AVX-512 Analysis AMD Ryzen 7 7840U testing with a PHX Ray_PEU (V1.04 BIOS) and AMD Phoenix1 512MB on Ubuntu 23.04 via the Phoronix Test Suite. AVX512 On: Processor: AMD Ryzen 7 7840U @ 3.30GHz (8 Cores / 16 Threads), Motherboard: PHX Ray_PEU (V1.04 BIOS), Chipset: AMD Device 14e8, Memory: 16GB, Disk: 1024GB Micron_3400_MTFDKBA1T0TFH, Graphics: AMD Phoenix1 512MB (2700/400MHz), Audio: AMD Rembrandt Radeon HD Audio, Network: MEDIATEK MT7922 802.11ax PCI OS: Ubuntu 23.04, Kernel: 6.2.0-24-generic (x86_64), Desktop: KDE Plasma 5.27.4, Display Server: X Server 1.21.1.7, OpenGL: 4.6 Mesa 23.0.2 (LLVM 15.0.7 DRM 3.49), Compiler: GCC 12.2.0, File-System: ext4, Screen Resolution: 3200x2000 CPU Temperature Monitor Phoronix Test Suite System Monitoring Celsius AVX512 On . MIN: 41 AVG: 69 MAX: 92 CPU Peak Freq (Highest CPU Core Frequency) Monitor Phoronix Test Suite System Monitoring Megahertz AVX512 On . MIN: 1283 AVG: 2908 MAX: 5117 CPU Power Consumption Monitor Phoronix Test Suite System Monitoring Watts AVX512 On . MIN: 1.2 AVG: 16.2 MAX: 30.8 miniBUDE 20210901 Implementation: OpenMP - Input Deck: BM1 Billion Interactions/s > Higher Is Better AVX512 On . 16.32 |============================================================ OpenVINO 2022.3 Model: Face Detection FP16 - Device: CPU FPS > Higher Is Better AVX512 On . 3.46 |============================================================= OpenVINO 2022.3 Model: Face Detection FP16-INT8 - Device: CPU FPS > Higher Is Better AVX512 On . 6.67 |============================================================= OpenVINO 2022.3 Model: Age Gender Recognition Retail 0013 FP16 - Device: CPU FPS > Higher Is Better AVX512 On . 9779.57 |========================================================== OpenVINO 2022.3 Model: Age Gender Recognition Retail 0013 FP16-INT8 - Device: CPU FPS > Higher Is Better AVX512 On . 5958.16 |========================================================== OpenVINO 2022.3 Model: Person Detection FP16 - Device: CPU FPS > Higher Is Better AVX512 On . 1.90 |============================================================= OpenVINO 2022.3 Model: Person Detection FP32 - Device: CPU FPS > Higher Is Better AVX512 On . 1.89 |============================================================= OpenVINO 2022.3 Model: Weld Porosity Detection FP16-INT8 - Device: CPU FPS > Higher Is Better AVX512 On . 678.09 |=========================================================== OpenVINO 2022.3 Model: Weld Porosity Detection FP16 - Device: CPU FPS > Higher Is Better AVX512 On . 353.25 |=========================================================== OpenVINO 2022.3 Model: Vehicle Detection FP16-INT8 - Device: CPU FPS > Higher Is Better AVX512 On . 396.56 |=========================================================== OpenVINO 2022.3 Model: Vehicle Detection FP16 - Device: CPU FPS > Higher Is Better AVX512 On . 185.83 |=========================================================== OpenVINO 2022.3 Model: Person Vehicle Bike Detection FP16 - Device: CPU FPS > Higher Is Better AVX512 On . 359.12 |=========================================================== OpenVINO 2022.3 Model: Machine Translation EN To DE FP16 - Device: CPU FPS > Higher Is Better AVX512 On . 38.32 |============================================================ Embree 4.1 Binary: Pathtracer ISPC - Model: Asian Dragon Frames Per Second > Higher Is Better AVX512 On . 10.00 |============================================================ Embree 4.1 Binary: Pathtracer ISPC - Model: Asian Dragon Obj Frames Per Second > Higher Is Better AVX512 On . 8.6081 |=========================================================== Embree 4.1 Binary: Pathtracer ISPC - Model: Crown Frames Per Second > Higher Is Better AVX512 On . 8.0523 |=========================================================== simdjson 2.0 Throughput Test: PartialTweets GB/s > Higher Is Better AVX512 On . 7.51 |============================================================= simdjson 2.0 Throughput Test: LargeRandom GB/s > Higher Is Better AVX512 On . 1.57 |============================================================= simdjson 2.0 Throughput Test: Kostya GB/s > Higher Is Better AVX512 On . 5.06 |============================================================= simdjson 2.0 Throughput Test: DistinctUserID GB/s > Higher Is Better AVX512 On . 8.78 |============================================================= simdjson 2.0 Throughput Test: TopTweet GB/s > Higher Is Better AVX512 On . 8.67 |============================================================= miniBUDE 20210901 Implementation: OpenMP - Input Deck: BM1 GFInst/s > Higher Is Better AVX512 On . 408.06 |=========================================================== libxsmm 2-1.17-3645 M N K: 64 GFLOPS/s > Higher Is Better AVX512 On . 168.4 |============================================================ Intel Open Image Denoise 2.0 Run: RT.hdr_alb_nrm.3840x2160 - Device: CPU-Only Images / Sec > Higher Is Better AVX512 On . 0.27 |============================================================= Intel Open Image Denoise 2.0 Run: RT.ldr_alb_nrm.3840x2160 - Device: CPU-Only Images / Sec > Higher Is Better AVX512 On . 0.27 |============================================================= Intel Open Image Denoise 2.0 Run: RTLightmap.hdr.4096x4096 - Device: CPU-Only Images / Sec > Higher Is Better AVX512 On . 0.13 |============================================================= TensorFlow 2.12 Device: CPU - Batch Size: 16 - Model: ResNet-50 images/sec > Higher Is Better AVX512 On . 17.93 |============================================================ TensorFlow 2.12 Device: CPU - Batch Size: 16 - Model: AlexNet images/sec > Higher Is Better AVX512 On . 80.01 |============================================================ TensorFlow 2.12 Device: CPU - Batch Size: 16 - Model: GoogLeNet images/sec > Higher Is Better AVX512 On . 55.12 |============================================================ TensorFlow 2.12 Device: CPU - Batch Size: 64 - Model: ResNet-50 images/sec > Higher Is Better AVX512 On . 16.75 |============================================================ TensorFlow 2.12 Device: CPU - Batch Size: 64 - Model: AlexNet images/sec > Higher Is Better AVX512 On . 114.81 |=========================================================== TensorFlow 2.12 Device: CPU - Batch Size: 64 - Model: GoogLeNet images/sec > Higher Is Better AVX512 On . 48.14 |============================================================ OpenVKL 1.3.1 Benchmark: vklBenchmark ISPC Items / Sec > Higher Is Better AVX512 On . 112 |============================================================== OSPRay 2.12 Benchmark: gravity_spheres_volume/dim_512/ao/real_time Items Per Second > Higher Is Better AVX512 On . 2.15093 |========================================================== OSPRay 2.12 Benchmark: gravity_spheres_volume/dim_512/scivis/real_time Items Per Second > Higher Is Better AVX512 On . 2.11043 |========================================================== OSPRay 2.12 Benchmark: gravity_spheres_volume/dim_512/pathtracer/real_time Items Per Second > Higher Is Better AVX512 On . 2.63644 |========================================================== OSPRay 2.12 Benchmark: particle_volume/pathtracer/real_time Items Per Second > Higher Is Better AVX512 On . 105.36 |=========================================================== Cpuminer-Opt 3.20.3 Algorithm: scrypt kH/s > Higher Is Better AVX512 On . 175.30 |=========================================================== Cpuminer-Opt 3.20.3 Algorithm: Quad SHA-256, Pyrite kH/s > Higher Is Better AVX512 On . 96877 |============================================================ Cpuminer-Opt 3.20.3 Algorithm: Myriad-Groestl kH/s > Higher Is Better AVX512 On . 28233 |============================================================ Cpuminer-Opt 3.20.3 Algorithm: Magi kH/s > Higher Is Better AVX512 On . 369.97 |=========================================================== Cpuminer-Opt 3.20.3 Algorithm: Blake-2 S kH/s > Higher Is Better AVX512 On . 564430 |=========================================================== Cpuminer-Opt 3.20.3 Algorithm: x25x kH/s > Higher Is Better AVX512 On . 396.50 |=========================================================== Cpuminer-Opt 3.20.3 Algorithm: Garlicoin kH/s > Higher Is Better AVX512 On . 2955.63 |========================================================== Cpuminer-Opt 3.20.3 Algorithm: Skeincoin kH/s > Higher Is Better AVX512 On . 81859 |============================================================ Cpuminer-Opt 3.20.3 Algorithm: LBC, LBRY Credits kH/s > Higher Is Better AVX512 On . 44517 |============================================================ LeelaChessZero 0.28 CPU Peak Freq (Highest CPU Core Frequency) Monitor Megahertz > Higher Is Better AVX512 On . MIN: 1397 AVG: 2719 MAX: 5089 Embree 4.1 CPU Peak Freq (Highest CPU Core Frequency) Monitor Megahertz > Higher Is Better AVX512 On . MIN: 1600 AVG: 2544 MAX: 4242 Embree 4.1 CPU Peak Freq (Highest CPU Core Frequency) Monitor Megahertz > Higher Is Better AVX512 On . MIN: 1397 AVG: 2744 MAX: 5115 Embree 4.1 CPU Peak Freq (Highest CPU Core Frequency) Monitor Megahertz > Higher Is Better AVX512 On . MIN: 1600 AVG: 2463 MAX: 5115 simdjson 2.0 CPU Peak Freq (Highest CPU Core Frequency) Monitor Megahertz > Higher Is Better AVX512 On . MIN: 1600 AVG: 4688 MAX: 5115 simdjson 2.0 CPU Peak Freq (Highest CPU Core Frequency) Monitor Megahertz > Higher Is Better AVX512 On . MIN: 1600 AVG: 4741 MAX: 5115 simdjson 2.0 CPU Peak Freq (Highest CPU Core Frequency) Monitor Megahertz > Higher Is Better AVX512 On . MIN: 1600 AVG: 4833 MAX: 5090 simdjson 2.0 CPU Peak Freq (Highest CPU Core Frequency) Monitor Megahertz > Higher Is Better AVX512 On . MIN: 1600 AVG: 4675 MAX: 5006 simdjson 2.0 CPU Peak Freq (Highest CPU Core Frequency) Monitor Megahertz > Higher Is Better AVX512 On . MIN: 1600 AVG: 4684 MAX: 4993 OpenVKL 1.3.1 CPU Peak Freq (Highest CPU Core Frequency) Monitor Megahertz > Higher Is Better AVX512 On . MIN: 1600 AVG: 3165 MAX: 5115 Intel Open Image Denoise 2.0 CPU Peak Freq (Highest CPU Core Frequency) Monitor Megahertz > Higher Is Better AVX512 On . MIN: 1600 AVG: 2795 MAX: 4665 Intel Open Image Denoise 2.0 CPU Peak Freq (Highest CPU Core Frequency) Monitor Megahertz > Higher Is Better AVX512 On . MIN: 1600 AVG: 2899 MAX: 5062 Intel Open Image Denoise 2.0 CPU Peak Freq (Highest CPU Core Frequency) Monitor Megahertz > Higher Is Better AVX512 On . MIN: 1600 AVG: 2819 MAX: 5091 OSPRay 2.12 CPU Peak Freq (Highest CPU Core Frequency) Monitor Megahertz > Higher Is Better AVX512 On . MIN: 1600 AVG: 3038 MAX: 5059 OSPRay 2.12 CPU Peak Freq (Highest CPU Core Frequency) Monitor Megahertz > Higher Is Better AVX512 On . MIN: 1600 AVG: 3071 MAX: 5066 OSPRay 2.12 CPU Peak Freq (Highest CPU Core Frequency) Monitor Megahertz > Higher Is Better AVX512 On . MIN: 1600 AVG: 3064 MAX: 5090 OSPRay 2.12 CPU Peak Freq (Highest CPU Core Frequency) Monitor Megahertz > Higher Is Better AVX512 On . MIN: 1600 AVG: 3310 MAX: 4040 OSPRay Studio 0.11 CPU Peak Freq (Highest CPU Core Frequency) Monitor Megahertz > Higher Is Better AVX512 On . MIN: 1397 AVG: 2803 MAX: 5090 OSPRay Studio 0.11 CPU Peak Freq (Highest CPU Core Frequency) Monitor Megahertz > Higher Is Better AVX512 On . MIN: 1397 AVG: 2783 MAX: 5080 OSPRay Studio 0.11 CPU Peak Freq (Highest CPU Core Frequency) Monitor Megahertz > Higher Is Better AVX512 On . MIN: 1600 AVG: 2894 MAX: 5066 OSPRay Studio 0.11 CPU Peak Freq (Highest CPU Core Frequency) Monitor Megahertz > Higher Is Better AVX512 On . MIN: 1397 AVG: 2586 MAX: 5114 OSPRay Studio 0.11 CPU Peak Freq (Highest CPU Core Frequency) Monitor Megahertz > Higher Is Better AVX512 On . MIN: 1600 AVG: 2713 MAX: 5090 OSPRay Studio 0.11 CPU Peak Freq (Highest CPU Core Frequency) Monitor Megahertz > Higher Is Better AVX512 On . MIN: 1397 AVG: 2748 MAX: 5115 OSPRay Studio 0.11 CPU Peak Freq (Highest CPU Core Frequency) Monitor Megahertz > Higher Is Better AVX512 On . MIN: 1600 AVG: 2824 MAX: 5066 OSPRay Studio 0.11 CPU Peak Freq (Highest CPU Core Frequency) Monitor Megahertz > Higher Is Better AVX512 On . MIN: 1283 AVG: 2567 MAX: 5065 oneDNN 3.1 CPU Peak Freq (Highest CPU Core Frequency) Monitor Megahertz > Higher Is Better AVX512 On . MIN: 1600 AVG: 3093 MAX: 4714 oneDNN 3.1 CPU Peak Freq (Highest CPU Core Frequency) Monitor Megahertz > Higher Is Better AVX512 On . MIN: 1600 AVG: 2963 MAX: 3399 oneDNN 3.1 CPU Peak Freq (Highest CPU Core Frequency) Monitor Megahertz > Higher Is Better AVX512 On . MIN: 1600 AVG: 3095 MAX: 3556 oneDNN 3.1 CPU Peak Freq (Highest CPU Core Frequency) Monitor Megahertz > Higher Is Better AVX512 On . MIN: 1384 AVG: 2715 MAX: 5051 oneDNN 3.1 CPU Peak Freq (Highest CPU Core Frequency) Monitor Megahertz > Higher Is Better AVX512 On . MIN: 1600 AVG: 2650 MAX: 4841 Cpuminer-Opt 3.20.3 CPU Peak Freq (Highest CPU Core Frequency) Monitor Megahertz > Higher Is Better AVX512 On . MIN: 1600 AVG: 2824 MAX: 3676 Cpuminer-Opt 3.20.3 CPU Peak Freq (Highest CPU Core Frequency) Monitor Megahertz > Higher Is Better AVX512 On . MIN: 1600 AVG: 3154 MAX: 3718 Cpuminer-Opt 3.20.3 CPU Peak Freq (Highest CPU Core Frequency) Monitor Megahertz > Higher Is Better AVX512 On . MIN: 1600 AVG: 3259 MAX: 3772 Cpuminer-Opt 3.20.3 CPU Peak Freq (Highest CPU Core Frequency) Monitor Megahertz > Higher Is Better AVX512 On . MIN: 1600 AVG: 3333 MAX: 3768 Cpuminer-Opt 3.20.3 CPU Peak Freq (Highest CPU Core Frequency) Monitor Megahertz > Higher Is Better AVX512 On . MIN: 1600 AVG: 3271 MAX: 3716 Cpuminer-Opt 3.20.3 CPU Peak Freq (Highest CPU Core Frequency) Monitor Megahertz > Higher Is Better AVX512 On . MIN: 1600 AVG: 3339 MAX: 3774 Cpuminer-Opt 3.20.3 CPU Peak Freq (Highest CPU Core Frequency) Monitor Megahertz > Higher Is Better AVX512 On . MIN: 1600 AVG: 3218 MAX: 3651 Cpuminer-Opt 3.20.3 CPU Peak Freq (Highest CPU Core Frequency) Monitor Megahertz > Higher Is Better AVX512 On . MIN: 1600 AVG: 3084 MAX: 4682 Cpuminer-Opt 3.20.3 CPU Peak Freq (Highest CPU Core Frequency) Monitor Megahertz > Higher Is Better AVX512 On . MIN: 1398 AVG: 3087 MAX: 3627 OpenVINO 2022.3 CPU Peak Freq (Highest CPU Core Frequency) Monitor Megahertz > Higher Is Better AVX512 On . MIN: 1397 AVG: 2493 MAX: 5114 OpenVINO 2022.3 CPU Peak Freq (Highest CPU Core Frequency) Monitor Megahertz > Higher Is Better AVX512 On . MIN: 1600 AVG: 2504 MAX: 5114 OpenVINO 2022.3 CPU Peak Freq (Highest CPU Core Frequency) Monitor Megahertz > Higher Is Better AVX512 On . MIN: 1600 AVG: 2390 MAX: 3392 OpenVINO 2022.3 CPU Peak Freq (Highest CPU Core Frequency) Monitor Megahertz > Higher Is Better AVX512 On . MIN: 1600 AVG: 2489 MAX: 3693 OpenVINO 2022.3 CPU Peak Freq (Highest CPU Core Frequency) Monitor Megahertz > Higher Is Better AVX512 On . MIN: 1600 AVG: 2603 MAX: 5090 OpenVINO 2022.3 CPU Peak Freq (Highest CPU Core Frequency) Monitor Megahertz > Higher Is Better AVX512 On . MIN: 1397 AVG: 2559 MAX: 5054 OpenVINO 2022.3 CPU Peak Freq (Highest CPU Core Frequency) Monitor Megahertz > Higher Is Better AVX512 On . MIN: 1397 AVG: 2482 MAX: 3493 OpenVINO 2022.3 CPU Peak Freq (Highest CPU Core Frequency) Monitor Megahertz > Higher Is Better AVX512 On . MIN: 1600 AVG: 2556 MAX: 3454 OpenVINO 2022.3 CPU Peak Freq (Highest CPU Core Frequency) Monitor Megahertz > Higher Is Better AVX512 On . MIN: 1600 AVG: 2593 MAX: 5098 OpenVINO 2022.3 CPU Peak Freq (Highest CPU Core Frequency) Monitor Megahertz > Higher Is Better AVX512 On . MIN: 1397 AVG: 2455 MAX: 4287 OpenVINO 2022.3 CPU Peak Freq (Highest CPU Core Frequency) Monitor Megahertz > Higher Is Better AVX512 On . MIN: 1600 AVG: 2511 MAX: 3698 OpenVINO 2022.3 CPU Peak Freq (Highest CPU Core Frequency) Monitor Megahertz > Higher Is Better AVX512 On . MIN: 1600 AVG: 2587 MAX: 5039 miniBUDE 20210901 CPU Peak Freq (Highest CPU Core Frequency) Monitor Megahertz > Higher Is Better AVX512 On . MIN: 1600 AVG: 3001 MAX: 4171 libxsmm 2-1.17-3645 CPU Peak Freq (Highest CPU Core Frequency) Monitor Megahertz > Higher Is Better AVX512 On . MIN: 1600 AVG: 2850 MAX: 4426 TensorFlow 2.12 CPU Peak Freq (Highest CPU Core Frequency) Monitor Megahertz > Higher Is Better AVX512 On . MIN: 1600 AVG: 2845 MAX: 5115 TensorFlow 2.12 CPU Peak Freq (Highest CPU Core Frequency) Monitor Megahertz > Higher Is Better AVX512 On . MIN: 1600 AVG: 3352 MAX: 5059 TensorFlow 2.12 CPU Peak Freq (Highest CPU Core Frequency) Monitor Megahertz > Higher Is Better AVX512 On . MIN: 1600 AVG: 3034 MAX: 5115 TensorFlow 2.12 CPU Peak Freq (Highest CPU Core Frequency) Monitor Megahertz > Higher Is Better AVX512 On . MIN: 1397 AVG: 2439 MAX: 5115 TensorFlow 2.12 CPU Peak Freq (Highest CPU Core Frequency) Monitor Megahertz > Higher Is Better AVX512 On . MIN: 1600 AVG: 2851 MAX: 5114 TensorFlow 2.12 CPU Peak Freq (Highest CPU Core Frequency) Monitor Megahertz > Higher Is Better AVX512 On . MIN: 1397 AVG: 2470 MAX: 5115 SMHasher 2022-08-22 Hash: FarmHash32 x86_64 AVX MiB/sec > Higher Is Better AVX512 On . 40035.15 |========================================================= LeelaChessZero 0.28 Backend: Eigen Nodes Per Second > Higher Is Better AVX512 On . 567 |============================================================== LeelaChessZero 0.28 CPU Temperature Monitor Celsius < Lower Is Better AVX512 On . MIN: 52 AVG: 66 MAX: 79 Embree 4.1 CPU Temperature Monitor Celsius < Lower Is Better AVX512 On . MIN: 52.1 AVG: 63.7 MAX: 66.4 Embree 4.1 CPU Temperature Monitor Celsius < Lower Is Better AVX512 On . MIN: 52 AVG: 66 MAX: 89 Embree 4.1 CPU Temperature Monitor Celsius < Lower Is Better AVX512 On . MIN: 52.9 AVG: 65.0 MAX: 67.0 simdjson 2.0 CPU Temperature Monitor Celsius < Lower Is Better AVX512 On . MIN: 53 AVG: 87 MAX: 90 simdjson 2.0 CPU Temperature Monitor Celsius < Lower Is Better AVX512 On . MIN: 50 AVG: 88 MAX: 91 simdjson 2.0 CPU Temperature Monitor Celsius < Lower Is Better AVX512 On . MIN: 51 AVG: 89 MAX: 90 simdjson 2.0 CPU Temperature Monitor Celsius < Lower Is Better AVX512 On . MIN: 52 AVG: 88 MAX: 90 simdjson 2.0 CPU Temperature Monitor Celsius < Lower Is Better AVX512 On . MIN: 51 AVG: 87 MAX: 90 OpenVKL 1.3.1 CPU Temperature Monitor Celsius < Lower Is Better AVX512 On . MIN: 51 AVG: 69 MAX: 92 Intel Open Image Denoise 2.0 CPU Temperature Monitor Celsius < Lower Is Better AVX512 On . MIN: 52.8 AVG: 67.3 MAX: 70.0 Intel Open Image Denoise 2.0 CPU Temperature Monitor Celsius < Lower Is Better AVX512 On . MIN: 53.3 AVG: 68.2 MAX: 70.4 Intel Open Image Denoise 2.0 CPU Temperature Monitor Celsius < Lower Is Better AVX512 On . MIN: 53.5 AVG: 68.4 MAX: 69.9 OSPRay 2.12 CPU Temperature Monitor Celsius < Lower Is Better AVX512 On . MIN: 54 AVG: 69 MAX: 84 OSPRay 2.12 CPU Temperature Monitor Celsius < Lower Is Better AVX512 On . MIN: 54 AVG: 71 MAX: 83 OSPRay 2.12 CPU Temperature Monitor Celsius < Lower Is Better AVX512 On . MIN: 54 AVG: 72 MAX: 84 OSPRay 2.12 CPU Temperature Monitor Celsius < Lower Is Better AVX512 On . MIN: 54 AVG: 74 MAX: 78 OSPRay Studio 0.11 CPU Temperature Monitor Celsius < Lower Is Better AVX512 On . MIN: 54 AVG: 71 MAX: 92 OSPRay Studio 0.11 CPU Temperature Monitor Celsius < Lower Is Better AVX512 On . MIN: 54 AVG: 69 MAX: 92 OSPRay Studio 0.11 CPU Temperature Monitor Celsius < Lower Is Better AVX512 On . MIN: 54 AVG: 70 MAX: 92 OSPRay Studio 0.11 CPU Temperature Monitor Celsius < Lower Is Better AVX512 On . MIN: 53 AVG: 68 MAX: 92 OSPRay Studio 0.11 CPU Temperature Monitor Celsius < Lower Is Better AVX512 On . MIN: 53 AVG: 68 MAX: 92 OSPRay Studio 0.11 CPU Temperature Monitor Celsius < Lower Is Better AVX512 On . MIN: 52 AVG: 68 MAX: 92 OSPRay Studio 0.11 CPU Temperature Monitor Celsius < Lower Is Better AVX512 On . MIN: 53 AVG: 69 MAX: 92 OSPRay Studio 0.11 CPU Temperature Monitor Celsius < Lower Is Better AVX512 On . MIN: 53 AVG: 67 MAX: 92 oneDNN 3.1 CPU Temperature Monitor Celsius < Lower Is Better AVX512 On . MIN: 49.8 AVG: 65.7 MAX: 75.6 oneDNN 3.1 CPU Temperature Monitor Celsius < Lower Is Better AVX512 On . MIN: 51.4 AVG: 58.8 MAX: 64.0 oneDNN 3.1 CPU Temperature Monitor Celsius < Lower Is Better AVX512 On . MIN: 48.3 AVG: 67.7 MAX: 75.0 oneDNN 3.1 CPU Temperature Monitor Celsius < Lower Is Better AVX512 On . MIN: 52 AVG: 71 MAX: 84 oneDNN 3.1 CPU Temperature Monitor Celsius < Lower Is Better AVX512 On . MIN: 54 AVG: 69 MAX: 81 Cpuminer-Opt 3.20.3 CPU Temperature Monitor Celsius < Lower Is Better AVX512 On . MIN: 52.9 AVG: 66.2 MAX: 69.5 Cpuminer-Opt 3.20.3 CPU Temperature Monitor Celsius < Lower Is Better AVX512 On . MIN: 53.3 AVG: 70.4 MAX: 74.5 Cpuminer-Opt 3.20.3 CPU Temperature Monitor Celsius < Lower Is Better AVX512 On . MIN: 54.0 AVG: 71.6 MAX: 76.0 Cpuminer-Opt 3.20.3 CPU Temperature Monitor Celsius < Lower Is Better AVX512 On . MIN: 54 AVG: 75 MAX: 80 Cpuminer-Opt 3.20.3 CPU Temperature Monitor Celsius < Lower Is Better AVX512 On . MIN: 55 AVG: 73 MAX: 77 Cpuminer-Opt 3.20.3 CPU Temperature Monitor Celsius < Lower Is Better AVX512 On . MIN: 55 AVG: 76 MAX: 82 Cpuminer-Opt 3.20.3 CPU Temperature Monitor Celsius < Lower Is Better AVX512 On . MIN: 55 AVG: 74 MAX: 78 Cpuminer-Opt 3.20.3 CPU Temperature Monitor Celsius < Lower Is Better AVX512 On . MIN: 55 AVG: 74 MAX: 78 Cpuminer-Opt 3.20.3 CPU Temperature Monitor Celsius < Lower Is Better AVX512 On . MIN: 55.1 AVG: 71.8 MAX: 75.6 OpenVINO 2022.3 CPU Temperature Monitor Celsius < Lower Is Better AVX512 On . MIN: 55 AVG: 69 MAX: 85 OpenVINO 2022.3 CPU Temperature Monitor Celsius < Lower Is Better AVX512 On . MIN: 52 AVG: 66 MAX: 78 OpenVINO 2022.3 CPU Temperature Monitor Celsius < Lower Is Better AVX512 On . MIN: 52.4 AVG: 65.9 MAX: 68.1 OpenVINO 2022.3 CPU Temperature Monitor Celsius < Lower Is Better AVX512 On . MIN: 53.1 AVG: 66.3 MAX: 68.6 OpenVINO 2022.3 CPU Temperature Monitor Celsius < Lower Is Better AVX512 On . MIN: 53 AVG: 68 MAX: 78 OpenVINO 2022.3 CPU Temperature Monitor Celsius < Lower Is Better AVX512 On . MIN: 53 AVG: 68 MAX: 78 OpenVINO 2022.3 CPU Temperature Monitor Celsius < Lower Is Better AVX512 On . MIN: 52.6 AVG: 66.6 MAX: 68.9 OpenVINO 2022.3 CPU Temperature Monitor Celsius < Lower Is Better AVX512 On . MIN: 53.4 AVG: 68.0 MAX: 69.9 OpenVINO 2022.3 CPU Temperature Monitor Celsius < Lower Is Better AVX512 On . MIN: 53.0 AVG: 67.8 MAX: 70.0 OpenVINO 2022.3 CPU Temperature Monitor Celsius < Lower Is Better AVX512 On . MIN: 53.9 AVG: 64.3 MAX: 68.5 OpenVINO 2022.3 CPU Temperature Monitor Celsius < Lower Is Better AVX512 On . MIN: 52.0 AVG: 64.5 MAX: 69.4 OpenVINO 2022.3 CPU Temperature Monitor Celsius < Lower Is Better AVX512 On . MIN: 52.1 AVG: 65.7 MAX: 72.1 miniBUDE 20210901 CPU Temperature Monitor Celsius < Lower Is Better AVX512 On . MIN: 52.6 AVG: 66.9 MAX: 70.3 libxsmm 2-1.17-3645 CPU Temperature Monitor Celsius < Lower Is Better AVX512 On . MIN: 55.6 AVG: 68.5 MAX: 71.0 TensorFlow 2.12 CPU Temperature Monitor Celsius < Lower Is Better AVX512 On . MIN: 54 AVG: 68 MAX: 86 TensorFlow 2.12 CPU Temperature Monitor Celsius < Lower Is Better AVX512 On . MIN: 53.6 AVG: 65.7 MAX: 76.5 TensorFlow 2.12 CPU Temperature Monitor Celsius < Lower Is Better AVX512 On . MIN: 52 AVG: 68 MAX: 83 TensorFlow 2.12 CPU Temperature Monitor Celsius < Lower Is Better AVX512 On . MIN: 53 AVG: 65 MAX: 85 TensorFlow 2.12 CPU Temperature Monitor Celsius < Lower Is Better AVX512 On . MIN: 52.0 AVG: 64.0 MAX: 75.5 TensorFlow 2.12 CPU Temperature Monitor Celsius < Lower Is Better AVX512 On . MIN: 52 AVG: 64 MAX: 81 SMHasher 2022-08-22 Hash: FarmHash32 x86_64 AVX cycles/hash < Lower Is Better AVX512 On . 26.39 |============================================================ OSPRay Studio 0.11 Camera: 1 - Resolution: 1080p - Samples Per Pixel: 1 - Renderer: Path Tracer ms < Lower Is Better AVX512 On . 3869 |============================================================= OSPRay Studio 0.11 Camera: 1 - Resolution: 1080p - Samples Per Pixel: 32 - Renderer: Path Tracer ms < Lower Is Better AVX512 On . 129296 |=========================================================== OSPRay Studio 0.11 Camera: 1 - Resolution: 4K - Samples Per Pixel: 1 - Renderer: Path Tracer ms < Lower Is Better AVX512 On . 15324 |============================================================ OSPRay Studio 0.11 Camera: 1 - Resolution: 4K - Samples Per Pixel: 32 - Renderer: Path Tracer ms < Lower Is Better AVX512 On . 511935 |=========================================================== OSPRay Studio 0.11 Camera: 3 - Resolution: 1080p - Samples Per Pixel: 1 - Renderer: Path Tracer ms < Lower Is Better AVX512 On . 4801 |============================================================= OSPRay Studio 0.11 Camera: 3 - Resolution: 1080p - Samples Per Pixel: 32 - Renderer: Path Tracer ms < Lower Is Better AVX512 On . 154509 |=========================================================== OSPRay Studio 0.11 Camera: 3 - Resolution: 4K - Samples Per Pixel: 1 - Renderer: Path Tracer ms < Lower Is Better AVX512 On . 18703 |============================================================ OSPRay Studio 0.11 Camera: 3 - Resolution: 4K - Samples Per Pixel: 32 - Renderer: Path Tracer ms < Lower Is Better AVX512 On . 614869 |=========================================================== oneDNN 3.1 Harness: Deconvolution Batch shapes_1d - Data Type: u8s8f32 - Engine: CPU ms < Lower Is Better AVX512 On . 1.40812 |========================================================== oneDNN 3.1 Harness: Deconvolution Batch shapes_3d - Data Type: u8s8f32 - Engine: CPU ms < Lower Is Better AVX512 On . 1.58666 |========================================================== oneDNN 3.1 Harness: IP Shapes 1D - Data Type: u8s8f32 - Engine: CPU ms < Lower Is Better AVX512 On . 0.937257 |========================================================= oneDNN 3.1 Harness: Recurrent Neural Network Training - Data Type: u8s8f32 - Engine: CPU ms < Lower Is Better AVX512 On . 4281.31 |========================================================== oneDNN 3.1 Harness: Recurrent Neural Network Inference - Data Type: u8s8f32 - Engine: CPU ms < Lower Is Better AVX512 On . 2234.12 |========================================================== OpenVINO 2022.3 Model: Face Detection FP16 - Device: CPU ms < Lower Is Better AVX512 On . 1160.98 |========================================================== OpenVINO 2022.3 Model: Face Detection FP16-INT8 - Device: CPU ms < Lower Is Better AVX512 On . 599.11 |=========================================================== OpenVINO 2022.3 Model: Age Gender Recognition Retail 0013 FP16 - Device: CPU ms < Lower Is Better AVX512 On . 0.81 |============================================================= OpenVINO 2022.3 Model: Age Gender Recognition Retail 0013 FP16-INT8 - Device: CPU ms < Lower Is Better AVX512 On . 1.33 |============================================================= OpenVINO 2022.3 Model: Person Detection FP16 - Device: CPU ms < Lower Is Better AVX512 On . 2097.52 |========================================================== OpenVINO 2022.3 Model: Person Detection FP32 - Device: CPU ms < Lower Is Better AVX512 On . 2108.54 |========================================================== OpenVINO 2022.3 Model: Weld Porosity Detection FP16-INT8 - Device: CPU ms < Lower Is Better AVX512 On . 11.76 |============================================================ OpenVINO 2022.3 Model: Weld Porosity Detection FP16 - Device: CPU ms < Lower Is Better AVX512 On . 11.30 |============================================================ OpenVINO 2022.3 Model: Vehicle Detection FP16-INT8 - Device: CPU ms < Lower Is Better AVX512 On . 10.07 |============================================================ OpenVINO 2022.3 Model: Vehicle Detection FP16 - Device: CPU ms < Lower Is Better AVX512 On . 21.52 |============================================================ OpenVINO 2022.3 Model: Person Vehicle Bike Detection FP16 - Device: CPU ms < Lower Is Better AVX512 On . 11.12 |============================================================ OpenVINO 2022.3 Model: Machine Translation EN To DE FP16 - Device: CPU ms < Lower Is Better AVX512 On . 104.35 |=========================================================== LeelaChessZero 0.28 CPU Power Consumption Monitor Watts < Lower Is Better AVX512 On . MIN: 1.4 AVG: 15.5 MAX: 22.8 Embree 4.1 CPU Power Consumption Monitor Watts < Lower Is Better AVX512 On . MIN: 2.3 AVG: 15.7 MAX: 22.1 Embree 4.1 CPU Power Consumption Monitor Watts < Lower Is Better AVX512 On . MIN: 1.5 AVG: 16.0 MAX: 17.7 Embree 4.1 CPU Power Consumption Monitor Watts < Lower Is Better AVX512 On . MIN: 2.4 AVG: 16.2 MAX: 25.1 simdjson 2.0 CPU Power Consumption Monitor Watts < Lower Is Better AVX512 On . MIN: 1.3 AVG: 16.3 MAX: 19.3 simdjson 2.0 CPU Power Consumption Monitor Watts < Lower Is Better AVX512 On . MIN: 2.3 AVG: 16.7 MAX: 18.3 simdjson 2.0 CPU Power Consumption Monitor Watts < Lower Is Better AVX512 On . MIN: 2.3 AVG: 17.5 MAX: 19.3 simdjson 2.0 CPU Power Consumption Monitor Watts < Lower Is Better AVX512 On . MIN: 2.4 AVG: 16.5 MAX: 19.2 simdjson 2.0 CPU Power Consumption Monitor Watts < Lower Is Better AVX512 On . MIN: 2.2 AVG: 16.5 MAX: 19.1 OpenVKL 1.3.1 CPU Power Consumption Monitor Watts < Lower Is Better AVX512 On . MIN: 2.2 AVG: 16.3 MAX: 27.8 Intel Open Image Denoise 2.0 CPU Power Consumption Monitor Watts < Lower Is Better AVX512 On . MIN: 2.3 AVG: 17.0 MAX: 21.8 Intel Open Image Denoise 2.0 CPU Power Consumption Monitor Watts < Lower Is Better AVX512 On . MIN: 2.3 AVG: 17.5 MAX: 26.1 Intel Open Image Denoise 2.0 CPU Power Consumption Monitor Watts < Lower Is Better AVX512 On . MIN: 2.4 AVG: 17.3 MAX: 25.5 OSPRay 2.12 CPU Power Consumption Monitor Watts < Lower Is Better AVX512 On . MIN: 2.4 AVG: 17.0 MAX: 21.2 OSPRay 2.12 CPU Power Consumption Monitor Watts < Lower Is Better AVX512 On . MIN: 2.4 AVG: 18.0 MAX: 21.1 OSPRay 2.12 CPU Power Consumption Monitor Watts < Lower Is Better AVX512 On . MIN: 2.4 AVG: 18.3 MAX: 22.1 OSPRay 2.12 CPU Power Consumption Monitor Watts < Lower Is Better AVX512 On . MIN: 2.5 AVG: 19.8 MAX: 27.5 OSPRay Studio 0.11 CPU Power Consumption Monitor Watts < Lower Is Better AVX512 On . MIN: 2.4 AVG: 17.3 MAX: 23.3 OSPRay Studio 0.11 CPU Power Consumption Monitor Watts < Lower Is Better AVX512 On . MIN: 2.3 AVG: 17.0 MAX: 19.4 OSPRay Studio 0.11 CPU Power Consumption Monitor Watts < Lower Is Better AVX512 On . MIN: 2.4 AVG: 17.0 MAX: 19.4 OSPRay Studio 0.11 CPU Power Consumption Monitor Watts < Lower Is Better AVX512 On . MIN: 1.2 AVG: 16.8 MAX: 19.7 OSPRay Studio 0.11 CPU Power Consumption Monitor Watts < Lower Is Better AVX512 On . MIN: 2.4 AVG: 16.5 MAX: 19.1 OSPRay Studio 0.11 CPU Power Consumption Monitor Watts < Lower Is Better AVX512 On . MIN: 2.3 AVG: 16.8 MAX: 19.5 OSPRay Studio 0.11 CPU Power Consumption Monitor Watts < Lower Is Better AVX512 On . MIN: 2.4 AVG: 16.7 MAX: 19.1 OSPRay Studio 0.11 CPU Power Consumption Monitor Watts < Lower Is Better AVX512 On . MIN: 2.3 AVG: 16.6 MAX: 18.9 oneDNN 3.1 CPU Power Consumption Monitor Watts < Lower Is Better AVX512 On . MIN: 2.2 AVG: 17.1 MAX: 22.5 oneDNN 3.1 CPU Power Consumption Monitor Watts < Lower Is Better AVX512 On . MIN: 2.3 AVG: 12.0 MAX: 30.4 oneDNN 3.1 CPU Power Consumption Monitor Watts < Lower Is Better AVX512 On . MIN: 2.1 AVG: 20.0 MAX: 28.6 oneDNN 3.1 CPU Power Consumption Monitor Watts < Lower Is Better AVX512 On . MIN: 2.3 AVG: 17.9 MAX: 28.3 oneDNN 3.1 CPU Power Consumption Monitor Watts < Lower Is Better AVX512 On . MIN: 2.4 AVG: 17.3 MAX: 26.4 Cpuminer-Opt 3.20.3 CPU Power Consumption Monitor Watts < Lower Is Better AVX512 On . MIN: 2.4 AVG: 17.3 MAX: 27.8 Cpuminer-Opt 3.20.3 CPU Power Consumption Monitor Watts < Lower Is Better AVX512 On . MIN: 2.3 AVG: 20.1 MAX: 29.2 Cpuminer-Opt 3.20.3 CPU Power Consumption Monitor Watts < Lower Is Better AVX512 On . MIN: 2.4 AVG: 20.7 MAX: 30.0 Cpuminer-Opt 3.20.3 CPU Power Consumption Monitor Watts < Lower Is Better AVX512 On . MIN: 2.5 AVG: 21.1 MAX: 30.0 Cpuminer-Opt 3.20.3 CPU Power Consumption Monitor Watts < Lower Is Better AVX512 On . MIN: 2.4 AVG: 21.4 MAX: 30.0 Cpuminer-Opt 3.20.3 CPU Power Consumption Monitor Watts < Lower Is Better AVX512 On . MIN: 2.4 AVG: 21.6 MAX: 30.0 Cpuminer-Opt 3.20.3 CPU Power Consumption Monitor Watts < Lower Is Better AVX512 On . MIN: 2.4 AVG: 21.6 MAX: 30.0 Cpuminer-Opt 3.20.3 CPU Power Consumption Monitor Watts < Lower Is Better AVX512 On . MIN: 2.5 AVG: 20.7 MAX: 30.1 Cpuminer-Opt 3.20.3 CPU Power Consumption Monitor Watts < Lower Is Better AVX512 On . MIN: 2.4 AVG: 20.1 MAX: 30.0 OpenVINO 2022.3 CPU Power Consumption Monitor Watts < Lower Is Better AVX512 On . MIN: 2.5 AVG: 17.2 MAX: 27.2 OpenVINO 2022.3 CPU Power Consumption Monitor Watts < Lower Is Better AVX512 On . MIN: 2.4 AVG: 16.3 MAX: 22.0 OpenVINO 2022.3 CPU Power Consumption Monitor Watts < Lower Is Better AVX512 On . MIN: 2.3 AVG: 16.8 MAX: 22.2 OpenVINO 2022.3 CPU Power Consumption Monitor Watts < Lower Is Better AVX512 On . MIN: 1.4 AVG: 17.0 MAX: 26.9 OpenVINO 2022.3 CPU Power Consumption Monitor Watts < Lower Is Better AVX512 On . MIN: 2.4 AVG: 17.0 MAX: 23.4 OpenVINO 2022.3 CPU Power Consumption Monitor Watts < Lower Is Better AVX512 On . MIN: 1.6 AVG: 16.7 MAX: 22.9 OpenVINO 2022.3 CPU Power Consumption Monitor Watts < Lower Is Better AVX512 On . MIN: 2.3 AVG: 17.0 MAX: 24.8 OpenVINO 2022.3 CPU Power Consumption Monitor Watts < Lower Is Better AVX512 On . MIN: 2.5 AVG: 17.5 MAX: 24.5 OpenVINO 2022.3 CPU Power Consumption Monitor Watts < Lower Is Better AVX512 On . MIN: 2.4 AVG: 17.5 MAX: 27.4 OpenVINO 2022.3 CPU Power Consumption Monitor Watts < Lower Is Better AVX512 On . MIN: 2.5 AVG: 15.1 MAX: 24.9 OpenVINO 2022.3 CPU Power Consumption Monitor Watts < Lower Is Better AVX512 On . MIN: 2.3 AVG: 15.9 MAX: 23.6 OpenVINO 2022.3 CPU Power Consumption Monitor Watts < Lower Is Better AVX512 On . MIN: 2.3 AVG: 16.7 MAX: 23.2 miniBUDE 20210901 CPU Power Consumption Monitor Watts < Lower Is Better AVX512 On . MIN: 2.3 AVG: 17.9 MAX: 23.9 libxsmm 2-1.17-3645 CPU Power Consumption Monitor Watts < Lower Is Better AVX512 On . MIN: 1.7 AVG: 17.9 MAX: 25.9 TensorFlow 2.12 CPU Power Consumption Monitor Watts < Lower Is Better AVX512 On . MIN: 2.4 AVG: 17.3 MAX: 19.4 TensorFlow 2.12 CPU Power Consumption Monitor Watts < Lower Is Better AVX512 On . MIN: 2.4 AVG: 16.1 MAX: 21.7 TensorFlow 2.12 CPU Power Consumption Monitor Watts < Lower Is Better AVX512 On . MIN: 1.2 AVG: 17.7 MAX: 22.0 TensorFlow 2.12 CPU Power Consumption Monitor Watts < Lower Is Better AVX512 On . MIN: 2.4 AVG: 15.5 MAX: 21.8 TensorFlow 2.12 CPU Power Consumption Monitor Watts < Lower Is Better AVX512 On . MIN: 2.3 AVG: 15.4 MAX: 19.0 TensorFlow 2.12 CPU Power Consumption Monitor Watts < Lower Is Better AVX512 On . MIN: 2.3 AVG: 15.2 MAX: 18.6