 Off 600 1200 1800 2400 3000 SE +/- 8.02, N = 3 SE +/- 9.13, N = 3 SE +/- 9.17, N = 3 2244.25 2250.02 2563.87 -ldl - MIN: 1760.66 / MAX: 2505.49 -ldl - MIN: 1294.64 / MAX: 2438.65 -mno-avx512f - MIN: 1540.87 / MAX: 3813.98 1. (CXX) g++ options: -O3 -march=native -fsigned-char -ffunction-sections -fdata-sections -fno-strict-overflow -fwrapv -pie
OpenVINO CPU Peak Freq (Highest CPU Core Frequency) Monitor OpenBenchmarking.org Megahertz, More Is Better OpenVINO 2022.2.dev CPU Peak Freq (Highest CPU Core Frequency) Monitor AVX-512 Off AVX-512 On 512 AVX-512 On 900 1800 2700 3600 4500 Min: 4700 / Avg: 4766.42 / Max: 5300 Min: 3400 / Avg: 4584.47 / Max: 5300 Min: 3400 / Avg: 4531.88 / Max: 5300
OpenVINO CPU Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better OpenVINO 2022.2.dev CPU Power Consumption Monitor AVX-512 Off AVX-512 On AVX-512 On 512 50 100 150 200 250 Min: 54.81 / Avg: 199.09 / Max: 231.05 Min: 12.17 / Avg: 206.04 / Max: 269.05 Min: 12.33 / Avg: 207.04 / Max: 270.73
OpenVINO CPU Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better OpenVINO 2022.2.dev CPU Temperature Monitor AVX-512 Off AVX-512 On AVX-512 On 512 20 40 60 80 100 Min: 59 / Avg: 84.96 / Max: 95 Min: 40 / Avg: 86.02 / Max: 100 Min: 41 / Avg: 86.88 / Max: 100
OpenVINO Model: Weld Porosity Detection FP16-INT8 - Device: CPU OpenBenchmarking.org FPS, More Is Better OpenVINO 2022.2.dev Model: Weld Porosity Detection FP16-INT8 - Device: CPU AVX-512 On 512 AVX-512 On AVX-512 Off 300 600 900 1200 1500 SE +/- 4.58, N = 3 SE +/- 5.38, N = 3 SE +/- 2.18, N = 3 1242.45 1240.56 533.79 -ldl -ldl -mno-avx512f 1. (CXX) g++ options: -O3 -march=native -fsigned-char -ffunction-sections -fdata-sections -fno-strict-overflow -fwrapv -pie
OpenVINO Model: Weld Porosity Detection FP16-INT8 - Device: CPU OpenBenchmarking.org ms, Fewer Is Better OpenVINO 2022.2.dev Model: Weld Porosity Detection FP16-INT8 - Device: CPU AVX-512 On 512 AVX-512 On AVX-512 Off 4 8 12 16 20 SE +/- 0.02, N = 3 SE +/- 0.03, N = 3 SE +/- 0.06, N = 3 6.42 6.43 14.98 -ldl - MIN: 3.32 / MAX: 13.51 -ldl - MIN: 3.29 / MAX: 13.76 -mno-avx512f - MIN: 8.89 / MAX: 192.81 1. (CXX) g++ options: -O3 -march=native -fsigned-char -ffunction-sections -fdata-sections -fno-strict-overflow -fwrapv -pie
OpenVINO CPU Peak Freq (Highest CPU Core Frequency) Monitor OpenBenchmarking.org Megahertz, More Is Better OpenVINO 2022.2.dev CPU Peak Freq (Highest CPU Core Frequency) Monitor AVX-512 Off AVX-512 On 512 AVX-512 On 900 1800 2700 3600 4500 Min: 3600 / Avg: 4614.52 / Max: 5300 Min: 3500 / Avg: 4603.65 / Max: 5199 Min: 3500 / Avg: 4589.65 / Max: 5300
OpenVINO CPU Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better OpenVINO 2022.2.dev CPU Power Consumption Monitor AVX-512 Off AVX-512 On AVX-512 On 512 50 100 150 200 250 Min: 55.18 / Avg: 209.8 / Max: 238.87 Min: 12.59 / Avg: 216.16 / Max: 260.53 Min: 12.19 / Avg: 217.71 / Max: 260.02
OpenVINO CPU Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better OpenVINO 2022.2.dev CPU Temperature Monitor AVX-512 On AVX-512 On 512 AVX-512 Off 20 40 60 80 100 Min: 41 / Avg: 86.74 / Max: 97 Min: 41 / Avg: 87 / Max: 97 Min: 60 / Avg: 87.45 / Max: 94
OpenVINO Model: Weld Porosity Detection FP16 - Device: CPU OpenBenchmarking.org FPS, More Is Better OpenVINO 2022.2.dev Model: Weld Porosity Detection FP16 - Device: CPU AVX-512 On 512 AVX-512 On AVX-512 Off 70 140 210 280 350 SE +/- 1.00, N = 3 SE +/- 0.40, N = 3 SE +/- 0.05, N = 3 321.51 320.80 252.69 -ldl -ldl -mno-avx512f 1. (CXX) g++ options: -O3 -march=native -fsigned-char -ffunction-sections -fdata-sections -fno-strict-overflow -fwrapv -pie
OpenVINO Model: Weld Porosity Detection FP16 - Device: CPU OpenBenchmarking.org ms, Fewer Is Better OpenVINO 2022.2.dev Model: Weld Porosity Detection FP16 - Device: CPU AVX-512 Off AVX-512 On 512 AVX-512 On 6 12 18 24 30 SE +/- 0.00, N = 3 SE +/- 0.08, N = 3 SE +/- 0.03, N = 3 15.81 24.86 24.92 -mno-avx512f - MIN: 7.14 / MAX: 105.25 -ldl - MIN: 12.43 / MAX: 42.38 -ldl - MIN: 12.72 / MAX: 35.46 1. (CXX) g++ options: -O3 -march=native -fsigned-char -ffunction-sections -fdata-sections -fno-strict-overflow -fwrapv -pie
OpenVINO CPU Peak Freq (Highest CPU Core Frequency) Monitor OpenBenchmarking.org Megahertz, More Is Better OpenVINO 2022.2.dev CPU Peak Freq (Highest CPU Core Frequency) Monitor AVX-512 Off AVX-512 On AVX-512 On 512 900 1800 2700 3600 4500 Min: 4007 / Avg: 4734.73 / Max: 5300 Min: 3500 / Avg: 4571.82 / Max: 5303 Min: 3000 / Avg: 4570.85 / Max: 5186
OpenVINO CPU Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better OpenVINO 2022.2.dev CPU Power Consumption Monitor AVX-512 On AVX-512 Off AVX-512 On 512 50 100 150 200 250 Min: 12.39 / Avg: 215.87 / Max: 266.83 Min: 55.78 / Avg: 216.3 / Max: 232.36 Min: 12.36 / Avg: 217.96 / Max: 268.63
OpenVINO CPU Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better OpenVINO 2022.2.dev CPU Temperature Monitor AVX-512 On AVX-512 Off AVX-512 On 512 20 40 60 80 100 Min: 42 / Avg: 86.73 / Max: 97 Min: 61 / Avg: 86.8 / Max: 92 Min: 40 / Avg: 87.33 / Max: 96
OpenVINO Model: Vehicle Detection FP16-INT8 - Device: CPU OpenBenchmarking.org FPS, More Is Better OpenVINO 2022.2.dev Model: Vehicle Detection FP16-INT8 - Device: CPU AVX-512 On 512 AVX-512 On AVX-512 Off 140 280 420 560 700 SE +/- 1.77, N = 3 SE +/- 3.77, N = 3 SE +/- 1.58, N = 3 630.58 623.17 310.38 -ldl -ldl -mno-avx512f 1. (CXX) g++ options: -O3 -march=native -fsigned-char -ffunction-sections -fdata-sections -fno-strict-overflow -fwrapv -pie
OpenVINO Model: Vehicle Detection FP16-INT8 - Device: CPU OpenBenchmarking.org ms, Fewer Is Better OpenVINO 2022.2.dev Model: Vehicle Detection FP16-INT8 - Device: CPU AVX-512 On 512 AVX-512 On AVX-512 Off 3 6 9 12 15 SE +/- 0.02, N = 3 SE +/- 0.04, N = 3 SE +/- 0.06, N = 3 6.33 6.41 12.88 -ldl - MIN: 4.22 / MAX: 15.17 -ldl - MIN: 3.21 / MAX: 14.83 -mno-avx512f - MIN: 7.49 / MAX: 109.79 1. (CXX) g++ options: -O3 -march=native -fsigned-char -ffunction-sections -fdata-sections -fno-strict-overflow -fwrapv -pie
OpenVINO CPU Peak Freq (Highest CPU Core Frequency) Monitor OpenBenchmarking.org Megahertz, More Is Better OpenVINO 2022.2.dev CPU Peak Freq (Highest CPU Core Frequency) Monitor AVX-512 Off AVX-512 On AVX-512 On 512 900 1800 2700 3600 4500 Min: 3648 / Avg: 4621.73 / Max: 5300 Min: 3451 / Avg: 4568.22 / Max: 5300 Min: 2700 / Avg: 4559.24 / Max: 5300
OpenVINO CPU Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better OpenVINO 2022.2.dev CPU Power Consumption Monitor AVX-512 Off AVX-512 On AVX-512 On 512 50 100 150 200 250 Min: 56.17 / Avg: 203.83 / Max: 229.49 Min: 12.3 / Avg: 212.55 / Max: 269.62 Min: 12.25 / Avg: 215.41 / Max: 266.45
OpenVINO CPU Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better OpenVINO 2022.2.dev CPU Temperature Monitor AVX-512 Off AVX-512 On 512 AVX-512 On 20 40 60 80 100 Min: 63 / Avg: 85.86 / Max: 93 Min: 41 / Avg: 87.07 / Max: 99 Min: 41 / Avg: 87.16 / Max: 98
OpenVINO Model: Vehicle Detection FP16 - Device: CPU OpenBenchmarking.org FPS, More Is Better OpenVINO 2022.2.dev Model: Vehicle Detection FP16 - Device: CPU AVX-512 Off AVX-512 On 512 AVX-512 On 30 60 90 120 150 SE +/- 1.44, N = 3 SE +/- 0.25, N = 3 SE +/- 0.12, N = 3 141.30 109.09 108.61 -mno-avx512f -ldl -ldl 1. (CXX) g++ options: -O3 -march=native -fsigned-char -ffunction-sections -fdata-sections -fno-strict-overflow -fwrapv -pie
OpenVINO Model: Vehicle Detection FP16 - Device: CPU OpenBenchmarking.org ms, Fewer Is Better OpenVINO 2022.2.dev Model: Vehicle Detection FP16 - Device: CPU AVX-512 Off AVX-512 On 512 AVX-512 On 8 16 24 32 40 SE +/- 0.29, N = 3 SE +/- 0.08, N = 3 SE +/- 0.04, N = 3 28.29 36.64 36.80 -mno-avx512f - MIN: 11.7 / MAX: 274.34 -ldl - MIN: 13.62 / MAX: 58.49 -ldl - MIN: 12.79 / MAX: 55.71 1. (CXX) g++ options: -O3 -march=native -fsigned-char -ffunction-sections -fdata-sections -fno-strict-overflow -fwrapv -pie
OpenVINO CPU Peak Freq (Highest CPU Core Frequency) Monitor OpenBenchmarking.org Megahertz, More Is Better OpenVINO 2022.2.dev CPU Peak Freq (Highest CPU Core Frequency) Monitor AVX-512 Off AVX-512 On AVX-512 On 512 1000 2000 3000 4000 5000 Min: 4700 / Avg: 4746.45 / Max: 5621 Min: 4700 / Avg: 4730.05 / Max: 5300 Min: 4700 / Avg: 4729.11 / Max: 5314
OpenVINO CPU Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better OpenVINO 2022.2.dev CPU Power Consumption Monitor AVX-512 Off AVX-512 On 512 AVX-512 On 40 80 120 160 200 Min: 55.1 / Avg: 178.79 / Max: 191.55 Min: 12.15 / Avg: 198.06 / Max: 213.93 Min: 12.26 / Avg: 198.22 / Max: 214.69
OpenVINO CPU Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better OpenVINO 2022.2.dev CPU Temperature Monitor AVX-512 Off AVX-512 On 512 AVX-512 On 16 32 48 64 80 Min: 60 / Avg: 73.94 / Max: 80 Min: 40 / Avg: 76.21 / Max: 84 Min: 41 / Avg: 76.53 / Max: 85
OpenVINO Model: Person Vehicle Bike Detection FP16 - Device: CPU OpenBenchmarking.org FPS, More Is Better OpenVINO 2022.2.dev Model: Person Vehicle Bike Detection FP16 - Device: CPU AVX-512 Off AVX-512 On AVX-512 On 512 70 140 210 280 350 SE +/- 3.32, N = 6 SE +/- 2.42, N = 3 SE +/- 2.59, N = 7 325.95 286.43 285.75 -mno-avx512f -ldl -ldl 1. (CXX) g++ options: -O3 -march=native -fsigned-char -ffunction-sections -fdata-sections -fno-strict-overflow -fwrapv -pie
OpenVINO Model: Person Vehicle Bike Detection FP16 - Device: CPU OpenBenchmarking.org ms, Fewer Is Better OpenVINO 2022.2.dev Model: Person Vehicle Bike Detection FP16 - Device: CPU AVX-512 Off AVX-512 On AVX-512 On 512 4 8 12 16 20 SE +/- 0.12, N = 6 SE +/- 0.12, N = 3 SE +/- 0.12, N = 7 12.26 13.95 13.99 -mno-avx512f - MIN: 6.09 / MAX: 23.07 -ldl - MIN: 6.25 / MAX: 52.24 -ldl - MIN: 6.28 / MAX: 24.01 1. (CXX) g++ options: -O3 -march=native -fsigned-char -ffunction-sections -fdata-sections -fno-strict-overflow -fwrapv -pie
OpenVINO CPU Peak Freq (Highest CPU Core Frequency) Monitor OpenBenchmarking.org Megahertz, More Is Better OpenVINO 2022.2.dev CPU Peak Freq (Highest CPU Core Frequency) Monitor AVX-512 Off AVX-512 On AVX-512 On 512 900 1800 2700 3600 4500 Min: 4700 / Avg: 4735.41 / Max: 5311 Min: 4700 / Avg: 4733.54 / Max: 5300 Min: 4700 / Avg: 4730.67 / Max: 5300
OpenVINO CPU Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better OpenVINO 2022.2.dev CPU Power Consumption Monitor AVX-512 Off AVX-512 On AVX-512 On 512 40 80 120 160 200 Min: 12.72 / Avg: 193.11 / Max: 217.17 Min: 12.31 / Avg: 213.54 / Max: 244.32 Min: 12.28 / Avg: 214.43 / Max: 245.42
OpenVINO CPU Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better OpenVINO 2022.2.dev CPU Temperature Monitor AVX-512 Off AVX-512 On AVX-512 On 512 20 40 60 80 100 Min: 44 / Avg: 76.67 / Max: 83 Min: 40 / Avg: 80.87 / Max: 89 Min: 40 / Avg: 81.03 / Max: 89
OpenVINO Model: Machine Translation EN To DE FP16 - Device: CPU OpenBenchmarking.org FPS, More Is Better OpenVINO 2022.2.dev Model: Machine Translation EN To DE FP16 - Device: CPU AVX-512 On AVX-512 On 512 AVX-512 Off 8 16 24 32 40 SE +/- 0.27, N = 3 SE +/- 0.18, N = 3 SE +/- 0.04, N = 3 35.62 35.55 31.70 -ldl -ldl -mno-avx512f 1. (CXX) g++ options: -O3 -march=native -fsigned-char -ffunction-sections -fdata-sections -fno-strict-overflow -fwrapv -pie
OpenVINO Model: Machine Translation EN To DE FP16 - Device: CPU OpenBenchmarking.org ms, Fewer Is Better OpenVINO 2022.2.dev Model: Machine Translation EN To DE FP16 - Device: CPU AVX-512 On AVX-512 On 512 AVX-512 Off 30 60 90 120 150 SE +/- 0.88, N = 3 SE +/- 0.59, N = 3 SE +/- 0.14, N = 3 112.27 112.48 126.09 -ldl - MIN: 60.98 / MAX: 140.63 -ldl - MIN: 53.91 / MAX: 140.82 -mno-avx512f - MIN: 58.5 / MAX: 136.1 1. (CXX) g++ options: -O3 -march=native -fsigned-char -ffunction-sections -fdata-sections -fno-strict-overflow -fwrapv -pie
OpenVINO CPU Peak Freq (Highest CPU Core Frequency) Monitor OpenBenchmarking.org Megahertz, More Is Better OpenVINO 2022.2.dev CPU Peak Freq (Highest CPU Core Frequency) Monitor AVX-512 Off AVX-512 On 512 AVX-512 On 900 1800 2700 3600 4500 Min: 4700 / Avg: 4731.38 / Max: 5300 Min: 3403 / Avg: 4632.52 / Max: 5130 Min: 3422 / Avg: 4604.88 / Max: 5300
OpenVINO CPU Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better OpenVINO 2022.2.dev CPU Power Consumption Monitor AVX-512 Off AVX-512 On 512 AVX-512 On 50 100 150 200 250 Min: 12.2 / Avg: 207.39 / Max: 228.54 Min: 12.26 / Avg: 219.2 / Max: 255.83 Min: 12.32 / Avg: 220.48 / Max: 255.95
OpenVINO CPU Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better OpenVINO 2022.2.dev CPU Temperature Monitor AVX-512 Off AVX-512 On AVX-512 On 512 20 40 60 80 100 Min: 40 / Avg: 80.98 / Max: 89 Min: 40 / Avg: 84.75 / Max: 97 Min: 40 / Avg: 85.67 / Max: 95
OpenVKL Benchmark: vklBenchmark ISPC OpenBenchmarking.org Items / Sec, More Is Better OpenVKL 1.0 Benchmark: vklBenchmark ISPC AVX-512 On AVX-512 On 512 AVX-512 Off 30 60 90 120 150 SE +/- 0.33, N = 3 SE +/- 0.67, N = 3 SE +/- 0.00, N = 3 113 112 87 MIN: 10 / MAX: 1116 MIN: 9 / MAX: 1115 MIN: 7 / MAX: 901
OpenVKL Benchmark: vklBenchmark ISPC OpenBenchmarking.org Items / Sec Per Watt, More Is Better OpenVKL 1.0 Benchmark: vklBenchmark ISPC AVX-512 On AVX-512 On 512 AVX-512 Off 0.1314 0.2628 0.3942 0.5256 0.657 0.584 0.578 0.525
OpenVKL CPU Peak Freq (Highest CPU Core Frequency) Monitor OpenBenchmarking.org Megahertz, More Is Better OpenVKL 1.0 CPU Peak Freq (Highest CPU Core Frequency) Monitor AVX-512 Off AVX-512 On 512 AVX-512 On 900 1800 2700 3600 4500 Min: 4700 / Avg: 4841.21 / Max: 5326 Min: 3472 / Avg: 4818.52 / Max: 5304 Min: 3451 / Avg: 4805.24 / Max: 5300
OpenVKL CPU Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better OpenVKL 1.0 CPU Power Consumption Monitor AVX-512 Off AVX-512 On AVX-512 On 512 50 100 150 200 250 Min: 12.4 / Avg: 165.67 / Max: 222.7 Min: 12.58 / Avg: 193.56 / Max: 269.81 Min: 12.63 / Avg: 193.7 / Max: 270.03
OpenVKL CPU Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better OpenVKL 1.0 CPU Temperature Monitor AVX-512 Off AVX-512 On 512 AVX-512 On 20 40 60 80 100 Min: 40 / Avg: 72.95 / Max: 82 Min: 41 / Avg: 79.44 / Max: 92 Min: 41 / Avg: 79.75 / Max: 95
OSPRay Benchmark: gravity_spheres_volume/dim_512/ao/real_time OpenBenchmarking.org Items Per Second, More Is Better OSPRay 2.10 Benchmark: gravity_spheres_volume/dim_512/ao/real_time AVX-512 On 512 AVX-512 On AVX-512 Off 1.0055 2.011 3.0165 4.022 5.0275 SE +/- 0.01309, N = 3 SE +/- 0.02867, N = 3 SE +/- 0.01595, N = 3 4.46906 4.42072 2.82821
OSPRay Benchmark: gravity_spheres_volume/dim_512/ao/real_time OpenBenchmarking.org Items Per Second Per Watt, More Is Better OSPRay 2.10 Benchmark: gravity_spheres_volume/dim_512/ao/real_time AVX-512 On 512 AVX-512 On AVX-512 Off 0.0043 0.0086 0.0129 0.0172 0.0215 0.019 0.019 0.014
OSPRay CPU Peak Freq (Highest CPU Core Frequency) Monitor OpenBenchmarking.org Megahertz, More Is Better OSPRay 2.10 CPU Peak Freq (Highest CPU Core Frequency) Monitor AVX-512 Off AVX-512 On 512 AVX-512 On 900 1800 2700 3600 4500 Min: 4700 / Avg: 4729.36 / Max: 5300 Min: 3422 / Avg: 4664.09 / Max: 5300 Min: 3419 / Avg: 4650.07 / Max: 5300
OSPRay CPU Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better OSPRay 2.10 CPU Power Consumption Monitor AVX-512 Off AVX-512 On AVX-512 On 512 50 100 150 200 250 Min: 12.22 / Avg: 198.05 / Max: 219.36 Min: 12.22 / Avg: 235.26 / Max: 262.25 Min: 12.34 / Avg: 237.72 / Max: 263.57
OSPRay CPU Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better OSPRay 2.10 CPU Temperature Monitor AVX-512 Off AVX-512 On AVX-512 On 512 20 40 60 80 100 Min: 33 / Avg: 77.15 / Max: 82 Min: 32 / Avg: 84.89 / Max: 94 Min: 32 / Avg: 85.49 / Max: 94
OSPRay Benchmark: gravity_spheres_volume/dim_512/scivis/real_time OpenBenchmarking.org Items Per Second, More Is Better OSPRay 2.10 Benchmark: gravity_spheres_volume/dim_512/scivis/real_time AVX-512 On AVX-512 On 512 AVX-512 Off 0.9833 1.9666 2.9499 3.9332 4.9165 SE +/- 0.01025, N = 3 SE +/- 0.02096, N = 3 SE +/- 0.00481, N = 3 4.37042 4.36772 2.72378
OSPRay Benchmark: gravity_spheres_volume/dim_512/scivis/real_time OpenBenchmarking.org Items Per Second Per Watt, More Is Better OSPRay 2.10 Benchmark: gravity_spheres_volume/dim_512/scivis/real_time AVX-512 On 512 AVX-512 On AVX-512 Off 0.0043 0.0086 0.0129 0.0172 0.0215 0.019 0.018 0.014
OSPRay CPU Peak Freq (Highest CPU Core Frequency) Monitor OpenBenchmarking.org Megahertz, More Is Better OSPRay 2.10 CPU Peak Freq (Highest CPU Core Frequency) Monitor AVX-512 Off AVX-512 On AVX-512 On 512 900 1800 2700 3600 4500 Min: 4700 / Avg: 4727.24 / Max: 5300 Min: 3500 / Avg: 4674.77 / Max: 5300 Min: 3461 / Avg: 4640.61 / Max: 5300
OSPRay CPU Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better OSPRay 2.10 CPU Power Consumption Monitor AVX-512 Off AVX-512 On 512 AVX-512 On 50 100 150 200 250 Min: 12.35 / Avg: 198.29 / Max: 211.32 Min: 12.57 / Avg: 234.34 / Max: 264.33 Min: 12.49 / Avg: 236.7 / Max: 264.63
OSPRay CPU Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better OSPRay 2.10 CPU Temperature Monitor AVX-512 Off AVX-512 On 512 AVX-512 On 20 40 60 80 100 Min: 39 / Avg: 77.75 / Max: 82 Min: 41 / Avg: 85.73 / Max: 94 Min: 41 / Avg: 86.81 / Max: 93
OSPRay Benchmark: gravity_spheres_volume/dim_512/pathtracer/real_time OpenBenchmarking.org Items Per Second, More Is Better OSPRay 2.10 Benchmark: gravity_spheres_volume/dim_512/pathtracer/real_time AVX-512 On AVX-512 On 512 AVX-512 Off 1.207 2.414 3.621 4.828 6.035 SE +/- 0.01274, N = 3 SE +/- 0.02156, N = 3 SE +/- 0.01158, N = 3 5.36461 5.35301 4.05745
OSPRay Benchmark: gravity_spheres_volume/dim_512/pathtracer/real_time OpenBenchmarking.org Items Per Second Per Watt, More Is Better OSPRay 2.10 Benchmark: gravity_spheres_volume/dim_512/pathtracer/real_time AVX-512 On 512 AVX-512 On AVX-512 Off 0.0052 0.0104 0.0156 0.0208 0.026 0.023 0.023 0.019
OSPRay CPU Peak Freq (Highest CPU Core Frequency) Monitor OpenBenchmarking.org Megahertz, More Is Better OSPRay 2.10 CPU Peak Freq (Highest CPU Core Frequency) Monitor AVX-512 Off AVX-512 On 512 AVX-512 On 900 1800 2700 3600 4500 Min: 4700 / Avg: 4729.58 / Max: 5300 Min: 4521 / Avg: 4617.05 / Max: 5300 Min: 3400 / Avg: 4599.64 / Max: 5301
OSPRay CPU Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better OSPRay 2.10 CPU Power Consumption Monitor AVX-512 Off AVX-512 On AVX-512 On 512 50 100 150 200 250 Min: 12.55 / Avg: 216.29 / Max: 232.17 Min: 12.57 / Avg: 236.09 / Max: 283.94 Min: 12.54 / Avg: 237.53 / Max: 280.23
OSPRay CPU Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better OSPRay 2.10 CPU Temperature Monitor AVX-512 Off AVX-512 On AVX-512 On 512 20 40 60 80 100 Min: 40 / Avg: 82.51 / Max: 87 Min: 41 / Avg: 87.66 / Max: 96 Min: 42 / Avg: 87.79 / Max: 94
OSPRay Benchmark: particle_volume/ao/real_time OpenBenchmarking.org Items Per Second, More Is Better OSPRay 2.10 Benchmark: particle_volume/ao/real_time AVX-512 Off AVX-512 On AVX-512 On 512 2 4 6 8 10 SE +/- 0.00177, N = 3 SE +/- 0.01187, N = 3 SE +/- 0.03653, N = 3 6.02446 4.95822 4.95280
OSPRay Benchmark: particle_volume/ao/real_time OpenBenchmarking.org Items Per Second Per Watt, More Is Better OSPRay 2.10 Benchmark: particle_volume/ao/real_time AVX-512 Off AVX-512 On 512 AVX-512 On 0.0068 0.0136 0.0204 0.0272 0.034 0.030 0.021 0.021
OSPRay CPU Peak Freq (Highest CPU Core Frequency) Monitor OpenBenchmarking.org Megahertz, More Is Better OSPRay 2.10 CPU Peak Freq (Highest CPU Core Frequency) Monitor AVX-512 Off AVX-512 On AVX-512 On 512 900 1800 2700 3600 4500 Min: 4700 / Avg: 4711.34 / Max: 5300 Min: 4656 / Avg: 4708 / Max: 5311 Min: 4652 / Avg: 4706.83 / Max: 5300
OSPRay CPU Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better OSPRay 2.10 CPU Power Consumption Monitor AVX-512 Off AVX-512 On AVX-512 On 512 40 80 120 160 200 Min: 12.62 / Avg: 203.23 / Max: 210.28 Min: 12.57 / Avg: 231.69 / Max: 239.43 Min: 12.62 / Avg: 232.11 / Max: 240.01
OSPRay CPU Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better OSPRay 2.10 CPU Temperature Monitor AVX-512 Off AVX-512 On AVX-512 On 512 20 40 60 80 100 Min: 41 / Avg: 79.36 / Max: 82 Min: 41 / Avg: 88.39 / Max: 92 Min: 42 / Avg: 88.47 / Max: 92
OSPRay Benchmark: particle_volume/scivis/real_time OpenBenchmarking.org Items Per Second, More Is Better OSPRay 2.10 Benchmark: particle_volume/scivis/real_time AVX-512 Off AVX-512 On AVX-512 On 512 1.3312 2.6624 3.9936 5.3248 6.656 SE +/- 0.02016, N = 3 SE +/- 0.04966, N = 3 SE +/- 0.01748, N = 3 5.91636 4.98037 4.95148
OSPRay Benchmark: particle_volume/scivis/real_time OpenBenchmarking.org Items Per Second Per Watt, More Is Better OSPRay 2.10 Benchmark: particle_volume/scivis/real_time AVX-512 Off AVX-512 On 512 AVX-512 On 0.0072 0.0144 0.0216 0.0288 0.036 0.032 0.025 0.025
OSPRay CPU Peak Freq (Highest CPU Core Frequency) Monitor OpenBenchmarking.org Megahertz, More Is Better OSPRay 2.10 CPU Peak Freq (Highest CPU Core Frequency) Monitor AVX-512 On AVX-512 On 512 AVX-512 Off 900 1800 2700 3600 4500 Min: 4700 / Avg: 4769.71 / Max: 5300 Min: 4700 / Avg: 4769.33 / Max: 5198 Min: 4700 / Avg: 4763.75 / Max: 5305
OSPRay CPU Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better OSPRay 2.10 CPU Power Consumption Monitor AVX-512 Off AVX-512 On AVX-512 On 512 40 80 120 160 200 Min: 12.9 / Avg: 184.06 / Max: 210.42 Min: 12.49 / Avg: 198.08 / Max: 238.61 Min: 12.55 / Avg: 198.87 / Max: 240.3
OSPRay CPU Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better OSPRay 2.10 CPU Temperature Monitor AVX-512 Off AVX-512 On 512 AVX-512 On 20 40 60 80 100 Min: 40 / Avg: 76.45 / Max: 82 Min: 41 / Avg: 81.84 / Max: 91 Min: 41 / Avg: 82.31 / Max: 91
OSPRay Benchmark: particle_volume/pathtracer/real_time OpenBenchmarking.org Items Per Second, More Is Better OSPRay 2.10 Benchmark: particle_volume/pathtracer/real_time AVX-512 On 512 AVX-512 On AVX-512 Off 40 80 120 160 200 SE +/- 0.56, N = 3 SE +/- 0.21, N = 3 SE +/- 0.37, N = 3 173.74 173.13 164.96
OSPRay Benchmark: particle_volume/pathtracer/real_time OpenBenchmarking.org Items Per Second Per Watt, More Is Better OSPRay 2.10 Benchmark: particle_volume/pathtracer/real_time AVX-512 On 512 AVX-512 On AVX-512 Off 0.1888 0.3776 0.5664 0.7552 0.944 0.839 0.837 0.794
OSPRay CPU Peak Freq (Highest CPU Core Frequency) Monitor OpenBenchmarking.org Megahertz, More Is Better OSPRay 2.10 CPU Peak Freq (Highest CPU Core Frequency) Monitor AVX-512 Off AVX-512 On 512 AVX-512 On 900 1800 2700 3600 4500 Min: 4700 / Avg: 4762.5 / Max: 5263 Min: 4500 / Avg: 4677.43 / Max: 5310 Min: 3500 / Avg: 4675.68 / Max: 5300
OSPRay CPU Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better OSPRay 2.10 CPU Power Consumption Monitor AVX-512 On AVX-512 On 512 AVX-512 Off 50 100 150 200 250 Min: 12.35 / Avg: 206.8 / Max: 279.53 Min: 12.5 / Avg: 207.18 / Max: 278.74 Min: 12.34 / Avg: 207.64 / Max: 238.67
OSPRay CPU Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better OSPRay 2.10 CPU Temperature Monitor AVX-512 Off AVX-512 On AVX-512 On 512 20 40 60 80 100 Min: 39 / Avg: 81.5 / Max: 88 Min: 40 / Avg: 82.87 / Max: 95 Min: 40 / Avg: 82.89 / Max: 92
OSPRay Studio Camera: 1 - Resolution: 1080p - Samples Per Pixel: 1 - Renderer: Path Tracer OpenBenchmarking.org ms, Fewer Is Better OSPRay Studio 0.11 Camera: 1 - Resolution: 1080p - Samples Per Pixel: 1 - Renderer: Path Tracer AVX-512 On 512 AVX-512 On AVX-512 Off 500 1000 1500 2000 2500 SE +/- 3.51, N = 3 SE +/- 18.66, N = 3 SE +/- 1.45, N = 3 1951 1958 2134 -mno-avx512f 1. (CXX) g++ options: -O3 -march=native -ldl
OSPRay Studio CPU Peak Freq (Highest CPU Core Frequency) Monitor OpenBenchmarking.org Megahertz, More Is Better OSPRay Studio 0.11 CPU Peak Freq (Highest CPU Core Frequency) Monitor AVX-512 Off AVX-512 On AVX-512 On 512 900 1800 2700 3600 4500 Min: 4700 / Avg: 4759.8 / Max: 5300 Min: 3500 / Avg: 4719.74 / Max: 5310 Min: 4572 / Avg: 4702.26 / Max: 5300
OSPRay Studio CPU Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better OSPRay Studio 0.11 CPU Power Consumption Monitor AVX-512 Off AVX-512 On 512 AVX-512 On 50 100 150 200 250 Min: 12.2 / Avg: 196.81 / Max: 219.8 Min: 12.45 / Avg: 224.9 / Max: 263.86 Min: 12.47 / Avg: 227.36 / Max: 267.89
OSPRay Studio CPU Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better OSPRay Studio 0.11 CPU Temperature Monitor AVX-512 Off AVX-512 On AVX-512 On 512 20 40 60 80 100 Min: 38 / Avg: 78.1 / Max: 84 Min: 38 / Avg: 85.39 / Max: 96 Min: 38 / Avg: 86.37 / Max: 93
OSPRay Studio Camera: 1 - Resolution: 1080p - Samples Per Pixel: 16 - Renderer: Path Tracer OpenBenchmarking.org ms, Fewer Is Better OSPRay Studio 0.11 Camera: 1 - Resolution: 1080p - Samples Per Pixel: 16 - Renderer: Path Tracer AVX-512 On AVX-512 On 512 AVX-512 Off 7K 14K 21K 28K 35K SE +/- 32.95, N = 3 SE +/- 206.81, N = 3 SE +/- 5.46, N = 3 31054 31180 34112 -mno-avx512f 1. (CXX) g++ options: -O3 -march=native -ldl
OSPRay Studio CPU Peak Freq (Highest CPU Core Frequency) Monitor OpenBenchmarking.org Megahertz, More Is Better OSPRay Studio 0.11 CPU Peak Freq (Highest CPU Core Frequency) Monitor AVX-512 Off AVX-512 On AVX-512 On 512 900 1800 2700 3600 4500 Min: 4700 / Avg: 4759.97 / Max: 5300 Min: 4567 / Avg: 4716.26 / Max: 5300 Min: 3453 / Avg: 4694.88 / Max: 5301
OSPRay Studio CPU Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better OSPRay Studio 0.11 CPU Power Consumption Monitor AVX-512 Off AVX-512 On 512 AVX-512 On 50 100 150 200 250 Min: 12.27 / Avg: 197.1 / Max: 221.49 Min: 12.59 / Avg: 223.34 / Max: 269.08 Min: 12.54 / Avg: 224.93 / Max: 265.94
OSPRay Studio CPU Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better OSPRay Studio 0.11 CPU Temperature Monitor AVX-512 Off AVX-512 On 512 AVX-512 On 20 40 60 80 100 Min: 40 / Avg: 78.59 / Max: 84 Min: 41 / Avg: 86.12 / Max: 95 Min: 41 / Avg: 86.33 / Max: 94
OSPRay Studio Camera: 1 - Resolution: 1080p - Samples Per Pixel: 32 - Renderer: Path Tracer OpenBenchmarking.org ms, Fewer Is Better OSPRay Studio 0.11 Camera: 1 - Resolution: 1080p - Samples Per Pixel: 32 - Renderer: Path Tracer AVX-512 On 512 AVX-512 On AVX-512 Off 15K 30K 45K 60K 75K SE +/- 140.32, N = 3 SE +/- 55.47, N = 3 SE +/- 50.78, N = 3 65447 65723 72145 -mno-avx512f 1. (CXX) g++ options: -O3 -march=native -ldl
OSPRay Studio CPU Peak Freq (Highest CPU Core Frequency) Monitor OpenBenchmarking.org Megahertz, More Is Better OSPRay Studio 0.11 CPU Peak Freq (Highest CPU Core Frequency) Monitor AVX-512 Off AVX-512 On 512 AVX-512 On 900 1800 2700 3600 4500 Min: 4700 / Avg: 4791.69 / Max: 5308 Min: 4600 / Avg: 4754.09 / Max: 5300 Min: 3426 / Avg: 4746.5 / Max: 5300
OSPRay Studio CPU Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better OSPRay Studio 0.11 CPU Power Consumption Monitor AVX-512 Off AVX-512 On AVX-512 On 512 50 100 150 200 250 Min: 12.43 / Avg: 187.52 / Max: 220.7 Min: 12.67 / Avg: 212.47 / Max: 268.13 Min: 12.52 / Avg: 215.79 / Max: 268.64
OSPRay Studio CPU Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better OSPRay Studio 0.11 CPU Temperature Monitor AVX-512 Off AVX-512 On 512 AVX-512 On 20 40 60 80 100 Min: 40 / Avg: 76.62 / Max: 83 Min: 41 / Avg: 84.26 / Max: 91 Min: 42 / Avg: 84.38 / Max: 94
OSPRay Studio Camera: 1 - Resolution: 4K - Samples Per Pixel: 1 - Renderer: Path Tracer OpenBenchmarking.org ms, Fewer Is Better OSPRay Studio 0.11 Camera: 1 - Resolution: 4K - Samples Per Pixel: 1 - Renderer: Path Tracer AVX-512 On 512 AVX-512 On AVX-512 Off 2K 4K 6K 8K 10K SE +/- 11.53, N = 3 SE +/- 26.87, N = 3 SE +/- 2.40, N = 3 7734 7743 8450 -mno-avx512f 1. (CXX) g++ options: -O3 -march=native -ldl
OSPRay Studio CPU Peak Freq (Highest CPU Core Frequency) Monitor OpenBenchmarking.org Megahertz, More Is Better OSPRay Studio 0.11 CPU Peak Freq (Highest CPU Core Frequency) Monitor AVX-512 Off AVX-512 On 512 AVX-512 On 900 1800 2700 3600 4500 Min: 4700 / Avg: 4745.23 / Max: 5313 Min: 4570 / Avg: 4680.41 / Max: 5300 Min: 3461 / Avg: 4676.99 / Max: 5300
OSPRay Studio CPU Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better OSPRay Studio 0.11 CPU Power Consumption Monitor AVX-512 Off AVX-512 On 512 AVX-512 On 50 100 150 200 250 Min: 12.21 / Avg: 203.21 / Max: 220.23 Min: 12.57 / Avg: 231.83 / Max: 266.17 Min: 12.49 / Avg: 232 / Max: 270.49
OSPRay Studio CPU Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better OSPRay Studio 0.11 CPU Temperature Monitor AVX-512 Off AVX-512 On AVX-512 On 512 20 40 60 80 100 Min: 41 / Avg: 79.36 / Max: 84 Min: 40 / Avg: 87.2 / Max: 96 Min: 41 / Avg: 87.44 / Max: 93
OSPRay Studio Camera: 1 - Resolution: 4K - Samples Per Pixel: 16 - Renderer: Path Tracer OpenBenchmarking.org ms, Fewer Is Better OSPRay Studio 0.11 Camera: 1 - Resolution: 4K - Samples Per Pixel: 16 - Renderer: Path Tracer AVX-512 On AVX-512 On 512 AVX-512 Off 30K 60K 90K 120K 150K SE +/- 834.11, N = 3 SE +/- 430.68, N = 3 SE +/- 39.26, N = 3 127267 127540 139519 -mno-avx512f 1. (CXX) g++ options: -O3 -march=native -ldl
OSPRay Studio CPU Peak Freq (Highest CPU Core Frequency) Monitor OpenBenchmarking.org Megahertz, More Is Better OSPRay Studio 0.11 CPU Peak Freq (Highest CPU Core Frequency) Monitor AVX-512 Off AVX-512 On AVX-512 On 512 900 1800 2700 3600 4500 Min: 4700 / Avg: 4747.54 / Max: 5300 Min: 3477 / Avg: 4691.4 / Max: 5300 Min: 3446 / Avg: 4670.53 / Max: 5310
OSPRay Studio CPU Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better OSPRay Studio 0.11 CPU Power Consumption Monitor AVX-512 Off AVX-512 On 512 AVX-512 On 50 100 150 200 250 Min: 12.44 / Avg: 201.82 / Max: 223.16 Min: 12.72 / Avg: 226.55 / Max: 269.83 Min: 12.63 / Avg: 229.98 / Max: 273.69
OSPRay Studio CPU Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better OSPRay Studio 0.11 CPU Temperature Monitor AVX-512 Off AVX-512 On AVX-512 On 512 20 40 60 80 100 Min: 40 / Avg: 79.03 / Max: 84 Min: 41 / Avg: 86.52 / Max: 93 Min: 42 / Avg: 87.16 / Max: 95
OSPRay Studio Camera: 1 - Resolution: 4K - Samples Per Pixel: 32 - Renderer: Path Tracer OpenBenchmarking.org ms, Fewer Is Better OSPRay Studio 0.11 Camera: 1 - Resolution: 4K - Samples Per Pixel: 32 - Renderer: Path Tracer AVX-512 On 512 AVX-512 On AVX-512 Off 60K 120K 180K 240K 300K SE +/- 784.12, N = 3 SE +/- 259.35, N = 3 SE +/- 100.66, N = 3 250698 251261 275693 -mno-avx512f 1. (CXX) g++ options: -O3 -march=native -ldl
OSPRay Studio CPU Peak Freq (Highest CPU Core Frequency) Monitor OpenBenchmarking.org Megahertz, More Is Better OSPRay Studio 0.11 CPU Peak Freq (Highest CPU Core Frequency) Monitor AVX-512 Off AVX-512 On 512 AVX-512 On 900 1800 2700 3600 4500 Min: 4700 / Avg: 4726.06 / Max: 5300 Min: 4546 / Avg: 4639.07 / Max: 5300 Min: 3450 / Avg: 4627.77 / Max: 5304
OSPRay Studio CPU Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better OSPRay Studio 0.11 CPU Power Consumption Monitor AVX-512 Off AVX-512 On AVX-512 On 512 50 100 150 200 250 Min: 12.51 / Avg: 209.79 / Max: 224.27 Min: 12.78 / Avg: 234.22 / Max: 270.6 Min: 12.53 / Avg: 235.59 / Max: 266.57
OSPRay Studio CPU Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better OSPRay Studio 0.11 CPU Temperature Monitor AVX-512 Off AVX-512 On AVX-512 On 512 20 40 60 80 100 Min: 40 / Avg: 80.21 / Max: 84 Min: 42 / Avg: 88.05 / Max: 96 Min: 41 / Avg: 88.34 / Max: 94
OSPRay Studio Camera: 3 - Resolution: 1080p - Samples Per Pixel: 1 - Renderer: Path Tracer OpenBenchmarking.org ms, Fewer Is Better OSPRay Studio 0.11 Camera: 3 - Resolution: 1080p - Samples Per Pixel: 1 - Renderer: Path Tracer AVX-512 On AVX-512 On 512 AVX-512 Off 500 1000 1500 2000 2500 SE +/- 3.76, N = 3 SE +/- 2.33, N = 3 SE +/- 2.85, N = 3 2358 2364 2561 -mno-avx512f 1. (CXX) g++ options: -O3 -march=native -ldl
OSPRay Studio CPU Peak Freq (Highest CPU Core Frequency) Monitor OpenBenchmarking.org Megahertz, More Is Better OSPRay Studio 0.11 CPU Peak Freq (Highest CPU Core Frequency) Monitor AVX-512 Off AVX-512 On AVX-512 On 512 900 1800 2700 3600 4500 Min: 4700 / Avg: 4753.65 / Max: 5300 Min: 4576 / Avg: 4701.44 / Max: 5300 Min: 4571 / Avg: 4680.45 / Max: 5300
OSPRay Studio CPU Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better OSPRay Studio 0.11 CPU Power Consumption Monitor AVX-512 Off AVX-512 On 512 AVX-512 On 50 100 150 200 250 Min: 12.47 / Avg: 198.07 / Max: 218.51 Min: 12.48 / Avg: 225.22 / Max: 265.65 Min: 12.71 / Avg: 228.53 / Max: 263.37
OSPRay Studio CPU Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better OSPRay Studio 0.11 CPU Temperature Monitor AVX-512 Off AVX-512 On AVX-512 On 512 20 40 60 80 100 Min: 39 / Avg: 78.14 / Max: 88 Min: 41 / Avg: 86.94 / Max: 91 Min: 42 / Avg: 87.08 / Max: 93
OSPRay Studio Camera: 3 - Resolution: 1080p - Samples Per Pixel: 16 - Renderer: Path Tracer OpenBenchmarking.org ms, Fewer Is Better OSPRay Studio 0.11 Camera: 3 - Resolution: 1080p - Samples Per Pixel: 16 - Renderer: Path Tracer AVX-512 On 512 AVX-512 On AVX-512 Off 9K 18K 27K 36K 45K SE +/- 9.61, N = 3 SE +/- 89.45, N = 3 SE +/- 14.77, N = 3 37620 37662 40948 -mno-avx512f 1. (CXX) g++ options: -O3 -march=native -ldl
OSPRay Studio CPU Peak Freq (Highest CPU Core Frequency) Monitor OpenBenchmarking.org Megahertz, More Is Better OSPRay Studio 0.11 CPU Peak Freq (Highest CPU Core Frequency) Monitor AVX-512 Off AVX-512 On AVX-512 On 512 900 1800 2700 3600 4500 Min: 4700 / Avg: 4753.09 / Max: 5326 Min: 4561 / Avg: 4700.89 / Max: 5300 Min: 4570 / Avg: 4692.8 / Max: 5300
OSPRay Studio CPU Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better OSPRay Studio 0.11 CPU Power Consumption Monitor AVX-512 Off AVX-512 On 512 AVX-512 On 50 100 150 200 250 Min: 12.34 / Avg: 199.23 / Max: 219.6 Min: 6.41 / Avg: 226.74 / Max: 265.64 Min: 12.66 / Avg: 226.89 / Max: 265.02
OSPRay Studio CPU Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better OSPRay Studio 0.11 CPU Temperature Monitor AVX-512 Off AVX-512 On 512 AVX-512 On 20 40 60 80 100 Min: 40 / Avg: 78.9 / Max: 84 Min: 42 / Avg: 86.55 / Max: 92 Min: 41 / Avg: 86.58 / Max: 95
OSPRay Studio Camera: 3 - Resolution: 1080p - Samples Per Pixel: 32 - Renderer: Path Tracer OpenBenchmarking.org ms, Fewer Is Better OSPRay Studio 0.11 Camera: 3 - Resolution: 1080p - Samples Per Pixel: 32 - Renderer: Path Tracer AVX-512 On AVX-512 On 512 AVX-512 Off 20K 40K 60K 80K 100K SE +/- 263.45, N = 3 SE +/- 171.11, N = 3 SE +/- 31.80, N = 3 78746 78809 85854 -mno-avx512f 1. (CXX) g++ options: -O3 -march=native -ldl
OSPRay Studio CPU Peak Freq (Highest CPU Core Frequency) Monitor OpenBenchmarking.org Megahertz, More Is Better OSPRay Studio 0.11 CPU Peak Freq (Highest CPU Core Frequency) Monitor AVX-512 Off AVX-512 On AVX-512 On 512 900 1800 2700 3600 4500 Min: 4700 / Avg: 4778.13 / Max: 5310 Min: 3465 / Avg: 4730.1 / Max: 5300 Min: 4570 / Avg: 4723.71 / Max: 5300
OSPRay Studio CPU Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better OSPRay Studio 0.11 CPU Power Consumption Monitor AVX-512 Off AVX-512 On 512 AVX-512 On 50 100 150 200 250 Min: 12.3 / Avg: 191.08 / Max: 219.81 Min: 12.69 / Avg: 217.88 / Max: 264.37 Min: 12.56 / Avg: 219.94 / Max: 267.67
OSPRay Studio CPU Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better OSPRay Studio 0.11 CPU Temperature Monitor AVX-512 Off AVX-512 On AVX-512 On 512 20 40 60 80 100 Min: 40 / Avg: 76.99 / Max: 83 Min: 41 / Avg: 84.31 / Max: 94 Min: 42 / Avg: 85.88 / Max: 91
OSPRay Studio Camera: 3 - Resolution: 4K - Samples Per Pixel: 1 - Renderer: Path Tracer OpenBenchmarking.org ms, Fewer Is Better OSPRay Studio 0.11 Camera: 3 - Resolution: 4K - Samples Per Pixel: 1 - Renderer: Path Tracer AVX-512 On AVX-512 On 512 AVX-512 Off 2K 4K 6K 8K 10K SE +/- 6.67, N = 3 SE +/- 5.51, N = 3 SE +/- 5.70, N = 3 9373 9376 10148 -mno-avx512f 1. (CXX) g++ options: -O3 -march=native -ldl
OSPRay Studio CPU Peak Freq (Highest CPU Core Frequency) Monitor OpenBenchmarking.org Megahertz, More Is Better OSPRay Studio 0.11 CPU Peak Freq (Highest CPU Core Frequency) Monitor AVX-512 Off AVX-512 On AVX-512 On 512 900 1800 2700 3600 4500 Min: 4700 / Avg: 4785.08 / Max: 5300 Min: 4564 / Avg: 4690.88 / Max: 5300 Min: 3500 / Avg: 4665.37 / Max: 5300
OSPRay Studio CPU Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better OSPRay Studio 0.11 CPU Power Consumption Monitor AVX-512 Off AVX-512 On 512 AVX-512 On 50 100 150 200 250 Min: 12.56 / Avg: 187.54 / Max: 219.01 Min: 12.82 / Avg: 227.75 / Max: 264.86 Min: 12.61 / Avg: 232.9 / Max: 264
OSPRay Studio CPU Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better OSPRay Studio 0.11 CPU Temperature Monitor AVX-512 Off AVX-512 On AVX-512 On 512 20 40 60 80 100 Min: 40 / Avg: 76.25 / Max: 85 Min: 41 / Avg: 87.29 / Max: 92 Min: 41 / Avg: 87.49 / Max: 93
OSPRay Studio Camera: 3 - Resolution: 4K - Samples Per Pixel: 16 - Renderer: Path Tracer OpenBenchmarking.org ms, Fewer Is Better OSPRay Studio 0.11 Camera: 3 - Resolution: 4K - Samples Per Pixel: 16 - Renderer: Path Tracer AVX-512 On AVX-512 On 512 AVX-512 Off 40K 80K 120K 160K 200K SE +/- 313.74, N = 3 SE +/- 494.14, N = 3 SE +/- 189.77, N = 3 152903 153101 166508 -mno-avx512f 1. (CXX) g++ options: -O3 -march=native -ldl
OSPRay Studio CPU Peak Freq (Highest CPU Core Frequency) Monitor OpenBenchmarking.org Megahertz, More Is Better OSPRay Studio 0.11 CPU Peak Freq (Highest CPU Core Frequency) Monitor AVX-512 Off AVX-512 On AVX-512 On 512 900 1800 2700 3600 4500 Min: 4700 / Avg: 4740.31 / Max: 5310 Min: 4564 / Avg: 4689.08 / Max: 5307 Min: 3500 / Avg: 4671.61 / Max: 5300
OSPRay Studio CPU Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better OSPRay Studio 0.11 CPU Power Consumption Monitor AVX-512 Off AVX-512 On 512 AVX-512 On 50 100 150 200 250 Min: 12.41 / Avg: 203.49 / Max: 220.04 Min: 12.75 / Avg: 230.35 / Max: 267.14 Min: 12.74 / Avg: 232.51 / Max: 265.53
OSPRay Studio CPU Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better OSPRay Studio 0.11 CPU Temperature Monitor AVX-512 Off AVX-512 On AVX-512 On 512 20 40 60 80 100 Min: 39 / Avg: 78.83 / Max: 83 Min: 41 / Avg: 87.07 / Max: 91 Min: 41 / Avg: 87.32 / Max: 93
OSPRay Studio Camera: 3 - Resolution: 4K - Samples Per Pixel: 32 - Renderer: Path Tracer OpenBenchmarking.org ms, Fewer Is Better OSPRay Studio 0.11 Camera: 3 - Resolution: 4K - Samples Per Pixel: 32 - Renderer: Path Tracer AVX-512 On AVX-512 On 512 AVX-512 Off 70K 140K 210K 280K 350K SE +/- 646.03, N = 3 SE +/- 378.84, N = 3 SE +/- 178.71, N = 3 302582 303966 329527 -mno-avx512f 1. (CXX) g++ options: -O3 -march=native -ldl
OSPRay Studio CPU Peak Freq (Highest CPU Core Frequency) Monitor OpenBenchmarking.org Megahertz, More Is Better OSPRay Studio 0.11 CPU Peak Freq (Highest CPU Core Frequency) Monitor AVX-512 Off AVX-512 On AVX-512 On 512 900 1800 2700 3600 4500 Min: 4700 / Avg: 4722.23 / Max: 5309 Min: 4557 / Avg: 4641.27 / Max: 5300 Min: 4550 / Avg: 4626.21 / Max: 5300
OSPRay Studio CPU Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better OSPRay Studio 0.11 CPU Power Consumption Monitor AVX-512 Off AVX-512 On 512 AVX-512 On 50 100 150 200 250 Min: 12.35 / Avg: 210.54 / Max: 220.82 Min: 12.63 / Avg: 233.36 / Max: 267.63 Min: 12.76 / Avg: 236.54 / Max: 265.22
OSPRay Studio CPU Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better OSPRay Studio 0.11 CPU Temperature Monitor AVX-512 Off AVX-512 On AVX-512 On 512 20 40 60 80 100 Min: 40 / Avg: 80.67 / Max: 84 Min: 42 / Avg: 88.64 / Max: 93 Min: 43 / Avg: 88.73 / Max: 96
simdjson Throughput Test: PartialTweets OpenBenchmarking.org GB/s, More Is Better simdjson 2.0 Throughput Test: PartialTweets AVX-512 On AVX-512 On 512 AVX-512 Off 2 4 6 8 10 SE +/- 0.00, N = 3 SE +/- 0.00, N = 3 SE +/- 0.00, N = 3 8.52 8.51 6.20 -mno-avx512f 1. (CXX) g++ options: -O3 -march=native
simdjson Throughput Test: PartialTweets OpenBenchmarking.org GB/s Per Watt, More Is Better simdjson 2.0 Throughput Test: PartialTweets AVX-512 On 512 AVX-512 On AVX-512 Off 0.0304 0.0608 0.0912 0.1216 0.152 0.135 0.135 0.104
simdjson CPU Peak Freq (Highest CPU Core Frequency) Monitor OpenBenchmarking.org Megahertz, More Is Better simdjson 2.0 CPU Peak Freq (Highest CPU Core Frequency) Monitor AVX-512 Off AVX-512 On AVX-512 On 512 900 1800 2700 3600 4500 Min: 5100 / Avg: 5289.95 / Max: 5318 Min: 4901 / Avg: 4982.12 / Max: 5233 Min: 4810 / Avg: 4978.7 / Max: 5258
simdjson CPU Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better simdjson 2.0 CPU Power Consumption Monitor AVX-512 Off AVX-512 On 512 AVX-512 On 13 26 39 52 65 Min: 11.94 / Avg: 59.59 / Max: 65.08 Min: 12.12 / Avg: 62.94 / Max: 67.82 Min: 11.91 / Avg: 63.23 / Max: 67.98
simdjson CPU Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better simdjson 2.0 CPU Temperature Monitor AVX-512 Off AVX-512 On 512 AVX-512 On 14 28 42 56 70 Min: 34 / Avg: 62.29 / Max: 70 Min: 33 / Avg: 63.44 / Max: 67 Min: 34 / Avg: 63.86 / Max: 68
simdjson Throughput Test: LargeRandom OpenBenchmarking.org GB/s, More Is Better simdjson 2.0 Throughput Test: LargeRandom AVX-512 On 512 AVX-512 On AVX-512 Off 0.3308 0.6616 0.9924 1.3232 1.654 SE +/- 0.00, N = 3 SE +/- 0.00, N = 3 SE +/- 0.00, N = 3 1.47 1.47 1.36 -mno-avx512f 1. (CXX) g++ options: -O3 -march=native
simdjson Throughput Test: LargeRandom OpenBenchmarking.org GB/s Per Watt, More Is Better simdjson 2.0 Throughput Test: LargeRandom AVX-512 On 512 AVX-512 On AVX-512 Off 0.0059 0.0118 0.0177 0.0236 0.0295 0.026 0.026 0.025
simdjson CPU Peak Freq (Highest CPU Core Frequency) Monitor OpenBenchmarking.org Megahertz, More Is Better simdjson 2.0 CPU Peak Freq (Highest CPU Core Frequency) Monitor AVX-512 Off AVX-512 On AVX-512 On 512 1000 2000 3000 4000 5000 Min: 5100 / Avg: 5283.99 / Max: 5300 Min: 4975 / Avg: 5256.72 / Max: 5541 Min: 4994 / Avg: 5238.51 / Max: 5310
simdjson CPU Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better simdjson 2.0 CPU Power Consumption Monitor AVX-512 Off AVX-512 On AVX-512 On 512 12 24 36 48 60 Min: 11.95 / Avg: 55.09 / Max: 59.62 Min: 11.88 / Avg: 55.9 / Max: 60.31 Min: 11.92 / Avg: 56.3 / Max: 60.48
simdjson CPU Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better simdjson 2.0 CPU Temperature Monitor AVX-512 On AVX-512 Off AVX-512 On 512 12 24 36 48 60 Min: 32 / Avg: 58.29 / Max: 63 Min: 32 / Avg: 58.34 / Max: 63 Min: 32 / Avg: 58.34 / Max: 63
simdjson Throughput Test: Kostya OpenBenchmarking.org GB/s, More Is Better simdjson 2.0 Throughput Test: Kostya AVX-512 On AVX-512 On 512 AVX-512 Off 1.0215 2.043 3.0645 4.086 5.1075 SE +/- 0.01, N = 3 SE +/- 0.00, N = 3 SE +/- 0.00, N = 3 4.54 4.53 3.86 -mno-avx512f 1. (CXX) g++ options: -O3 -march=native
simdjson Throughput Test: Kostya OpenBenchmarking.org GB/s Per Watt, More Is Better simdjson 2.0 Throughput Test: Kostya AVX-512 On AVX-512 On 512 AVX-512 Off 0.018 0.036 0.054 0.072 0.09 0.080 0.079 0.069
simdjson CPU Peak Freq (Highest CPU Core Frequency) Monitor OpenBenchmarking.org Megahertz, More Is Better simdjson 2.0 CPU Peak Freq (Highest CPU Core Frequency) Monitor AVX-512 Off AVX-512 On AVX-512 On 512 1000 2000 3000 4000 5000 Min: 5100 / Avg: 5288.13 / Max: 5498 Min: 4976 / Avg: 5227.59 / Max: 5300 Min: 4966 / Avg: 5223.47 / Max: 5300
simdjson CPU Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better simdjson 2.0 CPU Power Consumption Monitor AVX-512 Off AVX-512 On AVX-512 On 512 12 24 36 48 60 Min: 11.78 / Avg: 55.55 / Max: 59.77 Min: 11.9 / Avg: 56.95 / Max: 60.96 Min: 11.79 / Avg: 57.11 / Max: 61.15
simdjson CPU Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better simdjson 2.0 CPU Temperature Monitor AVX-512 On AVX-512 Off AVX-512 On 512 12 24 36 48 60 Min: 32 / Avg: 56.14 / Max: 63 Min: 31 / Avg: 56.21 / Max: 61 Min: 32 / Avg: 56.59 / Max: 63
simdjson Throughput Test: DistinctUserID OpenBenchmarking.org GB/s, More Is Better simdjson 2.0 Throughput Test: DistinctUserID AVX-512 On AVX-512 On 512 AVX-512 Off 2 4 6 8 10 SE +/- 0.01, N = 3 SE +/- 0.00, N = 3 SE +/- 0.00, N = 3 8.78 8.77 6.33 -mno-avx512f 1. (CXX) g++ options: -O3 -march=native
simdjson Throughput Test: DistinctUserID OpenBenchmarking.org GB/s Per Watt, More Is Better simdjson 2.0 Throughput Test: DistinctUserID AVX-512 On 512 AVX-512 On AVX-512 Off 0.0311 0.0622 0.0933 0.1244 0.1555 0.138 0.138 0.107
simdjson CPU Peak Freq (Highest CPU Core Frequency) Monitor OpenBenchmarking.org Megahertz, More Is Better simdjson 2.0 CPU Peak Freq (Highest CPU Core Frequency) Monitor AVX-512 Off AVX-512 On AVX-512 On 512 900 1800 2700 3600 4500 Min: 5100 / Avg: 5291.72 / Max: 5319 Min: 4901 / Avg: 5003.41 / Max: 5303 Min: 4900 / Avg: 4999.18 / Max: 5300
simdjson CPU Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better simdjson 2.0 CPU Power Consumption Monitor AVX-512 Off AVX-512 On 512 AVX-512 On 13 26 39 52 65 Min: 11.88 / Avg: 59.01 / Max: 62.7 Min: 11.77 / Avg: 63.39 / Max: 67.58 Min: 11.84 / Avg: 63.44 / Max: 67.76
simdjson CPU Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better simdjson 2.0 CPU Temperature Monitor AVX-512 Off AVX-512 On 512 AVX-512 On 13 26 39 52 65 Min: 31 / Avg: 60.86 / Max: 64 Min: 32 / Avg: 61.85 / Max: 66 Min: 32 / Avg: 62.56 / Max: 67
simdjson Throughput Test: TopTweet OpenBenchmarking.org GB/s, More Is Better simdjson 2.0 Throughput Test: TopTweet AVX-512 On 512 AVX-512 On AVX-512 Off 2 4 6 8 10 SE +/- 0.00, N = 3 SE +/- 0.01, N = 3 SE +/- 0.01, N = 3 8.82 8.82 6.35 -mno-avx512f 1. (CXX) g++ options: -O3 -march=native
simdjson Throughput Test: TopTweet OpenBenchmarking.org GB/s Per Watt, More Is Better simdjson 2.0 Throughput Test: TopTweet AVX-512 On 512 AVX-512 On AVX-512 Off 0.0313 0.0626 0.0939 0.1252 0.1565 0.139 0.139 0.108
simdjson CPU Peak Freq (Highest CPU Core Frequency) Monitor OpenBenchmarking.org Megahertz, More Is Better simdjson 2.0 CPU Peak Freq (Highest CPU Core Frequency) Monitor AVX-512 Off AVX-512 On AVX-512 On 512 900 1800 2700 3600 4500 Min: 5100 / Avg: 5288.44 / Max: 5300 Min: 4928 / Avg: 5001.48 / Max: 5300 Min: 4901 / Avg: 4998.59 / Max: 5300
simdjson CPU Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better simdjson 2.0 CPU Power Consumption Monitor AVX-512 Off AVX-512 On 512 AVX-512 On 13 26 39 52 65 Min: 11.88 / Avg: 58.68 / Max: 62.89 Min: 11.74 / Avg: 63.23 / Max: 67.46 Min: 11.88 / Avg: 63.33 / Max: 67.43
simdjson CPU Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better simdjson 2.0 CPU Temperature Monitor AVX-512 Off AVX-512 On AVX-512 On 512 13 26 39 52 65 Min: 31 / Avg: 59.16 / Max: 64 Min: 31 / Avg: 61.48 / Max: 66 Min: 32 / Avg: 62.1 / Max: 66
TensorFlow Device: CPU - Batch Size: 16 - Model: VGG-16 OpenBenchmarking.org images/sec, More Is Better TensorFlow 2.10 Device: CPU - Batch Size: 16 - Model: VGG-16 AVX-512 On 512 AVX-512 On AVX-512 Off 2 4 6 8 10 SE +/- 0.00, N = 3 SE +/- 0.01, N = 3 SE +/- 0.00, N = 3 7.76 7.76 5.69
TensorFlow Device: CPU - Batch Size: 16 - Model: VGG-16 OpenBenchmarking.org images/sec Per Watt, More Is Better TensorFlow 2.10 Device: CPU - Batch Size: 16 - Model: VGG-16 AVX-512 On 512 AVX-512 On AVX-512 Off 0.0088 0.0176 0.0264 0.0352 0.044 0.039 0.039 0.033
TensorFlow CPU Peak Freq (Highest CPU Core Frequency) Monitor OpenBenchmarking.org Megahertz, More Is Better TensorFlow 2.10 CPU Peak Freq (Highest CPU Core Frequency) Monitor AVX-512 Off AVX-512 On 512 AVX-512 On 900 1800 2700 3600 4500 Min: 4700 / Avg: 4753.54 / Max: 5300 Min: 3441 / Avg: 4723.13 / Max: 5300 Min: 3436 / Avg: 4719.33 / Max: 5300
TensorFlow CPU Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better TensorFlow 2.10 CPU Power Consumption Monitor AVX-512 Off AVX-512 On 512 AVX-512 On 40 80 120 160 200 Min: 11.86 / Avg: 171.94 / Max: 209.38 Min: 11.63 / Avg: 196.47 / Max: 246.65 Min: 11.91 / Avg: 198.07 / Max: 245.72
TensorFlow CPU Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better TensorFlow 2.10 CPU Temperature Monitor AVX-512 Off AVX-512 On AVX-512 On 512 20 40 60 80 100 Min: 30 / Avg: 71.96 / Max: 82 Min: 30 / Avg: 81.98 / Max: 100 Min: 31 / Avg: 82.6 / Max: 100
TensorFlow Device: CPU - Batch Size: 16 - Model: ResNet-50 OpenBenchmarking.org images/sec, More Is Better TensorFlow 2.10 Device: CPU - Batch Size: 16 - Model: ResNet-50 AVX-512 On 512 AVX-512 On AVX-512 Off 5 10 15 20 25 SE +/- 0.01, N = 3 SE +/- 0.01, N = 3 SE +/- 0.01, N = 3 20.55 20.46 12.29
TensorFlow Device: CPU - Batch Size: 16 - Model: ResNet-50 OpenBenchmarking.org images/sec Per Watt, More Is Better TensorFlow 2.10 Device: CPU - Batch Size: 16 - Model: ResNet-50 AVX-512 On 512 AVX-512 On AVX-512 Off 0.0259 0.0518 0.0777 0.1036 0.1295 0.115 0.115 0.072
TensorFlow CPU Peak Freq (Highest CPU Core Frequency) Monitor OpenBenchmarking.org Megahertz, More Is Better TensorFlow 2.10 CPU Peak Freq (Highest CPU Core Frequency) Monitor AVX-512 Off AVX-512 On 512 AVX-512 On 900 1800 2700 3600 4500 Min: 4700 / Avg: 4779.37 / Max: 5300 Min: 4700 / Avg: 4778.43 / Max: 5300 Min: 4700 / Avg: 4775.16 / Max: 5300
TensorFlow CPU Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better TensorFlow 2.10 CPU Power Consumption Monitor AVX-512 Off AVX-512 On AVX-512 On 512 40 80 120 160 200 Min: 12.59 / Avg: 170.59 / Max: 185.9 Min: 12.57 / Avg: 178.26 / Max: 201.79 Min: 12.23 / Avg: 178.47 / Max: 201.45
TensorFlow CPU Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better TensorFlow 2.10 CPU Temperature Monitor AVX-512 Off AVX-512 On AVX-512 On 512 20 40 60 80 100 Min: 38 / Avg: 69.7 / Max: 81 Min: 39 / Avg: 75.6 / Max: 92 Min: 39 / Avg: 75.99 / Max: 90
TensorFlow Device: CPU - Batch Size: 16 - Model: AlexNet OpenBenchmarking.org images/sec, More Is Better TensorFlow 2.10 Device: CPU - Batch Size: 16 - Model: AlexNet AVX-512 On 512 AVX-512 On AVX-512 Off 20 40 60 80 100 SE +/- 0.12, N = 3 SE +/- 0.06, N = 3 SE +/- 0.03, N = 3 82.10 80.75 67.80
TensorFlow Device: CPU - Batch Size: 16 - Model: AlexNet OpenBenchmarking.org images/sec Per Watt, More Is Better TensorFlow 2.10 Device: CPU - Batch Size: 16 - Model: AlexNet AVX-512 On 512 AVX-512 On AVX-512 Off 0.1296 0.2592 0.3888 0.5184 0.648 0.576 0.569 0.460
TensorFlow CPU Peak Freq (Highest CPU Core Frequency) Monitor OpenBenchmarking.org Megahertz, More Is Better TensorFlow 2.10 CPU Peak Freq (Highest CPU Core Frequency) Monitor AVX-512 Off AVX-512 On 512 AVX-512 On 900 1800 2700 3600 4500 Min: 4700 / Avg: 4844.17 / Max: 5301 Min: 4700 / Avg: 4841.61 / Max: 5300 Min: 4700 / Avg: 4830.58 / Max: 5302
TensorFlow CPU Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better TensorFlow 2.10 CPU Power Consumption Monitor AVX-512 On AVX-512 On 512 AVX-512 Off 30 60 90 120 150 Min: 12.38 / Avg: 141.92 / Max: 176.87 Min: 12.22 / Avg: 142.65 / Max: 174.16 Min: 6.49 / Avg: 147.48 / Max: 178.42
TensorFlow CPU Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better TensorFlow 2.10 CPU Temperature Monitor AVX-512 On AVX-512 On 512 AVX-512 Off 14 28 42 56 70 Min: 40 / Avg: 61.85 / Max: 71 Min: 39 / Avg: 62.73 / Max: 74 Min: 39 / Avg: 64.1 / Max: 73
TensorFlow Device: CPU - Batch Size: 16 - Model: GoogLeNet OpenBenchmarking.org images/sec, More Is Better TensorFlow 2.10 Device: CPU - Batch Size: 16 - Model: GoogLeNet AVX-512 On 512 AVX-512 On AVX-512 Off 14 28 42 56 70 SE +/- 0.16, N = 3 SE +/- 0.03, N = 3 SE +/- 0.02, N = 3 63.83 63.34 36.22
TensorFlow Device: CPU - Batch Size: 16 - Model: GoogLeNet OpenBenchmarking.org images/sec Per Watt, More Is Better TensorFlow 2.10 Device: CPU - Batch Size: 16 - Model: GoogLeNet AVX-512 On 512 AVX-512 On AVX-512 Off 0.0853 0.1706 0.2559 0.3412 0.4265 0.379 0.379 0.219
TensorFlow CPU Peak Freq (Highest CPU Core Frequency) Monitor OpenBenchmarking.org Megahertz, More Is Better TensorFlow 2.10 CPU Peak Freq (Highest CPU Core Frequency) Monitor AVX-512 On AVX-512 On 512 AVX-512 Off 900 1800 2700 3600 4500 Min: 4700 / Avg: 4808.91 / Max: 5300 Min: 4700 / Avg: 4798.4 / Max: 5298 Min: 4700 / Avg: 4793.76 / Max: 5300
TensorFlow CPU Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better TensorFlow 2.10 CPU Power Consumption Monitor AVX-512 Off AVX-512 On AVX-512 On 512 40 80 120 160 200 Min: 12.53 / Avg: 165.22 / Max: 190.81 Min: 12.27 / Avg: 167.07 / Max: 202.74 Min: 12.24 / Avg: 168.34 / Max: 205.66
TensorFlow CPU Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better TensorFlow 2.10 CPU Temperature Monitor AVX-512 Off AVX-512 On 512 AVX-512 On 20 40 60 80 100 Min: 38 / Avg: 69.01 / Max: 78 Min: 39 / Avg: 72.15 / Max: 91 Min: 38 / Avg: 72.19 / Max: 93
TensorFlow Device: CPU - Batch Size: 32 - Model: VGG-16 OpenBenchmarking.org images/sec, More Is Better TensorFlow 2.10 Device: CPU - Batch Size: 32 - Model: VGG-16 AVX-512 On AVX-512 On 512 AVX-512 Off 2 4 6 8 10 SE +/- 0.00, N = 3 SE +/- 0.01, N = 3 SE +/- 0.00, N = 3 8.32 8.29 5.95
TensorFlow Device: CPU - Batch Size: 32 - Model: VGG-16 OpenBenchmarking.org images/sec Per Watt, More Is Better TensorFlow 2.10 Device: CPU - Batch Size: 32 - Model: VGG-16 AVX-512 On 512 AVX-512 On AVX-512 Off 0.0092 0.0184 0.0276 0.0368 0.046 0.041 0.041 0.034
TensorFlow CPU Peak Freq (Highest CPU Core Frequency) Monitor OpenBenchmarking.org Megahertz, More Is Better TensorFlow 2.10 CPU Peak Freq (Highest CPU Core Frequency) Monitor AVX-512 Off AVX-512 On AVX-512 On 512 900 1800 2700 3600 4500 Min: 4700 / Avg: 4747.94 / Max: 5300 Min: 3450 / Avg: 4685.15 / Max: 5302 Min: 3437 / Avg: 4669.85 / Max: 5300
TensorFlow CPU Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better TensorFlow 2.10 CPU Power Consumption Monitor AVX-512 Off AVX-512 On 512 AVX-512 On 50 100 150 200 250 Min: 12.49 / Avg: 174.26 / Max: 233.2 Min: 12.29 / Avg: 202.82 / Max: 256.86 Min: 12.4 / Avg: 203.74 / Max: 255.04
TensorFlow CPU Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better TensorFlow 2.10 CPU Temperature Monitor AVX-512 Off AVX-512 On AVX-512 On 512 20 40 60 80 100 Min: 39 / Avg: 73.18 / Max: 82 Min: 39 / Avg: 85.46 / Max: 100 Min: 40 / Avg: 85.99 / Max: 100
TensorFlow Device: CPU - Batch Size: 32 - Model: ResNet-50 OpenBenchmarking.org images/sec, More Is Better TensorFlow 2.10 Device: CPU - Batch Size: 32 - Model: ResNet-50 AVX-512 On 512 AVX-512 On AVX-512 Off 5 10 15 20 25 SE +/- 0.00, N = 3 SE +/- 0.02, N = 3 SE +/- 0.01, N = 3 21.29 21.24 12.32
TensorFlow Device: CPU - Batch Size: 32 - Model: ResNet-50 OpenBenchmarking.org images/sec Per Watt, More Is Better TensorFlow 2.10 Device: CPU - Batch Size: 32 - Model: ResNet-50 AVX-512 On 512 AVX-512 On AVX-512 Off 0.0261 0.0522 0.0783 0.1044 0.1305 0.116 0.115 0.071
TensorFlow CPU Peak Freq (Highest CPU Core Frequency) Monitor OpenBenchmarking.org Megahertz, More Is Better TensorFlow 2.10 CPU Peak Freq (Highest CPU Core Frequency) Monitor AVX-512 On 512 AVX-512 On AVX-512 Off 900 1800 2700 3600 4500 Min: 4700 / Avg: 4782.96 / Max: 5300 Min: 4700 / Avg: 4773.71 / Max: 5300 Min: 4671 / Avg: 4771.11 / Max: 5300
TensorFlow CPU Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better TensorFlow 2.10 CPU Power Consumption Monitor AVX-512 Off AVX-512 On 512 AVX-512 On 40 80 120 160 200 Min: 12.39 / Avg: 172.96 / Max: 195.6 Min: 12.15 / Avg: 184.01 / Max: 210.17 Min: 12.27 / Avg: 184.03 / Max: 209.54
TensorFlow CPU Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better TensorFlow 2.10 CPU Temperature Monitor AVX-512 Off AVX-512 On AVX-512 On 512 20 40 60 80 100 Min: 39 / Avg: 70.59 / Max: 82 Min: 39 / Avg: 77.48 / Max: 95 Min: 40 / Avg: 79.09 / Max: 100
TensorFlow Device: CPU - Batch Size: 32 - Model: AlexNet OpenBenchmarking.org images/sec, More Is Better TensorFlow 2.10 Device: CPU - Batch Size: 32 - Model: AlexNet AVX-512 On 512 AVX-512 On AVX-512 Off 30 60 90 120 150 SE +/- 0.26, N = 3 SE +/- 0.17, N = 3 SE +/- 0.05, N = 3 113.25 112.10 87.79
TensorFlow Device: CPU - Batch Size: 32 - Model: AlexNet OpenBenchmarking.org images/sec Per Watt, More Is Better TensorFlow 2.10 Device: CPU - Batch Size: 32 - Model: AlexNet AVX-512 On 512 AVX-512 On AVX-512 Off 0.1663 0.3326 0.4989 0.6652 0.8315 0.739 0.731 0.552
TensorFlow CPU Peak Freq (Highest CPU Core Frequency) Monitor OpenBenchmarking.org Megahertz, More Is Better TensorFlow 2.10 CPU Peak Freq (Highest CPU Core Frequency) Monitor AVX-512 On 512 AVX-512 Off AVX-512 On 900 1800 2700 3600 4500 Min: 4700 / Avg: 4812.35 / Max: 5300 Min: 4700 / Avg: 4812.15 / Max: 5300 Min: 4700 / Avg: 4809.19 / Max: 5302
TensorFlow CPU Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better TensorFlow 2.10 CPU Power Consumption Monitor AVX-512 On AVX-512 On 512 AVX-512 Off 30 60 90 120 150 Min: 12.33 / Avg: 153.27 / Max: 183.98 Min: 12.25 / Avg: 153.32 / Max: 183.15 Min: 12.42 / Avg: 159.17 / Max: 185.93
TensorFlow CPU Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better TensorFlow 2.10 CPU Temperature Monitor AVX-512 On AVX-512 Off AVX-512 On 512 15 30 45 60 75 Min: 39 / Avg: 64.95 / Max: 75 Min: 39 / Avg: 65.93 / Max: 74 Min: 39 / Avg: 66.99 / Max: 77
TensorFlow Device: CPU - Batch Size: 32 - Model: GoogLeNet OpenBenchmarking.org images/sec, More Is Better TensorFlow 2.10 Device: CPU - Batch Size: 32 - Model: GoogLeNet AVX-512 On 512 AVX-512 On AVX-512 Off 14 28 42 56 70 SE +/- 0.06, N = 3 SE +/- 0.01, N = 3 SE +/- 0.04, N = 3 64.42 64.22 36.49
TensorFlow Device: CPU - Batch Size: 32 - Model: GoogLeNet OpenBenchmarking.org images/sec Per Watt, More Is Better TensorFlow 2.10 Device: CPU - Batch Size: 32 - Model: GoogLeNet AVX-512 On AVX-512 On 512 AVX-512 Off 0.0803 0.1606 0.2409 0.3212 0.4015 0.357 0.356 0.212
TensorFlow CPU Peak Freq (Highest CPU Core Frequency) Monitor OpenBenchmarking.org Megahertz, More Is Better TensorFlow 2.10 CPU Peak Freq (Highest CPU Core Frequency) Monitor AVX-512 On AVX-512 Off AVX-512 On 512 900 1800 2700 3600 4500 Min: 4700 / Avg: 4784.96 / Max: 5300 Min: 4700 / Avg: 4768.78 / Max: 5300 Min: 4700 / Avg: 4768.38 / Max: 5300
TensorFlow CPU Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better TensorFlow 2.10 CPU Power Consumption Monitor AVX-512 Off AVX-512 On AVX-512 On 512 40 80 120 160 200 Min: 12.6 / Avg: 172.16 / Max: 189.69 Min: 12.39 / Avg: 179.76 / Max: 202.8 Min: 6.52 / Avg: 180.79 / Max: 201.41
TensorFlow CPU Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better TensorFlow 2.10 CPU Temperature Monitor AVX-512 Off AVX-512 On AVX-512 On 512 20 40 60 80 100 Min: 38 / Avg: 70.7 / Max: 82 Min: 38 / Avg: 76.66 / Max: 93 Min: 39 / Avg: 76.91 / Max: 95
TensorFlow Device: CPU - Batch Size: 64 - Model: VGG-16 OpenBenchmarking.org images/sec, More Is Better TensorFlow 2.10 Device: CPU - Batch Size: 64 - Model: VGG-16 AVX-512 On AVX-512 On 512 AVX-512 Off 2 4 6 8 10 SE +/- 0.01, N = 3 SE +/- 0.01, N = 3 SE +/- 0.00, N = 3 8.73 8.69 6.11
TensorFlow Device: CPU - Batch Size: 64 - Model: VGG-16 OpenBenchmarking.org images/sec Per Watt, More Is Better TensorFlow 2.10 Device: CPU - Batch Size: 64 - Model: VGG-16 AVX-512 On 512 AVX-512 On AVX-512 Off 0.0095 0.019 0.0285 0.038 0.0475 0.042 0.042 0.035
TensorFlow CPU Peak Freq (Highest CPU Core Frequency) Monitor OpenBenchmarking.org Megahertz, More Is Better TensorFlow 2.10 CPU Peak Freq (Highest CPU Core Frequency) Monitor AVX-512 Off AVX-512 On AVX-512 On 512 900 1800 2700 3600 4500 Min: 4700 / Avg: 4743.38 / Max: 5300 Min: 3431 / Avg: 4653.57 / Max: 5300 Min: 3448 / Avg: 4638.56 / Max: 5309
TensorFlow CPU Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better TensorFlow 2.10 CPU Power Consumption Monitor AVX-512 Off AVX-512 On 512 AVX-512 On 50 100 150 200 250 Min: 12.51 / Avg: 175.98 / Max: 245.02 Min: 12.02 / Avg: 208.44 / Max: 258.78 Min: 12.6 / Avg: 210.35 / Max: 256.26
TensorFlow CPU Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better TensorFlow 2.10 CPU Temperature Monitor AVX-512 Off AVX-512 On AVX-512 On 512 20 40 60 80 100 Min: 39 / Avg: 73.93 / Max: 88 Min: 38 / Avg: 86.57 / Max: 100 Min: 40 / Avg: 87.14 / Max: 100
TensorFlow Device: CPU - Batch Size: 64 - Model: ResNet-50 OpenBenchmarking.org images/sec, More Is Better TensorFlow 2.10 Device: CPU - Batch Size: 64 - Model: ResNet-50 AVX-512 On 512 AVX-512 On AVX-512 Off 5 10 15 20 25 SE +/- 0.01, N = 3 SE +/- 0.01, N = 3 SE +/- 0.01, N = 3 21.88 21.86 12.37
TensorFlow Device: CPU - Batch Size: 64 - Model: ResNet-50 OpenBenchmarking.org images/sec Per Watt, More Is Better TensorFlow 2.10 Device: CPU - Batch Size: 64 - Model: ResNet-50 AVX-512 On 512 AVX-512 On AVX-512 Off 0.0261 0.0522 0.0783 0.1044 0.1305 0.116 0.115 0.071
TensorFlow CPU Peak Freq (Highest CPU Core Frequency) Monitor OpenBenchmarking.org Megahertz, More Is Better TensorFlow 2.10 CPU Peak Freq (Highest CPU Core Frequency) Monitor AVX-512 On AVX-512 Off AVX-512 On 512 900 1800 2700 3600 4500 Min: 3549 / Avg: 4765.25 / Max: 5310 Min: 4700 / Avg: 4765.23 / Max: 5300 Min: 3424 / Avg: 4756.76 / Max: 5300
TensorFlow CPU Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better TensorFlow 2.10 CPU Power Consumption Monitor AVX-512 Off AVX-512 On 512 AVX-512 On 40 80 120 160 200 Min: 12.62 / Avg: 174.55 / Max: 197.59 Min: 12.14 / Avg: 189.26 / Max: 231.43 Min: 12.4 / Avg: 189.43 / Max: 229.65
TensorFlow CPU Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better TensorFlow 2.10 CPU Temperature Monitor AVX-512 Off AVX-512 On AVX-512 On 512 20 40 60 80 100 Min: 39 / Avg: 71.4 / Max: 84 Min: 39 / Avg: 79.12 / Max: 100 Min: 41 / Avg: 79.73 / Max: 100
TensorFlow Device: CPU - Batch Size: 64 - Model: AlexNet OpenBenchmarking.org images/sec, More Is Better TensorFlow 2.10 Device: CPU - Batch Size: 64 - Model: AlexNet AVX-512 On 512 AVX-512 On AVX-512 Off 30 60 90 120 150 SE +/- 0.13, N = 3 SE +/- 0.11, N = 3 SE +/- 0.07, N = 3 137.75 136.92 103.31
TensorFlow Device: CPU - Batch Size: 64 - Model: AlexNet OpenBenchmarking.org images/sec Per Watt, More Is Better TensorFlow 2.10 Device: CPU - Batch Size: 64 - Model: AlexNet AVX-512 On 512 AVX-512 On AVX-512 Off 0.1933 0.3866 0.5799 0.7732 0.9665 0.859 0.833 0.614
TensorFlow CPU Peak Freq (Highest CPU Core Frequency) Monitor OpenBenchmarking.org Megahertz, More Is Better TensorFlow 2.10 CPU Peak Freq (Highest CPU Core Frequency) Monitor AVX-512 On 512 AVX-512 On AVX-512 Off 900 1800 2700 3600 4500 Min: 4700 / Avg: 4801.05 / Max: 5300 Min: 4700 / Avg: 4791.45 / Max: 5300 Min: 4700 / Avg: 4773.18 / Max: 5303
TensorFlow CPU Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better TensorFlow 2.10 CPU Power Consumption Monitor AVX-512 On 512 AVX-512 On AVX-512 Off 40 80 120 160 200 Min: 12.2 / Avg: 160.45 / Max: 196.55 Min: 12.19 / Avg: 164.43 / Max: 192.71 Min: 6.36 / Avg: 168.19 / Max: 198.49
TensorFlow CPU Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better TensorFlow 2.10 CPU Temperature Monitor AVX-512 On AVX-512 On 512 AVX-512 Off 16 32 48 64 80 Min: 39 / Avg: 69.23 / Max: 83 Min: 39 / Avg: 69.91 / Max: 82 Min: 39 / Avg: 69.97 / Max: 77
TensorFlow Device: CPU - Batch Size: 64 - Model: GoogLeNet OpenBenchmarking.org images/sec, More Is Better TensorFlow 2.10 Device: CPU - Batch Size: 64 - Model: GoogLeNet AVX-512 On 512 AVX-512 On AVX-512 Off 15 30 45 60 75 SE +/- 0.07, N = 3 SE +/- 0.05, N = 3 SE +/- 0.01, N = 3 65.15 65.02 36.94
TensorFlow Device: CPU - Batch Size: 64 - Model: GoogLeNet OpenBenchmarking.org images/sec Per Watt, More Is Better TensorFlow 2.10 Device: CPU - Batch Size: 64 - Model: GoogLeNet AVX-512 On 512 AVX-512 On AVX-512 Off 0.0783 0.1566 0.2349 0.3132 0.3915 0.348 0.346 0.209
TensorFlow CPU Peak Freq (Highest CPU Core Frequency) Monitor OpenBenchmarking.org Megahertz, More Is Better TensorFlow 2.10 CPU Peak Freq (Highest CPU Core Frequency) Monitor AVX-512 On AVX-512 Off AVX-512 On 512 900 1800 2700 3600 4500 Min: 4664 / Avg: 4758.71 / Max: 5300 Min: 4700 / Avg: 4747.96 / Max: 5300 Min: 3529 / Avg: 4743.6 / Max: 5300
TensorFlow CPU Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better TensorFlow 2.10 CPU Power Consumption Monitor AVX-512 Off AVX-512 On 512 AVX-512 On 40 80 120 160 200 Min: 12.27 / Avg: 176.8 / Max: 195.47 Min: 12.16 / Avg: 187.24 / Max: 205.18 Min: 12.63 / Avg: 187.75 / Max: 210.7
TensorFlow CPU Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better TensorFlow 2.10 CPU Temperature Monitor AVX-512 Off AVX-512 On AVX-512 On 512 20 40 60 80 100 Min: 39 / Avg: 72.62 / Max: 84 Min: 39 / Avg: 77.98 / Max: 96 Min: 38 / Avg: 78.31 / Max: 98
TensorFlow Device: CPU - Batch Size: 256 - Model: VGG-16 OpenBenchmarking.org images/sec, More Is Better TensorFlow 2.10 Device: CPU - Batch Size: 256 - Model: VGG-16 AVX-512 On 512 AVX-512 On AVX-512 Off 3 6 9 12 15 SE +/- 0.01, N = 3 SE +/- 0.01, N = 3 SE +/- 0.00, N = 3 9.42 9.42 6.22
TensorFlow Device: CPU - Batch Size: 256 - Model: VGG-16 OpenBenchmarking.org images/sec Per Watt, More Is Better TensorFlow 2.10 Device: CPU - Batch Size: 256 - Model: VGG-16 AVX-512 On 512 AVX-512 On AVX-512 Off 0.0097 0.0194 0.0291 0.0388 0.0485 0.043 0.043 0.032
TensorFlow CPU Peak Freq (Highest CPU Core Frequency) Monitor OpenBenchmarking.org Megahertz, More Is Better TensorFlow 2.10 CPU Peak Freq (Highest CPU Core Frequency) Monitor AVX-512 Off AVX-512 On AVX-512 On 512 900 1800 2700 3600 4500 Min: 3500 / Avg: 4740.8 / Max: 5300 Min: 3412 / Avg: 4593.29 / Max: 5302 Min: 3406 / Avg: 4587.01 / Max: 5298
TensorFlow CPU Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better TensorFlow 2.10 CPU Power Consumption Monitor AVX-512 Off AVX-512 On 512 AVX-512 On 50 100 150 200 250 Min: 12.64 / Avg: 193.81 / Max: 251.93 Min: 12.13 / Avg: 217.21 / Max: 270.46 Min: 12.64 / Avg: 218.14 / Max: 271.2
TensorFlow CPU Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better TensorFlow 2.10 CPU Temperature Monitor AVX-512 Off AVX-512 On AVX-512 On 512 20 40 60 80 100 Min: 39 / Avg: 78.01 / Max: 93 Min: 39 / Avg: 87.38 / Max: 100 Min: 39 / Avg: 87.55 / Max: 100
TensorFlow Device: CPU - Batch Size: 256 - Model: ResNet-50 OpenBenchmarking.org images/sec, More Is Better TensorFlow 2.10 Device: CPU - Batch Size: 256 - Model: ResNet-50 AVX-512 On AVX-512 On 512 AVX-512 Off 5 10 15 20 25 SE +/- 0.01, N = 3 SE +/- 0.00, N = 3 SE +/- 0.00, N = 3 22.20 22.13 12.48
TensorFlow Device: CPU - Batch Size: 256 - Model: ResNet-50 OpenBenchmarking.org images/sec Per Watt, More Is Better TensorFlow 2.10 Device: CPU - Batch Size: 256 - Model: ResNet-50 AVX-512 On 512 AVX-512 On AVX-512 Off 0.0259 0.0518 0.0777 0.1036 0.1295 0.115 0.115 0.071
TensorFlow CPU Peak Freq (Highest CPU Core Frequency) Monitor OpenBenchmarking.org Megahertz, More Is Better TensorFlow 2.10 CPU Peak Freq (Highest CPU Core Frequency) Monitor AVX-512 Off AVX-512 On AVX-512 On 512 900 1800 2700 3600 4500 Min: 4700 / Avg: 4768.97 / Max: 5300 Min: 3350 / Avg: 4727.85 / Max: 5303 Min: 3337 / Avg: 4721.84 / Max: 5300
TensorFlow CPU Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better TensorFlow 2.10 CPU Power Consumption Monitor AVX-512 Off AVX-512 On 512 AVX-512 On 40 80 120 160 200 Min: 12.55 / Avg: 176.58 / Max: 210.64 Min: 12.31 / Avg: 191.97 / Max: 247.16 Min: 6.72 / Avg: 192.97 / Max: 247.42
TensorFlow CPU Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better TensorFlow 2.10 CPU Temperature Monitor AVX-512 Off AVX-512 On AVX-512 On 512 20 40 60 80 100 Min: 39 / Avg: 71.84 / Max: 89 Min: 39 / Avg: 80.23 / Max: 100 Min: 41 / Avg: 80.63 / Max: 100
TensorFlow Device: CPU - Batch Size: 256 - Model: AlexNet OpenBenchmarking.org images/sec, More Is Better TensorFlow 2.10 Device: CPU - Batch Size: 256 - Model: AlexNet AVX-512 On AVX-512 On 512 AVX-512 Off 40 80 120 160 200 SE +/- 0.42, N = 3 SE +/- 0.22, N = 3 SE +/- 0.05, N = 3 163.87 163.09 117.43
TensorFlow Device: CPU - Batch Size: 256 - Model: AlexNet OpenBenchmarking.org images/sec Per Watt, More Is Better TensorFlow 2.10 Device: CPU - Batch Size: 256 - Model: AlexNet AVX-512 On 512 AVX-512 On AVX-512 Off 0.2048 0.4096 0.6144 0.8192 1.024 0.910 0.909 0.654
TensorFlow CPU Peak Freq (Highest CPU Core Frequency) Monitor OpenBenchmarking.org Megahertz, More Is Better TensorFlow 2.10 CPU Peak Freq (Highest CPU Core Frequency) Monitor AVX-512 On 512 AVX-512 On AVX-512 Off 900 1800 2700 3600 4500 Min: 4700 / Avg: 4756.54 / Max: 5300 Min: 4700 / Avg: 4754.47 / Max: 5300 Min: 4700 / Avg: 4741.91 / Max: 5300
TensorFlow CPU Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better TensorFlow 2.10 CPU Power Consumption Monitor AVX-512 On 512 AVX-512 Off AVX-512 On 40 80 120 160 200 Min: 12.27 / Avg: 179.14 / Max: 227.47 Min: 12.56 / Avg: 179.61 / Max: 210.75 Min: 12.49 / Avg: 180.37 / Max: 231.09
TensorFlow CPU Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better TensorFlow 2.10 CPU Temperature Monitor AVX-512 Off AVX-512 On 512 AVX-512 On 20 40 60 80 100 Min: 38 / Avg: 73.1 / Max: 85 Min: 39 / Avg: 75.03 / Max: 94 Min: 39 / Avg: 75.22 / Max: 88
TensorFlow Device: CPU - Batch Size: 256 - Model: GoogLeNet OpenBenchmarking.org images/sec, More Is Better TensorFlow 2.10 Device: CPU - Batch Size: 256 - Model: GoogLeNet AVX-512 On AVX-512 On 512 AVX-512 Off 15 30 45 60 75 SE +/- 0.11, N = 3 SE +/- 0.06, N = 3 SE +/- 0.02, N = 3 66.63 66.49 37.37
TensorFlow Device: CPU - Batch Size: 256 - Model: GoogLeNet OpenBenchmarking.org images/sec Per Watt, More Is Better TensorFlow 2.10 Device: CPU - Batch Size: 256 - Model: GoogLeNet AVX-512 On 512 AVX-512 On AVX-512 Off 0.0763 0.1526 0.2289 0.3052 0.3815 0.339 0.338 0.206
TensorFlow CPU Peak Freq (Highest CPU Core Frequency) Monitor OpenBenchmarking.org Megahertz, More Is Better TensorFlow 2.10 CPU Peak Freq (Highest CPU Core Frequency) Monitor AVX-512 Off AVX-512 On 512 AVX-512 On 900 1800 2700 3600 4500 Min: 4700 / Avg: 4745.56 / Max: 5300 Min: 3500 / Avg: 4736.16 / Max: 5300 Min: 3404 / Avg: 4735.04 / Max: 5312
TensorFlow CPU Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better TensorFlow 2.10 CPU Power Consumption Monitor AVX-512 Off AVX-512 On 512 AVX-512 On 40 80 120 160 200 Min: 12.37 / Avg: 181.53 / Max: 217.34 Min: 12.19 / Avg: 196.37 / Max: 222.3 Min: 12.45 / Avg: 196.85 / Max: 222.31
TensorFlow CPU Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better TensorFlow 2.10 CPU Temperature Monitor AVX-512 Off AVX-512 On 512 AVX-512 On 20 40 60 80 100 Min: 39 / Avg: 73.72 / Max: 88 Min: 39 / Avg: 80.86 / Max: 100 Min: 39 / Avg: 81.3 / Max: 99
TensorFlow Device: CPU - Batch Size: 512 - Model: AlexNet OpenBenchmarking.org images/sec, More Is Better TensorFlow 2.10 Device: CPU - Batch Size: 512 - Model: AlexNet AVX-512 On AVX-512 On 512 AVX-512 Off 40 80 120 160 200 SE +/- 0.14, N = 3 SE +/- 0.21, N = 3 SE +/- 0.09, N = 3 173.67 172.66 107.72
TensorFlow Device: CPU - Batch Size: 512 - Model: AlexNet OpenBenchmarking.org images/sec Per Watt, More Is Better TensorFlow 2.10 Device: CPU - Batch Size: 512 - Model: AlexNet AVX-512 On 512 AVX-512 On AVX-512 Off 0.207 0.414 0.621 0.828 1.035 0.920 0.920 0.594
TensorFlow CPU Peak Freq (Highest CPU Core Frequency) Monitor OpenBenchmarking.org Megahertz, More Is Better TensorFlow 2.10 CPU Peak Freq (Highest CPU Core Frequency) Monitor AVX-512 On 512 AVX-512 On AVX-512 Off 900 1800 2700 3600 4500 Min: 4700 / Avg: 4746.52 / Max: 5300 Min: 4700 / Avg: 4744.85 / Max: 5300 Min: 4700 / Avg: 4739.57 / Max: 5300
TensorFlow CPU Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better TensorFlow 2.10 CPU Power Consumption Monitor AVX-512 Off AVX-512 On 512 AVX-512 On 40 80 120 160 200 Min: 52.34 / Avg: 181.46 / Max: 234.98 Min: 12.1 / Avg: 187.51 / Max: 247.19 Min: 12.17 / Avg: 188.69 / Max: 244.78
TensorFlow CPU Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better TensorFlow 2.10 CPU Temperature Monitor AVX-512 Off AVX-512 On 512 AVX-512 On 20 40 60 80 100 Min: 54 / Avg: 74.43 / Max: 88 Min: 35 / Avg: 76.02 / Max: 93 Min: 35 / Avg: 76.2 / Max: 95
TensorFlow Device: CPU - Batch Size: 512 - Model: GoogLeNet OpenBenchmarking.org images/sec, More Is Better TensorFlow 2.10 Device: CPU - Batch Size: 512 - Model: GoogLeNet AVX-512 On AVX-512 On 512 AVX-512 Off 15 30 45 60 75 SE +/- 0.02, N = 3 SE +/- 0.03, N = 3 SE +/- 0.06, N = 3 67.68 67.67 33.92
TensorFlow Device: CPU - Batch Size: 512 - Model: GoogLeNet OpenBenchmarking.org images/sec Per Watt, More Is Better TensorFlow 2.10 Device: CPU - Batch Size: 512 - Model: GoogLeNet AVX-512 On AVX-512 On 512 AVX-512 Off 0.0767 0.1534 0.2301 0.3068 0.3835 0.341 0.339 0.188
TensorFlow CPU Peak Freq (Highest CPU Core Frequency) Monitor OpenBenchmarking.org Megahertz, More Is Better TensorFlow 2.10 CPU Peak Freq (Highest CPU Core Frequency) Monitor AVX-512 Off AVX-512 On AVX-512 On 512 900 1800 2700 3600 4500 Min: 4700 / Avg: 4746.31 / Max: 5300 Min: 3424 / Avg: 4724.5 / Max: 5302 Min: 3400 / Avg: 4717.76 / Max: 5300
TensorFlow CPU Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better TensorFlow 2.10 CPU Power Consumption Monitor AVX-512 Off AVX-512 On AVX-512 On 512 40 80 120 160 200 Min: 54.66 / Avg: 180.33 / Max: 219.82 Min: 12.18 / Avg: 198.72 / Max: 231.12 Min: 12.21 / Avg: 199.88 / Max: 233.13
TensorFlow CPU Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better TensorFlow 2.10 CPU Temperature Monitor AVX-512 Off AVX-512 On AVX-512 On 512 20 40 60 80 100 Min: 57 / Avg: 74.26 / Max: 89 Min: 39 / Avg: 81.43 / Max: 100 Min: 39 / Avg: 81.85 / Max: 100
TNN Target: CPU - Model: DenseNet OpenBenchmarking.org ms, Fewer Is Better TNN 0.3 Target: CPU - Model: DenseNet AVX-512 On 512 AVX-512 Off AVX-512 On 600 1200 1800 2400 3000 SE +/- 1.39, N = 3 SE +/- 0.35, N = 3 SE +/- 2.72, N = 3 2695.65 2703.56 2704.93 MIN: 2633.85 / MAX: 2768.47 -mno-avx512f - MIN: 2643.22 / MAX: 2776.22 MIN: 2642.6 / MAX: 2789.25 1. (CXX) g++ options: -O3 -march=native -fopenmp -pthread -fvisibility=hidden -fvisibility=default -rdynamic -ldl
TNN CPU Peak Freq (Highest CPU Core Frequency) Monitor OpenBenchmarking.org Megahertz, More Is Better TNN 0.3 CPU Peak Freq (Highest CPU Core Frequency) Monitor AVX-512 Off AVX-512 On AVX-512 On 512 900 1800 2700 3600 4500 Min: 4800 / Avg: 5120.83 / Max: 5304 Min: 4800 / Avg: 5103.01 / Max: 5306 Min: 4800 / Avg: 5095.33 / Max: 5300
TNN CPU Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better TNN 0.3 CPU Power Consumption Monitor AVX-512 Off AVX-512 On AVX-512 On 512 20 40 60 80 100 Min: 12.19 / Avg: 81.25 / Max: 91.18 Min: 12.03 / Avg: 81.72 / Max: 91.1 Min: 11.94 / Avg: 82.77 / Max: 92.94
TNN CPU Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better TNN 0.3 CPU Temperature Monitor AVX-512 Off AVX-512 On AVX-512 On 512 13 26 39 52 65 Min: 36 / Avg: 57.3 / Max: 67 Min: 36 / Avg: 57.79 / Max: 68 Min: 36 / Avg: 58.88 / Max: 69
TNN Target: CPU - Model: MobileNet v2 OpenBenchmarking.org ms, Fewer Is Better TNN 0.3 Target: CPU - Model: MobileNet v2 AVX-512 On 512 AVX-512 Off AVX-512 On 50 100 150 200 250 SE +/- 0.06, N = 3 SE +/- 0.28, N = 3 SE +/- 0.25, N = 3 240.41 241.31 245.95 MIN: 237.96 / MAX: 252.77 -mno-avx512f - MIN: 238.09 / MAX: 252.58 MIN: 242.61 / MAX: 266.39 1. (CXX) g++ options: -O3 -march=native -fopenmp -pthread -fvisibility=hidden -fvisibility=default -rdynamic -ldl
TNN CPU Peak Freq (Highest CPU Core Frequency) Monitor OpenBenchmarking.org Megahertz, More Is Better TNN 0.3 CPU Peak Freq (Highest CPU Core Frequency) Monitor AVX-512 Off AVX-512 On AVX-512 On 512 900 1800 2700 3600 4500 Min: 4800 / Avg: 5114.03 / Max: 5304 Min: 4800 / Avg: 5109.16 / Max: 5300 Min: 4800 / Avg: 5072.03 / Max: 5313
TNN CPU Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better TNN 0.3 CPU Power Consumption Monitor AVX-512 Off AVX-512 On AVX-512 On 512 15 30 45 60 75 Min: 11.9 / Avg: 60.65 / Max: 74.9 Min: 12.02 / Avg: 61.6 / Max: 74.53 Min: 12.01 / Avg: 62.39 / Max: 76.7
TNN CPU Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better TNN 0.3 CPU Temperature Monitor AVX-512 Off AVX-512 On AVX-512 On 512 13 26 39 52 65 Min: 33 / Avg: 51.92 / Max: 64 Min: 33 / Avg: 53.27 / Max: 64 Min: 35 / Avg: 53.49 / Max: 67
TNN Target: CPU - Model: SqueezeNet v1.1 OpenBenchmarking.org ms, Fewer Is Better TNN 0.3 Target: CPU - Model: SqueezeNet v1.1 AVX-512 On 512 AVX-512 Off AVX-512 On 50 100 150 200 250 SE +/- 0.09, N = 4 SE +/- 0.07, N = 4 SE +/- 0.08, N = 4 228.42 228.68 230.82 MIN: 227.09 / MAX: 230.26 -mno-avx512f - MIN: 227.32 / MAX: 231.38 MIN: 229.65 / MAX: 231.83 1. (CXX) g++ options: -O3 -march=native -fopenmp -pthread -fvisibility=hidden -fvisibility=default -rdynamic -ldl
TNN CPU Peak Freq (Highest CPU Core Frequency) Monitor OpenBenchmarking.org Megahertz, More Is Better TNN 0.3 CPU Peak Freq (Highest CPU Core Frequency) Monitor AVX-512 On AVX-512 On 512 AVX-512 Off 900 1800 2700 3600 4500 Min: 5100 / Avg: 5282.12 / Max: 5304 Min: 5099 / Avg: 5261.41 / Max: 5300 Min: 5100 / Avg: 5253.76 / Max: 5300
TNN CPU Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better TNN 0.3 CPU Power Consumption Monitor AVX-512 Off AVX-512 On 512 AVX-512 On 10 20 30 40 50 Min: 11.86 / Avg: 40.46 / Max: 48.51 Min: 11.78 / Avg: 41.5 / Max: 49.92 Min: 12 / Avg: 42.41 / Max: 50.81
TNN CPU Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better TNN 0.3 CPU Temperature Monitor AVX-512 Off AVX-512 On AVX-512 On 512 12 24 36 48 60 Min: 31 / Avg: 48.23 / Max: 58 Min: 31 / Avg: 48.98 / Max: 58 Min: 33 / Avg: 50.06 / Max: 61
TNN Target: CPU - Model: SqueezeNet v2 OpenBenchmarking.org ms, Fewer Is Better TNN 0.3 Target: CPU - Model: SqueezeNet v2 AVX-512 On 512 AVX-512 Off AVX-512 On 11 22 33 44 55 SE +/- 0.11, N = 9 SE +/- 0.17, N = 9 SE +/- 0.07, N = 9 45.68 46.36 47.19 MIN: 45.02 / MAX: 47.45 -mno-avx512f - MIN: 45.49 / MAX: 48.72 MIN: 46.52 / MAX: 48.8 1. (CXX) g++ options: -O3 -march=native -fopenmp -pthread -fvisibility=hidden -fvisibility=default -rdynamic -ldl
TNN CPU Peak Freq (Highest CPU Core Frequency) Monitor OpenBenchmarking.org Megahertz, More Is Better TNN 0.3 CPU Peak Freq (Highest CPU Core Frequency) Monitor AVX-512 On AVX-512 On 512 AVX-512 Off 900 1800 2700 3600 4500 Min: 5099 / Avg: 5219.48 / Max: 5310 Min: 5100 / Avg: 5205.02 / Max: 5305 Min: 5100 / Avg: 5198.88 / Max: 5304
TNN CPU Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better TNN 0.3 CPU Power Consumption Monitor AVX-512 Off AVX-512 On 512 AVX-512 On 12 24 36 48 60 Min: 11.84 / Avg: 31.17 / Max: 57.74 Min: 11.71 / Avg: 32.45 / Max: 58.4 Min: 11.88 / Avg: 32.54 / Max: 58.56
TNN CPU Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better TNN 0.3 CPU Temperature Monitor AVX-512 Off AVX-512 On AVX-512 On 512 13 26 39 52 65 Min: 30 / Avg: 44.53 / Max: 64 Min: 30 / Avg: 45.12 / Max: 64 Min: 32 / Avg: 46.23 / Max: 65
Xmrig Variant: Monero - Hash Count: 1M OpenBenchmarking.org H/s, More Is Better Xmrig 6.12.1 Variant: Monero - Hash Count: 1M AVX-512 Off AVX-512 On 512 AVX-512 On 500 1000 1500 2000 2500 SE +/- 6.72, N = 3 SE +/- 6.87, N = 3 SE +/- 3.33, N = 3 2256.1 2252.6 2239.5 -mno-avx512f 1. (CXX) g++ options: -O3 -march=native -fexceptions -fno-rtti -maes -Ofast -static-libgcc -static-libstdc++ -rdynamic -lssl -lcrypto -luv -lpthread -lrt -ldl -lhwloc
Xmrig Variant: Monero - Hash Count: 1M OpenBenchmarking.org H/s Per Watt, More Is Better Xmrig 6.12.1 Variant: Monero - Hash Count: 1M AVX-512 Off AVX-512 On AVX-512 On 512 4 8 12 16 20 16.68 16.08 12.40
Xmrig CPU Peak Freq (Highest CPU Core Frequency) Monitor OpenBenchmarking.org Megahertz, More Is Better Xmrig 6.12.1 CPU Peak Freq (Highest CPU Core Frequency) Monitor AVX-512 On AVX-512 Off AVX-512 On 512 900 1800 2700 3600 4500 Min: 4800 / Avg: 4803.31 / Max: 5300 Min: 4800 / Avg: 4803.2 / Max: 5300 Min: 4700 / Avg: 4704.64 / Max: 5245
Xmrig CPU Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better Xmrig 6.12.1 CPU Power Consumption Monitor AVX-512 Off AVX-512 On AVX-512 On 512 30 60 90 120 150 Min: 12.34 / Avg: 135.27 / Max: 150.47 Min: 12.42 / Avg: 139.26 / Max: 150.83 Min: 12.29 / Avg: 181.65 / Max: 184.85
Xmrig CPU Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better Xmrig 6.12.1 CPU Temperature Monitor AVX-512 Off AVX-512 On AVX-512 On 512 14 28 42 56 70 Min: 39 / Avg: 60.56 / Max: 63 Min: 39 / Avg: 61.9 / Max: 64 Min: 39 / Avg: 73.38 / Max: 75
Xmrig Variant: Wownero - Hash Count: 1M OpenBenchmarking.org H/s, More Is Better Xmrig 6.12.1 Variant: Wownero - Hash Count: 1M AVX-512 Off AVX-512 On 512 AVX-512 On 900 1800 2700 3600 4500 SE +/- 5.83, N = 3 SE +/- 21.46, N = 3 SE +/- 44.80, N = 3 4076.4 4075.5 4015.0 -mno-avx512f 1. (CXX) g++ options: -O3 -march=native -fexceptions -fno-rtti -maes -Ofast -static-libgcc -static-libstdc++ -rdynamic -lssl -lcrypto -luv -lpthread -lrt -ldl -lhwloc
Xmrig Variant: Wownero - Hash Count: 1M OpenBenchmarking.org H/s Per Watt, More Is Better Xmrig 6.12.1 Variant: Wownero - Hash Count: 1M AVX-512 Off AVX-512 On AVX-512 On 512 6 12 18 24 30 27.04 26.07 20.54
Xmrig CPU Peak Freq (Highest CPU Core Frequency) Monitor OpenBenchmarking.org Megahertz, More Is Better Xmrig 6.12.1 CPU Peak Freq (Highest CPU Core Frequency) Monitor AVX-512 On AVX-512 Off AVX-512 On 512 900 1800 2700 3600 4500 Min: 4800 / Avg: 4806.25 / Max: 5300 Min: 4800 / Avg: 4806.2 / Max: 5300 Min: 4700 / Avg: 4708.31 / Max: 5300
Xmrig CPU Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better Xmrig 6.12.1 CPU Power Consumption Monitor AVX-512 Off AVX-512 On AVX-512 On 512 40 80 120 160 200 Min: 12.39 / Avg: 150.74 / Max: 154.51 Min: 12.39 / Avg: 154.02 / Max: 158.84 Min: 12.43 / Avg: 198.43 / Max: 204.05
Xmrig CPU Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better Xmrig 6.12.1 CPU Temperature Monitor AVX-512 Off AVX-512 On AVX-512 On 512 15 30 45 60 75 Min: 37 / Avg: 64.76 / Max: 67 Min: 38 / Avg: 65.69 / Max: 68 Min: 42 / Avg: 77.84 / Max: 79
Phoronix Test Suite v10.8.4