dl560gen10-1tb-klasuite 4 x Intel Xeon Platinum 8160 testing with a HPE ProLiant DL560 Gen10 (U34 BIOS) and llvmpipe on CentOS 7.6.1810 via the Phoronix Test Suite. 1TB-Run1: Processor: 4 x Intel Xeon Platinum 8160 (96 Cores / 192 Threads), Motherboard: HPE ProLiant DL560 Gen10 (U34 BIOS), Chipset: Intel Sky Lake-E DMI3 Registers, Memory: 32 x GB DDR4-2666MT/s HPE, Disk: 429GB P824i-p MR Gen10 + 107GB P824i-p MR Gen10 + 1100GB P824i-p MR Gen10 + 36757GB P824i-p MR Gen10, Graphics: llvmpipe, Monitor: Smart Cable, Network: 4 x Intel I350 + 2 x Intel X710 for 10GbE SFP+ + 2 x Intel 10G X550T OS: CentOS 7.6.1810, Kernel: 3.10.0-957.21.3.el7.x86_64 (x86_64), Desktop: GNOME Shell 3.28.3, Display Server: X Server 1.20.1, OpenGL: 2.1 Mesa 18.0.5 (LLVM 6.0 256 bits), Compiler: GCC 4.8.5 20150623, File-System: ext4, Screen Resolution: 1024x768 miniBUDE 20210901 Implementation: OpenMP - Input Deck: BM1 GFInst/s > Higher Is Better 1TB-Run1 . 334.01 |============================================================ miniBUDE 20210901 Implementation: OpenMP - Input Deck: BM1 Billion Interactions/s > Higher Is Better 1TB-Run1 . 13.36 |============================================================= miniBUDE 20210901 Implementation: OpenMP - Input Deck: BM2 GFInst/s > Higher Is Better 1TB-Run1 . 408.42 |============================================================ miniBUDE 20210901 Implementation: OpenMP - Input Deck: BM2 Billion Interactions/s > Higher Is Better 1TB-Run1 . 16.34 |============================================================= CloverLeaf Lagrangian-Eulerian Hydrodynamics Seconds < Lower Is Better 1TB-Run1 . 59.40 |============================================================= NAMD 2.14 ATPase Simulation - 327,506 Atoms days/ns < Lower Is Better 1TB-Run1 . 0.32648 |=========================================================== Dolfyn 0.527 Computational Fluid Dynamics Seconds < Lower Is Better 1TB-Run1 . 22.48 |============================================================= Algebraic Multi-Grid Benchmark 1.2 Figure Of Merit > Higher Is Better 1TB-Run1 . 1915113800 |======================================================== Xcompact3d Incompact3d 2021-03-11 Input: X3D-benchmarking input.i3d Seconds < Lower Is Better 1TB-Run1 . 436.61 |============================================================ Xcompact3d Incompact3d 2021-03-11 Input: input.i3d 129 Cells Per Direction Seconds < Lower Is Better 1TB-Run1 . 3.24225036 |======================================================== Xcompact3d Incompact3d 2021-03-11 Input: input.i3d 193 Cells Per Direction Seconds < Lower Is Better 1TB-Run1 . 14.57 |============================================================= LAMMPS Molecular Dynamics Simulator 23Jun2022 Model: 20k Atoms ns/day > Higher Is Better 1TB-Run1 . 27.28 |============================================================= LAMMPS Molecular Dynamics Simulator 23Jun2022 Model: Rhodopsin Protein ns/day > Higher Is Better 1TB-Run1 . 31.95 |============================================================= LULESH 2.0.3 z/s > Higher Is Better 1TB-Run1 . 34264.23 |========================================================== DaCapo Benchmark 9.12-MR1 Java Test: H2 msec < Lower Is Better 1TB-Run1 . 7120 |============================================================== DaCapo Benchmark 9.12-MR1 Java Test: Jython msec < Lower Is Better 1TB-Run1 . 4151 |============================================================== DaCapo Benchmark 9.12-MR1 Java Test: Eclipse msec < Lower Is Better 1TB-Run1 . 20616 |============================================================= Zstd Compression 1.5.4 Compression Level: 3 - Compression Speed MB/s > Higher Is Better 1TB-Run1 . 1979.9 |============================================================ Zstd Compression 1.5.4 Compression Level: 3 - Decompression Speed MB/s > Higher Is Better 1TB-Run1 . 820.6 |============================================================= Zstd Compression 1.5.4 Compression Level: 8 - Compression Speed MB/s > Higher Is Better 1TB-Run1 . 610.4 |============================================================= Zstd Compression 1.5.4 Compression Level: 8 - Decompression Speed MB/s > Higher Is Better 1TB-Run1 . 840.7 |============================================================= Zstd Compression 1.5.4 Compression Level: 12 - Compression Speed MB/s > Higher Is Better 1TB-Run1 . 168.6 |============================================================= Zstd Compression 1.5.4 Compression Level: 12 - Decompression Speed MB/s > Higher Is Better 1TB-Run1 . 777.8 |============================================================= Zstd Compression 1.5.4 Compression Level: 19 - Compression Speed MB/s > Higher Is Better 1TB-Run1 . 14.3 |============================================================== Zstd Compression 1.5.4 Compression Level: 19 - Decompression Speed MB/s > Higher Is Better 1TB-Run1 . 670.0 |============================================================= Zstd Compression 1.5.4 Compression Level: 3, Long Mode - Compression Speed MB/s > Higher Is Better 1TB-Run1 . 676.6 |============================================================= Zstd Compression 1.5.4 Compression Level: 3, Long Mode - Decompression Speed MB/s > Higher Is Better 1TB-Run1 . 850.6 |============================================================= Zstd Compression 1.5.4 Compression Level: 8, Long Mode - Compression Speed MB/s > Higher Is Better 1TB-Run1 . 559.3 |============================================================= Zstd Compression 1.5.4 Compression Level: 8, Long Mode - Decompression Speed MB/s > Higher Is Better 1TB-Run1 . 850.8 |============================================================= Zstd Compression 1.5.4 Compression Level: 19, Long Mode - Compression Speed MB/s > Higher Is Better 1TB-Run1 . 7.87 |============================================================== Zstd Compression 1.5.4 Compression Level: 19, Long Mode - Decompression Speed MB/s > Higher Is Better 1TB-Run1 . 668.6 |============================================================= John The Ripper 2023.03.14 Test: bcrypt Real C/S > Higher Is Better 1TB-Run1 . 110869 |============================================================ John The Ripper 2023.03.14 Test: WPA PSK Real C/S > Higher Is Better 1TB-Run1 . 206487 |============================================================ John The Ripper 2023.03.14 Test: Blowfish Real C/S > Higher Is Better 1TB-Run1 . 110611 |============================================================ John The Ripper 2023.03.14 Test: HMAC-SHA512 Real C/S > Higher Is Better 1TB-Run1 . 76133780 |========================================================== John The Ripper 2023.03.14 Test: MD5 Real C/S > Higher Is Better 1TB-Run1 . 6146050 |=========================================================== SVT-AV1 1.4 Encoder Mode: Preset 4 - Input: Bosphorus 4K Frames Per Second > Higher Is Better 1TB-Run1 . 2.418 |============================================================= SVT-AV1 1.4 Encoder Mode: Preset 8 - Input: Bosphorus 4K Frames Per Second > Higher Is Better 1TB-Run1 . 41.84 |============================================================= SVT-AV1 1.4 Encoder Mode: Preset 12 - Input: Bosphorus 4K Frames Per Second > Higher Is Better 1TB-Run1 . 94.10 |============================================================= SVT-AV1 1.4 Encoder Mode: Preset 13 - Input: Bosphorus 4K Frames Per Second > Higher Is Better 1TB-Run1 . 101.53 |============================================================ SVT-AV1 1.4 Encoder Mode: Preset 4 - Input: Bosphorus 1080p Frames Per Second > Higher Is Better 1TB-Run1 . 6.130 |============================================================= SVT-AV1 1.4 Encoder Mode: Preset 8 - Input: Bosphorus 1080p Frames Per Second > Higher Is Better 1TB-Run1 . 96.28 |============================================================= SVT-AV1 1.4 Encoder Mode: Preset 12 - Input: Bosphorus 1080p Frames Per Second > Higher Is Better 1TB-Run1 . 312.88 |============================================================ SVT-AV1 1.4 Encoder Mode: Preset 13 - Input: Bosphorus 1080p Frames Per Second > Higher Is Better 1TB-Run1 . 337.64 |============================================================ SVT-HEVC 1.5.0 Tuning: 1 - Input: Bosphorus 4K Frames Per Second > Higher Is Better 1TB-Run1 . 9.22 |============================================================== SVT-HEVC 1.5.0 Tuning: 7 - Input: Bosphorus 4K Frames Per Second > Higher Is Better 1TB-Run1 . 92.45 |============================================================= SVT-HEVC 1.5.0 Tuning: 10 - Input: Bosphorus 4K Frames Per Second > Higher Is Better 1TB-Run1 . 110.72 |============================================================ SVT-HEVC 1.5.0 Tuning: 1 - Input: Bosphorus 1080p Frames Per Second > Higher Is Better 1TB-Run1 . 30.38 |============================================================= SVT-HEVC 1.5.0 Tuning: 7 - Input: Bosphorus 1080p Frames Per Second > Higher Is Better 1TB-Run1 . 215.31 |============================================================ SVT-HEVC 1.5.0 Tuning: 10 - Input: Bosphorus 1080p Frames Per Second > Higher Is Better 1TB-Run1 . 360.29 |============================================================ oneDNN 3.0 Harness: IP Shapes 1D - Data Type: f32 - Engine: CPU ms < Lower Is Better 1TB-Run1 . 1.97024 |=========================================================== oneDNN 3.0 Harness: IP Shapes 3D - Data Type: f32 - Engine: CPU ms < Lower Is Better 1TB-Run1 . 31.19 |============================================================= oneDNN 3.0 Harness: IP Shapes 1D - Data Type: u8s8f32 - Engine: CPU ms < Lower Is Better 1TB-Run1 . 4.26108 |=========================================================== oneDNN 3.0 Harness: IP Shapes 3D - Data Type: u8s8f32 - Engine: CPU ms < Lower Is Better 1TB-Run1 . 1.25277 |=========================================================== oneDNN 3.0 Harness: IP Shapes 1D - Data Type: bf16bf16bf16 - Engine: CPU ms < Lower Is Better 1TB-Run1 . 4.00835 |=========================================================== oneDNN 3.0 Harness: IP Shapes 3D - Data Type: bf16bf16bf16 - Engine: CPU ms < Lower Is Better 1TB-Run1 . 2.33777 |=========================================================== oneDNN 3.0 Harness: Convolution Batch Shapes Auto - Data Type: f32 - Engine: CPU ms < Lower Is Better 1TB-Run1 . 3.82614 |=========================================================== oneDNN 3.0 Harness: Deconvolution Batch shapes_1d - Data Type: f32 - Engine: CPU ms < Lower Is Better 1TB-Run1 . 18.72 |============================================================= oneDNN 3.0 Harness: Deconvolution Batch shapes_3d - Data Type: f32 - Engine: CPU ms < Lower Is Better 1TB-Run1 . 1.18163 |=========================================================== oneDNN 3.0 Harness: Convolution Batch Shapes Auto - Data Type: u8s8f32 - Engine: CPU ms < Lower Is Better 1TB-Run1 . 2.28579 |=========================================================== oneDNN 3.0 Harness: Deconvolution Batch shapes_1d - Data Type: u8s8f32 - Engine: CPU ms < Lower Is Better 1TB-Run1 . 1.054541 |========================================================== oneDNN 3.0 Harness: Deconvolution Batch shapes_3d - Data Type: u8s8f32 - Engine: CPU ms < Lower Is Better 1TB-Run1 . 0.668686 |========================================================== oneDNN 3.0 Harness: Recurrent Neural Network Training - Data Type: f32 - Engine: CPU ms < Lower Is Better 1TB-Run1 . 1183.02 |=========================================================== oneDNN 3.0 Harness: Recurrent Neural Network Inference - Data Type: f32 - Engine: CPU ms < Lower Is Better 1TB-Run1 . 597.36 |============================================================ oneDNN 3.0 Harness: Recurrent Neural Network Training - Data Type: u8s8f32 - Engine: CPU ms < Lower Is Better 1TB-Run1 . 1199.89 |=========================================================== oneDNN 3.0 Harness: Convolution Batch Shapes Auto - Data Type: bf16bf16bf16 - Engine: CPU ms < Lower Is Better 1TB-Run1 . 2.42126 |=========================================================== oneDNN 3.0 Harness: Deconvolution Batch shapes_1d - Data Type: bf16bf16bf16 - Engine: CPU ms < Lower Is Better 1TB-Run1 . 4.85699 |=========================================================== oneDNN 3.0 Harness: Deconvolution Batch shapes_3d - Data Type: bf16bf16bf16 - Engine: CPU ms < Lower Is Better 1TB-Run1 . 4.19586 |=========================================================== oneDNN 3.0 Harness: Recurrent Neural Network Inference - Data Type: u8s8f32 - Engine: CPU ms < Lower Is Better 1TB-Run1 . 597.54 |============================================================ oneDNN 3.0 Harness: Matrix Multiply Batch Shapes Transformer - Data Type: f32 - Engine: CPU ms < Lower Is Better 1TB-Run1 . 0.502251 |========================================================== oneDNN 3.0 Harness: Recurrent Neural Network Training - Data Type: bf16bf16bf16 - Engine: CPU ms < Lower Is Better 1TB-Run1 . 1187.99 |=========================================================== oneDNN 3.0 Harness: Recurrent Neural Network Inference - Data Type: bf16bf16bf16 - Engine: CPU ms < Lower Is Better 1TB-Run1 . 596.69 |============================================================ oneDNN 3.0 Harness: Matrix Multiply Batch Shapes Transformer - Data Type: u8s8f32 - Engine: CPU ms < Lower Is Better 1TB-Run1 . 6.78058 |=========================================================== oneDNN 3.0 Harness: Matrix Multiply Batch Shapes Transformer - Data Type: bf16bf16bf16 - Engine: CPU ms < Lower Is Better 1TB-Run1 . 6.02812 |=========================================================== Numpy Benchmark Score > Higher Is Better 1TB-Run1 . 259.15 |============================================================ Cython Benchmark 0.29.21 Test: N-Queens Seconds < Lower Is Better 1TB-Run1 . 28.51 |============================================================= libjpeg-turbo tjbench 2.1.0 Test: Decompression Throughput Megapixels/sec > Higher Is Better 1TB-Run1 . 163.81 |============================================================ Stress-NG 0.15.04 Test: Hash Bogo Ops/s > Higher Is Better 1TB-Run1 . 12668067.86 |======================================================= Stress-NG 0.15.04 Test: MMAP Bogo Ops/s > Higher Is Better 1TB-Run1 . 10864.33 |========================================================== Stress-NG 0.15.04 Test: NUMA Bogo Ops/s > Higher Is Better 1TB-Run1 . 58.51 |============================================================= Stress-NG 0.15.04 Test: Poll Bogo Ops/s > Higher Is Better 1TB-Run1 . 5837581.44 |======================================================== Stress-NG 0.15.04 Test: Zlib Bogo Ops/s > Higher Is Better 1TB-Run1 . 4415.01 |=========================================================== Stress-NG 0.15.04 Test: Futex Bogo Ops/s > Higher Is Better 1TB-Run1 . 248.70 |============================================================ Stress-NG 0.15.04 Test: MEMFD Stress-NG 0.15.04 Test: Mutex Bogo Ops/s > Higher Is Better 1TB-Run1 . 933053.65 |========================================================= Stress-NG 0.15.04 Test: Atomic Bogo Ops/s > Higher Is Better 1TB-Run1 . 66.04 |============================================================= Stress-NG 0.15.04 Test: Crypto Bogo Ops/s > Higher Is Better 1TB-Run1 . 83163.04 |========================================================== Stress-NG 0.15.04 Test: Malloc Bogo Ops/s > Higher Is Better 1TB-Run1 . 91315767.44 |======================================================= Stress-NG 0.15.04 Test: Forking Bogo Ops/s > Higher Is Better 1TB-Run1 . 40359.97 |========================================================== Stress-NG 0.15.04 Test: Pthread Bogo Ops/s > Higher Is Better 1TB-Run1 . 71318.00 |========================================================== Stress-NG 0.15.04 Test: IO_uring Stress-NG 0.15.04 Test: SENDFILE Bogo Ops/s > Higher Is Better 1TB-Run1 . 1363842.77 |======================================================== Stress-NG 0.15.04 Test: CPU Cache Bogo Ops/s > Higher Is Better 1TB-Run1 . 35.07 |============================================================= Stress-NG 0.15.04 Test: CPU Stress Bogo Ops/s > Higher Is Better 1TB-Run1 . 120051.27 |========================================================= Stress-NG 0.15.04 Test: Semaphores Bogo Ops/s > Higher Is Better 1TB-Run1 . 16591808.11 |======================================================= Stress-NG 0.15.04 Test: Matrix Math Bogo Ops/s > Higher Is Better 1TB-Run1 . 332280.31 |========================================================= Stress-NG 0.15.04 Test: Vector Math Bogo Ops/s > Higher Is Better 1TB-Run1 . 166779.74 |========================================================= Stress-NG 0.15.04 Test: Function Call Bogo Ops/s > Higher Is Better 1TB-Run1 . 390289.59 |========================================================= Stress-NG 0.15.04 Test: x86_64 RdRand Bogo Ops/s > Higher Is Better 1TB-Run1 . 1051693.30 |======================================================== Stress-NG 0.15.04 Test: Memory Copying Bogo Ops/s > Higher Is Better 1TB-Run1 . 1300.94 |=========================================================== Stress-NG 0.15.04 Test: Socket Activity Bogo Ops/s > Higher Is Better 1TB-Run1 . 3142.25 |=========================================================== Stress-NG 0.15.04 Test: Context Switching Bogo Ops/s > Higher Is Better 1TB-Run1 . 29527790.45 |======================================================= Stress-NG 0.15.04 Test: Glibc C String Functions Bogo Ops/s > Higher Is Better 1TB-Run1 . 4959677.98 |======================================================== Stress-NG 0.15.04 Test: Glibc Qsort Data Sorting Bogo Ops/s > Higher Is Better 1TB-Run1 . 807.08 |============================================================ Stress-NG 0.15.04 Test: System V Message Passing Bogo Ops/s > Higher Is Better 1TB-Run1 . 4711689.93 |======================================================== NCNN 20220729 Target: CPU - Model: mobilenet ms < Lower Is Better 1TB-Run1 . 49.30 |============================================================= NCNN 20220729 Target: CPU-v2-v2 - Model: mobilenet-v2 ms < Lower Is Better 1TB-Run1 . 34.40 |============================================================= NCNN 20220729 Target: CPU-v3-v3 - Model: mobilenet-v3 ms < Lower Is Better 1TB-Run1 . 30.50 |============================================================= NCNN 20220729 Target: CPU - Model: shufflenet-v2 ms < Lower Is Better 1TB-Run1 . 35.06 |============================================================= NCNN 20220729 Target: CPU - Model: mnasnet ms < Lower Is Better 1TB-Run1 . 30.09 |============================================================= NCNN 20220729 Target: CPU - Model: efficientnet-b0 ms < Lower Is Better 1TB-Run1 . 42.49 |============================================================= NCNN 20220729 Target: CPU - Model: blazeface ms < Lower Is Better 1TB-Run1 . 16.98 |============================================================= NCNN 20220729 Target: CPU - Model: googlenet ms < Lower Is Better 1TB-Run1 . 56.37 |============================================================= NCNN 20220729 Target: CPU - Model: vgg16 ms < Lower Is Better 1TB-Run1 . 153.02 |============================================================ NCNN 20220729 Target: CPU - Model: resnet18 ms < Lower Is Better 1TB-Run1 . 30.61 |============================================================= NCNN 20220729 Target: CPU - Model: alexnet ms < Lower Is Better 1TB-Run1 . 17.23 |============================================================= NCNN 20220729 Target: CPU - Model: resnet50 ms < Lower Is Better 1TB-Run1 . 74.46 |============================================================= NCNN 20220729 Target: CPU - Model: yolov4-tiny ms < Lower Is Better 1TB-Run1 . 57.33 |============================================================= NCNN 20220729 Target: CPU - Model: squeezenet_ssd ms < Lower Is Better 1TB-Run1 . 63.48 |============================================================= NCNN 20220729 Target: CPU - Model: regnety_400m ms < Lower Is Better 1TB-Run1 . 171.52 |============================================================ NCNN 20220729 Target: CPU - Model: vision_transformer ms < Lower Is Better 1TB-Run1 . 232.60 |============================================================ NCNN 20220729 Target: CPU - Model: FastestDet ms < Lower Is Better 1TB-Run1 . 39.51 |============================================================= PyBench 2018-02-16 Total For Average Test Times Milliseconds < Lower Is Better 1TB-Run1 . 1573 |============================================================== PHPBench 0.8.1 PHP Benchmark Suite Score > Higher Is Better 1TB-Run1 . 196055 |============================================================ OpenCV 4.7 Test: Core ms < Lower Is Better 1TB-Run1 . 221406 |============================================================ OpenCV 4.7 Test: Graph API ms < Lower Is Better OpenCV 4.7 Test: Stitching ms < Lower Is Better 1TB-Run1 . 334442 |============================================================ OpenCV 4.7 Test: Features 2D ms < Lower Is Better 1TB-Run1 . 222884 |============================================================ OpenCV 4.7 Test: Image Processing ms < Lower Is Better 1TB-Run1 . 370799 |============================================================ OpenCV 4.7 Test: Object Detection ms < Lower Is Better 1TB-Run1 . 45847 |============================================================= OpenCV 4.7 Test: DNN - Deep Neural Network ms < Lower Is Better 1TB-Run1 . 77064 |=============================================================