Xeon E3-1245 v5 Ubuntu Linux 5.4 Intel Xeon E3-1245 v5 testing with a MSI C236A WORKSTATION (MS-7998) v1.0 (2.90 BIOS) and MSI Intel HD P530 3GB on Ubuntu 20.04 via the Phoronix Test Suite. Linux 5.4: Processor: Intel Xeon E3-1245 v5 @ 3.90GHz (4 Cores / 8 Threads), Motherboard: MSI C236A WORKSTATION (MS-7998) v1.0 (2.90 BIOS), Chipset: Intel Xeon E3-1200 v5/E3-1500, Memory: 32GB, Disk: 120GB Samsung SSD 850, Graphics: MSI Intel HD P530 3GB (1150MHz), Audio: Realtek ALC1150, Monitor: LG Ultra HD, Network: Intel I219-V OS: Ubuntu 20.04, Kernel: 5.4.0-37-generic (x86_64), Desktop: GNOME Shell 3.36.2, Display Server: X Server 1.20.8, Display Driver: modesetting 1.20.8, OpenGL: 4.6 Mesa 20.0.4, Compiler: GCC 9.3.0, File-System: ext4, Screen Resolution: 3840x2160 Linux 5.8: Processor: Intel Xeon E3-1245 v5 @ 3.90GHz (4 Cores / 8 Threads), Motherboard: MSI C236A WORKSTATION (MS-7998) v1.0 (2.90 BIOS), Chipset: Intel Xeon E3-1200 v5/E3-1500, Memory: 32GB, Disk: 120GB Samsung SSD 850, Graphics: MSI Intel HD P530 3GB (1150MHz), Audio: Realtek ALC1150, Monitor: LG Ultra HD, Network: Intel I219-V OS: Ubuntu 20.04, Kernel: 5.8.13-050813-generic (x86_64), Desktop: GNOME Shell 3.36.2, Display Server: X Server 1.20.8, Display Driver: modesetting 1.20.8, OpenGL: 4.6 Mesa 20.0.4, Vulkan: 1.2.131, Compiler: GCC 9.3.0, File-System: ext4, Screen Resolution: 3840x2160 Linux 5.9 Git: Processor: Intel Xeon E3-1245 v5 @ 3.90GHz (4 Cores / 8 Threads), Motherboard: MSI C236A WORKSTATION (MS-7998) v1.0 (2.90 BIOS), Chipset: Intel Xeon E3-1200 v5/E3-1500, Memory: 32GB, Disk: 120GB Samsung SSD 850, Graphics: MSI Intel HD P530 3GB (1150MHz), Audio: Realtek ALC1150, Monitor: LG Ultra HD, Network: Intel I219-V OS: Ubuntu 20.04, Kernel: 5.9.0-050900rc7daily20201003-generic (x86_64) 20201002, Desktop: GNOME Shell 3.36.4, Display Server: X Server 1.20.8, Display Driver: modesetting 1.20.8, OpenGL: 4.6 Mesa 20.0.4, Vulkan: 1.2.131, Compiler: GCC 9.3.0, File-System: ext4, Screen Resolution: 3840x2160 RealSR-NCNN 20200818 Scale: 4x - TAA: No Seconds < Lower Is Better Linux 5.4 ..... 17.24 |=== Linux 5.8 ..... 283.50 |======================================================= Linux 5.9 Git . 283.46 |======================================================= VkFFT 2020-09-29 Benchmark Score > Higher Is Better Linux 5.4 ..... 1141 |======================================================== Linux 5.8 ..... 1161 |========================================================= Linux 5.9 Git . 1161 |========================================================= GLmark2 2020.04 Resolution: 1920 x 1080 Score > Higher Is Better Linux 5.4 ..... 543 |========================================================= Linux 5.8 ..... 502 |===================================================== Linux 5.9 Git . 552 |========================================================== GLmark2 2020.04 Resolution: 3840 x 2160 Score > Higher Is Better Linux 5.4 ..... 135 |========================================================= Linux 5.8 ..... 119 |================================================== Linux 5.9 Git . 137 |========================================================== LeelaChessZero 0.26 Backend: BLAS Nodes Per Second > Higher Is Better Linux 5.4 ..... 797 |========================================================== Linux 5.8 ..... 678 |================================================= Linux 5.9 Git . 779 |========================================================= LeelaChessZero 0.26 Backend: Eigen Nodes Per Second > Higher Is Better Linux 5.4 ..... 717 |========================================================== Linux 5.8 ..... 701 |========================================================= Linux 5.9 Git . 719 |========================================================== Rodinia 3.1 Test: OpenMP LavaMD Seconds < Lower Is Better Linux 5.4 ..... 570.41 |======================================================= Linux 5.8 ..... 568.09 |======================================================= Linux 5.9 Git . 566.53 |======================================================= Rodinia 3.1 Test: OpenMP HotSpot3D Seconds < Lower Is Better Linux 5.4 ..... 118.30 |======================================================= Linux 5.8 ..... 118.46 |======================================================= Linux 5.9 Git . 118.98 |======================================================= Rodinia 3.1 Test: OpenMP Leukocyte Seconds < Lower Is Better Linux 5.4 ..... 254.68 |====================================================== Linux 5.8 ..... 256.92 |======================================================= Linux 5.9 Git . 258.77 |======================================================= Rodinia 3.1 Test: OpenMP CFD Solver Seconds < Lower Is Better Linux 5.4 ..... 47.39 |======================================================== Linux 5.8 ..... 47.67 |======================================================== Linux 5.9 Git . 47.63 |======================================================== Rodinia 3.1 Test: OpenMP Streamcluster Seconds < Lower Is Better Linux 5.4 ..... 28.73 |======================================================== Linux 5.8 ..... 28.73 |======================================================== Linux 5.9 Git . 28.70 |======================================================== NAMD 2.14 ATPase Simulation - 327,506 Atoms days/ns < Lower Is Better Linux 5.4 ..... 3.87433 |====================================================== Linux 5.8 ..... 3.88624 |====================================================== Linux 5.9 Git . 3.88703 |====================================================== Dolfyn 0.527 Computational Fluid Dynamics Seconds < Lower Is Better Linux 5.4 ..... 21.43 |======================================================== Linux 5.8 ..... 21.48 |======================================================== Linux 5.9 Git . 21.54 |======================================================== FFTE 7.0 N=256, 3D Complex FFT Routine MFLOPS > Higher Is Better Linux 5.4 ..... 20328.50 |===================================================== Linux 5.8 ..... 20258.60 |===================================================== Linux 5.9 Git . 20335.31 |===================================================== Timed HMMer Search 3.3.1 Pfam Database Search Seconds < Lower Is Better Linux 5.4 ..... 125.43 |======================================================= Linux 5.8 ..... 125.50 |======================================================= Linux 5.9 Git . 125.66 |======================================================= Incompact3D 2020-09-17 Input: Cylinder Seconds < Lower Is Better Linux 5.4 ..... 750.92 |======================================================= Linux 5.8 ..... 754.29 |======================================================= Linux 5.9 Git . 754.27 |======================================================= Timed MAFFT Alignment 7.471 Multiple Sequence Alignment - LSU RNA Seconds < Lower Is Better Linux 5.4 ..... 12.27 |======================================================== Linux 5.8 ..... 12.29 |======================================================== Linux 5.9 Git . 12.29 |======================================================== Monte Carlo Simulations of Ionised Nebulae 2019-03-24 Input: Dust 2D tau100.0 Seconds < Lower Is Better Linux 5.4 ..... 305 |========================================================== Linux 5.8 ..... 304 |========================================================== Linux 5.9 Git . 304 |========================================================== LAMMPS Molecular Dynamics Simulator 24Aug2020 Model: Rhodopsin Protein ns/day > Higher Is Better Linux 5.4 ..... 2.746 |======================================================== Linux 5.8 ..... 2.758 |======================================================== Linux 5.9 Git . 2.758 |======================================================== WebP Image Encode 1.1 Encode Settings: Default Encode Time - Seconds < Lower Is Better Linux 5.4 ..... 1.741 |======================================================== Linux 5.8 ..... 1.750 |======================================================== Linux 5.9 Git . 1.749 |======================================================== WebP Image Encode 1.1 Encode Settings: Quality 100 Encode Time - Seconds < Lower Is Better Linux 5.4 ..... 2.728 |======================================================= Linux 5.8 ..... 2.742 |======================================================== Linux 5.9 Git . 2.756 |======================================================== WebP Image Encode 1.1 Encode Settings: Quality 100, Lossless Encode Time - Seconds < Lower Is Better Linux 5.4 ..... 19.36 |======================================================== Linux 5.8 ..... 19.33 |======================================================== Linux 5.9 Git . 19.21 |======================================================== WebP Image Encode 1.1 Encode Settings: Quality 100, Highest Compression Encode Time - Seconds < Lower Is Better Linux 5.4 ..... 8.148 |======================================================== Linux 5.8 ..... 8.184 |======================================================== Linux 5.9 Git . 8.161 |======================================================== WebP Image Encode 1.1 Encode Settings: Quality 100, Lossless, Highest Compression Encode Time - Seconds < Lower Is Better Linux 5.4 ..... 47.47 |======================================================== Linux 5.8 ..... 47.26 |======================================================== Linux 5.9 Git . 47.19 |======================================================== BYTE Unix Benchmark 3.6 Computational Test: Dhrystone 2 LPS > Higher Is Better Linux 5.4 ..... 38538549.1 |=================================================== Linux 5.8 ..... 38513841.4 |=================================================== Linux 5.9 Git . 38169338.8 |=================================================== Zstd Compression 1.4.5 Compression Level: 3 MB/s > Higher Is Better Linux 5.4 ..... 2386.0 |======================================================= Linux 5.8 ..... 2389.3 |======================================================= Linux 5.9 Git . 2389.0 |======================================================= Zstd Compression 1.4.5 Compression Level: 19 MB/s > Higher Is Better Linux 5.4 ..... 20.5 |========================================================= Linux 5.8 ..... 20.4 |========================================================= Linux 5.9 Git . 20.4 |========================================================= LibRaw 0.20 Post-Processing Benchmark Mpix/sec > Higher Is Better Linux 5.4 ..... 27.66 |======================================================== Linux 5.8 ..... 27.65 |======================================================== Linux 5.9 Git . 27.55 |======================================================== Crafty 25.2 Elapsed Time Nodes Per Second > Higher Is Better Linux 5.4 ..... 7547320 |====================================================== Linux 5.8 ..... 7469298 |===================================================== Linux 5.9 Git . 7302256 |==================================================== TSCP 1.81 AI Chess Performance Nodes Per Second > Higher Is Better Linux 5.4 ..... 1141277 |====================================================== Linux 5.8 ..... 1134693 |====================================================== Linux 5.9 Git . 1131430 |====================================================== oneDNN 1.5 Harness: IP Batch 1D - Data Type: f32 - Engine: CPU ms < Lower Is Better Linux 5.4 ..... 8.17233 |==================================================== Linux 5.8 ..... 8.37706 |====================================================== Linux 5.9 Git . 8.40703 |====================================================== oneDNN 1.5 Harness: IP Batch All - Data Type: f32 - Engine: CPU ms < Lower Is Better Linux 5.4 ..... 111.12 |===================================================== Linux 5.8 ..... 114.24 |======================================================= Linux 5.9 Git . 110.72 |===================================================== oneDNN 1.5 Harness: IP Batch 1D - Data Type: u8s8f32 - Engine: CPU ms < Lower Is Better Linux 5.4 ..... 3.77996 |==================================================== Linux 5.8 ..... 3.90177 |====================================================== Linux 5.9 Git . 3.84716 |===================================================== oneDNN 1.5 Harness: IP Batch All - Data Type: u8s8f32 - Engine: CPU ms < Lower Is Better Linux 5.4 ..... 49.86 |======================================================= Linux 5.8 ..... 50.97 |======================================================== Linux 5.9 Git . 50.24 |======================================================= oneDNN 1.5 Harness: Convolution Batch Shapes Auto - Data Type: f32 - Engine: CPU ms < Lower Is Better Linux 5.4 ..... 19.94 |======================================================== Linux 5.8 ..... 19.89 |======================================================== Linux 5.9 Git . 19.88 |======================================================== oneDNN 1.5 Harness: Deconvolution Batch deconv_1d - Data Type: f32 - Engine: CPU ms < Lower Is Better Linux 5.4 ..... 9.25837 |=================================================== Linux 5.8 ..... 9.73579 |===================================================== Linux 5.9 Git . 9.82786 |====================================================== oneDNN 1.5 Harness: Deconvolution Batch deconv_3d - Data Type: f32 - Engine: CPU ms < Lower Is Better Linux 5.4 ..... 14.37 |===================================================== Linux 5.8 ..... 15.15 |======================================================== Linux 5.9 Git . 14.72 |====================================================== oneDNN 1.5 Harness: Convolution Batch Shapes Auto - Data Type: u8s8f32 - Engine: CPU ms < Lower Is Better Linux 5.4 ..... 18.75 |======================================================== Linux 5.8 ..... 18.83 |======================================================== Linux 5.9 Git . 18.79 |======================================================== oneDNN 1.5 Harness: Deconvolution Batch deconv_1d - Data Type: u8s8f32 - Engine: CPU ms < Lower Is Better Linux 5.4 ..... 10.39 |======================================================== Linux 5.8 ..... 10.31 |======================================================== Linux 5.9 Git . 10.19 |======================================================= oneDNN 1.5 Harness: Deconvolution Batch deconv_3d - Data Type: u8s8f32 - Engine: CPU ms < Lower Is Better Linux 5.4 ..... 7.41923 |====================================================== Linux 5.8 ..... 7.42274 |====================================================== Linux 5.9 Git . 7.40944 |====================================================== oneDNN 1.5 Harness: Recurrent Neural Network Training - Data Type: f32 - Engine: CPU ms < Lower Is Better Linux 5.4 ..... 569.40 |======================================================= Linux 5.8 ..... 548.04 |===================================================== Linux 5.9 Git . 558.86 |====================================================== oneDNN 1.5 Harness: Recurrent Neural Network Inference - Data Type: f32 - Engine: CPU ms < Lower Is Better Linux 5.4 ..... 285.96 |======================================================= Linux 5.8 ..... 270.67 |==================================================== Linux 5.9 Git . 260.96 |================================================== oneDNN 1.5 Harness: Matrix Multiply Batch Shapes Transformer - Data Type: f32 - Engine: CPU ms < Lower Is Better Linux 5.4 ..... 5.15748 |====================================================== Linux 5.8 ..... 5.04980 |===================================================== Linux 5.9 Git . 5.04492 |===================================================== oneDNN 1.5 Harness: Matrix Multiply Batch Shapes Transformer - Data Type: u8s8f32 - Engine: CPU ms < Lower Is Better Linux 5.4 ..... 7.16575 |====================================================== Linux 5.8 ..... 7.19867 |====================================================== Linux 5.9 Git . 7.20203 |====================================================== AOM AV1 2.0 Encoder Mode: Speed 0 Two-Pass Frames Per Second > Higher Is Better Linux 5.4 ..... 0.22 |========================================================= Linux 5.8 ..... 0.22 |========================================================= Linux 5.9 Git . 0.22 |========================================================= AOM AV1 2.0 Encoder Mode: Speed 4 Two-Pass Frames Per Second > Higher Is Better Linux 5.4 ..... 1.88 |========================================================= Linux 5.8 ..... 1.87 |========================================================= Linux 5.9 Git . 1.88 |========================================================= AOM AV1 2.0 Encoder Mode: Speed 6 Realtime Frames Per Second > Higher Is Better Linux 5.4 ..... 14.99 |======================================================== Linux 5.8 ..... 14.99 |======================================================== Linux 5.9 Git . 14.99 |======================================================== AOM AV1 2.0 Encoder Mode: Speed 6 Two-Pass Frames Per Second > Higher Is Better Linux 5.4 ..... 3.00 |========================================================= Linux 5.8 ..... 2.99 |========================================================= Linux 5.9 Git . 2.99 |========================================================= AOM AV1 2.0 Encoder Mode: Speed 8 Realtime Frames Per Second > Higher Is Better Linux 5.4 ..... 35.82 |======================================================== Linux 5.8 ..... 35.57 |======================================================== Linux 5.9 Git . 35.65 |======================================================== libavif avifenc 0.7.3 Encoder Speed: 0 Seconds < Lower Is Better Linux 5.4 ..... 182.46 |======================================================= Linux 5.8 ..... 182.79 |======================================================= Linux 5.9 Git . 183.23 |======================================================= libavif avifenc 0.7.3 Encoder Speed: 2 Seconds < Lower Is Better Linux 5.4 ..... 108.06 |======================================================= Linux 5.8 ..... 108.40 |======================================================= Linux 5.9 Git . 108.96 |======================================================= libavif avifenc 0.7.3 Encoder Speed: 8 Seconds < Lower Is Better Linux 5.4 ..... 8.199 |======================================================= Linux 5.8 ..... 8.257 |======================================================== Linux 5.9 Git . 8.316 |======================================================== libavif avifenc 0.7.3 Encoder Speed: 10 Seconds < Lower Is Better Linux 5.4 ..... 7.600 |======================================================= Linux 5.8 ..... 7.639 |======================================================== Linux 5.9 Git . 7.678 |======================================================== Timed Apache Compilation 2.4.41 Time To Compile Seconds < Lower Is Better Linux 5.4 ..... 32.73 |======================================================== Linux 5.8 ..... 32.71 |======================================================= Linux 5.9 Git . 33.01 |======================================================== Timed GDB GNU Debugger Compilation 9.1 Time To Compile Seconds < Lower Is Better Linux 5.4 ..... 159.60 |======================================================= Linux 5.8 ..... 157.32 |====================================================== Linux 5.9 Git . 160.64 |======================================================= Timed Linux Kernel Compilation 5.4 Time To Compile Seconds < Lower Is Better Linux 5.4 ..... 199.64 |======================================================= Linux 5.8 ..... 199.79 |======================================================= Linux 5.9 Git . 200.95 |======================================================= Timed LLVM Compilation 10.0 Time To Compile Seconds < Lower Is Better Linux 5.4 ..... 1493.22 |====================================================== Linux 5.8 ..... 1490.33 |====================================================== Linux 5.9 Git . 1493.85 |====================================================== XZ Compression 5.2.4 Compressing ubuntu-16.04.3-server-i386.img, Compression Level 9 Seconds < Lower Is Better Linux 5.4 ..... 50.74 |======================================================== Linux 5.8 ..... 50.62 |======================================================== Linux 5.9 Git . 51.03 |======================================================== DeepSpeech 0.6 Acceleration: CPU Seconds < Lower Is Better Linux 5.4 ..... 78.51 |======================================================= Linux 5.8 ..... 80.61 |======================================================== Linux 5.9 Git . 80.05 |======================================================== eSpeak-NG Speech Engine 20200907 Text-To-Speech Synthesis Seconds < Lower Is Better Linux 5.4 ..... 33.93 |======================================================= Linux 5.8 ..... 34.26 |======================================================= Linux 5.9 Git . 34.59 |======================================================== Montage Astronomical Image Mosaic Engine 6.0 Mosaic of M17, K band, 1.5 deg x 1.5 deg Seconds < Lower Is Better Linux 5.4 ..... 89.56 |======================================================= Linux 5.8 ..... 90.70 |======================================================== Linux 5.9 Git . 91.03 |======================================================== RNNoise 2020-06-28 Seconds < Lower Is Better Linux 5.4 ..... 27.87 |======================================================= Linux 5.8 ..... 28.13 |======================================================== Linux 5.9 Git . 28.09 |======================================================== System GZIP Decompression Seconds < Lower Is Better Linux 5.4 ..... 3.282 |======================================================= Linux 5.8 ..... 3.339 |======================================================== Linux 5.9 Git . 3.355 |======================================================== MPV Video Input: Big Buck Bunny Sunflower 4K - Decode: Software Only FPS > Higher Is Better Linux 5.4 ..... 32.10 |======================================================== Linux 5.8 ..... 32.22 |======================================================== Linux 5.9 Git . 32.28 |======================================================== MPV Video Input: Big Buck Bunny Sunflower 1080p - Decode: Software Only FPS > Higher Is Better Linux 5.4 ..... 139.45 |======================================================= Linux 5.8 ..... 139.88 |======================================================= Linux 5.9 Git . 139.75 |======================================================= Apache CouchDB 3.1.1 Bulk Size: 100 - Inserts: 1000 - Rounds: 24 Seconds < Lower Is Better Linux 5.4 ..... 175.79 |======================================================= Linux 5.8 ..... 157.30 |================================================= Linux 5.9 Git . 161.47 |=================================================== KeyDB 6.0.16 Ops/sec > Higher Is Better Linux 5.4 ..... 393603.00 |==================================================== Linux 5.8 ..... 381234.65 |================================================== Linux 5.9 Git . 377603.40 |================================================== GROMACS 2020.3 Water Benchmark Ns Per Day > Higher Is Better Linux 5.4 ..... 0.504 |======================================================== Linux 5.8 ..... 0.504 |======================================================== Linux 5.9 Git . 0.502 |======================================================== TensorFlow Lite 2020-08-23 Model: SqueezeNet Microseconds < Lower Is Better Linux 5.4 ..... 499694 |======================================================= Linux 5.8 ..... 499845 |======================================================= Linux 5.9 Git . 499825 |======================================================= TensorFlow Lite 2020-08-23 Model: Inception V4 Microseconds < Lower Is Better Linux 5.4 ..... 7204167 |====================================================== Linux 5.8 ..... 7204273 |====================================================== Linux 5.9 Git . 7202907 |====================================================== TensorFlow Lite 2020-08-23 Model: NASNet Mobile Microseconds < Lower Is Better Linux 5.4 ..... 366947 |======================================================= Linux 5.8 ..... 366914 |======================================================= Linux 5.9 Git . 367078 |======================================================= TensorFlow Lite 2020-08-23 Model: Mobilenet Float Microseconds < Lower Is Better Linux 5.4 ..... 339412 |======================================================= Linux 5.8 ..... 339372 |======================================================= Linux 5.9 Git . 339434 |======================================================= TensorFlow Lite 2020-08-23 Model: Mobilenet Quant Microseconds < Lower Is Better Linux 5.4 ..... 348999 |======================================================= Linux 5.8 ..... 348976 |======================================================= Linux 5.9 Git . 349438 |======================================================= TensorFlow Lite 2020-08-23 Model: Inception ResNet V2 Microseconds < Lower Is Better Linux 5.4 ..... 6517420 |====================================================== Linux 5.8 ..... 6518137 |====================================================== Linux 5.9 Git . 6518793 |====================================================== ASTC Encoder 2.0 Preset: Fast Seconds < Lower Is Better Linux 5.4 ..... 9.02 |======================================================== Linux 5.8 ..... 9.12 |========================================================= Linux 5.9 Git . 9.07 |========================================================= ASTC Encoder 2.0 Preset: Medium Seconds < Lower Is Better Linux 5.4 ..... 11.14 |======================================================== Linux 5.8 ..... 11.14 |======================================================== Linux 5.9 Git . 11.15 |======================================================== ASTC Encoder 2.0 Preset: Thorough Seconds < Lower Is Better Linux 5.4 ..... 72.26 |======================================================== Linux 5.8 ..... 72.32 |======================================================== Linux 5.9 Git . 72.37 |======================================================== ASTC Encoder 2.0 Preset: Exhaustive Seconds < Lower Is Better Linux 5.4 ..... 578.17 |======================================================= Linux 5.8 ..... 578.30 |======================================================= Linux 5.9 Git . 578.22 |======================================================= Hugin Panorama Photo Assistant + Stitching Time Seconds < Lower Is Better Linux 5.4 ..... 73.46 |======================================================= Linux 5.8 ..... 74.06 |======================================================== Linux 5.9 Git . 74.65 |======================================================== OCRMyPDF 9.6.0+dfsg Processing 60 Page PDF Document Seconds < Lower Is Better Linux 5.4 ..... 55.54 |======================================================== Linux 5.8 ..... 55.39 |======================================================== Linux 5.9 Git . 55.51 |======================================================== Caffe 2020-02-13 Model: AlexNet - Acceleration: CPU - Iterations: 100 Milli-Seconds < Lower Is Better Linux 5.4 ..... 66942 |======================================================== Linux 5.8 ..... 67067 |======================================================== Linux 5.9 Git . 66888 |======================================================== Caffe 2020-02-13 Model: AlexNet - Acceleration: CPU - Iterations: 200 Milli-Seconds < Lower Is Better Linux 5.4 ..... 133823 |======================================================= Linux 5.8 ..... 133870 |======================================================= Linux 5.9 Git . 133774 |======================================================= Caffe 2020-02-13 Model: GoogleNet - Acceleration: CPU - Iterations: 100 Milli-Seconds < Lower Is Better Linux 5.4 ..... 164645 |======================================================= Linux 5.8 ..... 165139 |======================================================= Linux 5.9 Git . 165181 |======================================================= Caffe 2020-02-13 Model: GoogleNet - Acceleration: CPU - Iterations: 200 Milli-Seconds < Lower Is Better Linux 5.4 ..... 328888 |======================================================= Linux 5.8 ..... 330435 |======================================================= Linux 5.9 Git . 330664 |======================================================= GPAW 20.1 Input: Carbon Nanotube Seconds < Lower Is Better Linux 5.4 ..... 598.32 |======================================================= Linux 5.8 ..... 597.09 |====================================================== Linux 5.9 Git . 602.79 |======================================================= Mobile Neural Network 2020-09-17 Model: SqueezeNetV1.0 ms < Lower Is Better Linux 5.4 ..... 10.26 |======================================================= Linux 5.8 ..... 10.37 |======================================================== Linux 5.9 Git . 10.40 |======================================================== Mobile Neural Network 2020-09-17 Model: resnet-v2-50 ms < Lower Is Better Linux 5.4 ..... 56.16 |======================================================= Linux 5.8 ..... 56.93 |======================================================== Linux 5.9 Git . 57.04 |======================================================== Mobile Neural Network 2020-09-17 Model: MobileNetV2_224 ms < Lower Is Better Linux 5.4 ..... 5.601 |======================================================== Linux 5.8 ..... 5.638 |======================================================== Linux 5.9 Git . 5.605 |======================================================== Mobile Neural Network 2020-09-17 Model: mobilenet-v1-1.0 ms < Lower Is Better Linux 5.4 ..... 7.748 |======================================================== Linux 5.8 ..... 7.788 |======================================================== Linux 5.9 Git . 7.800 |======================================================== Mobile Neural Network 2020-09-17 Model: inception-v3 ms < Lower Is Better Linux 5.4 ..... 62.31 |======================================================= Linux 5.8 ..... 62.93 |======================================================== Linux 5.9 Git . 62.56 |======================================================== NCNN 20200916 Target: CPU - Model: squeezenet ms < Lower Is Better Linux 5.4 ..... 24.88 |======================================================== Linux 5.8 ..... 24.76 |======================================================== Linux 5.9 Git . 24.84 |======================================================== NCNN 20200916 Target: CPU - Model: mobilenet ms < Lower Is Better Linux 5.4 ..... 28.94 |======================================================== Linux 5.8 ..... 28.85 |======================================================== Linux 5.9 Git . 28.84 |======================================================== NCNN 20200916 Target: CPU-v2-v2 - Model: mobilenet-v2 ms < Lower Is Better Linux 5.4 ..... 7.79 |========================================================= Linux 5.8 ..... 7.82 |========================================================= Linux 5.9 Git . 7.78 |========================================================= NCNN 20200916 Target: CPU-v3-v3 - Model: mobilenet-v3 ms < Lower Is Better Linux 5.4 ..... 6.53 |========================================================= Linux 5.8 ..... 6.53 |========================================================= Linux 5.9 Git . 6.52 |========================================================= NCNN 20200916 Target: CPU - Model: shufflenet-v2 ms < Lower Is Better Linux 5.4 ..... 4.67 |========================================================= Linux 5.8 ..... 4.66 |========================================================= Linux 5.9 Git . 4.66 |========================================================= NCNN 20200916 Target: CPU - Model: mnasnet ms < Lower Is Better Linux 5.4 ..... 6.66 |========================================================= Linux 5.8 ..... 6.61 |========================================================= Linux 5.9 Git . 6.62 |========================================================= NCNN 20200916 Target: CPU - Model: efficientnet-b0 ms < Lower Is Better Linux 5.4 ..... 10.51 |======================================================== Linux 5.8 ..... 10.44 |======================================================== Linux 5.9 Git . 10.45 |======================================================== NCNN 20200916 Target: CPU - Model: blazeface ms < Lower Is Better Linux 5.4 ..... 2.17 |========================================================= Linux 5.8 ..... 2.14 |======================================================== Linux 5.9 Git . 2.15 |======================================================== NCNN 20200916 Target: CPU - Model: googlenet ms < Lower Is Better Linux 5.4 ..... 23.08 |======================================================== Linux 5.8 ..... 23.03 |======================================================== Linux 5.9 Git . 23.07 |======================================================== NCNN 20200916 Target: CPU - Model: vgg16 ms < Lower Is Better Linux 5.4 ..... 89.35 |======================================================== Linux 5.8 ..... 88.95 |======================================================== Linux 5.9 Git . 88.82 |======================================================== NCNN 20200916 Target: CPU - Model: resnet18 ms < Lower Is Better Linux 5.4 ..... 23.09 |======================================================== Linux 5.8 ..... 23.11 |======================================================== Linux 5.9 Git . 23.05 |======================================================== NCNN 20200916 Target: CPU - Model: alexnet ms < Lower Is Better Linux 5.4 ..... 22.56 |======================================================== Linux 5.8 ..... 22.12 |======================================================= Linux 5.9 Git . 22.41 |======================================================== NCNN 20200916 Target: CPU - Model: resnet50 ms < Lower Is Better Linux 5.4 ..... 46.50 |======================================================== Linux 5.8 ..... 46.45 |======================================================== Linux 5.9 Git . 46.46 |======================================================== NCNN 20200916 Target: CPU - Model: yolov4-tiny ms < Lower Is Better Linux 5.4 ..... 39.48 |======================================================== Linux 5.8 ..... 39.36 |======================================================== Linux 5.9 Git . 39.45 |======================================================== NCNN 20200916 Target: Vulkan GPU - Model: squeezenet ms < Lower Is Better Linux 5.4 ..... 52.13 |======================================================== Linux 5.8 ..... 43.80 |=============================================== Linux 5.9 Git . 43.80 |=============================================== NCNN 20200916 Target: Vulkan GPU - Model: mobilenet ms < Lower Is Better Linux 5.4 ..... 46.43 |======================================================== Linux 5.8 ..... 38.59 |=============================================== Linux 5.9 Git . 38.17 |============================================== NCNN 20200916 Target: Vulkan GPU-v2-v2 - Model: mobilenet-v2 ms < Lower Is Better Linux 5.4 ..... 14.72 |======================================================== Linux 5.8 ..... 12.69 |================================================ Linux 5.9 Git . 12.68 |================================================ NCNN 20200916 Target: Vulkan GPU-v3-v3 - Model: mobilenet-v3 ms < Lower Is Better Linux 5.4 ..... 16.32 |======================================================== Linux 5.8 ..... 14.00 |================================================ Linux 5.9 Git . 13.99 |================================================ NCNN 20200916 Target: Vulkan GPU - Model: shufflenet-v2 ms < Lower Is Better Linux 5.4 ..... 10.11 |=================================================== Linux 5.8 ..... 10.06 |=================================================== Linux 5.9 Git . 11.09 |======================================================== NCNN 20200916 Target: Vulkan GPU - Model: mnasnet ms < Lower Is Better Linux 5.4 ..... 15.11 |======================================================== Linux 5.8 ..... 13.00 |================================================ Linux 5.9 Git . 13.00 |================================================ NCNN 20200916 Target: Vulkan GPU - Model: efficientnet-b0 ms < Lower Is Better Linux 5.4 ..... 30.86 |======================================================== Linux 5.8 ..... 26.02 |=============================================== Linux 5.9 Git . 26.02 |=============================================== NCNN 20200916 Target: Vulkan GPU - Model: blazeface ms < Lower Is Better Linux 5.4 ..... 2.63 |========================================================= Linux 5.8 ..... 2.35 |=================================================== Linux 5.9 Git . 2.29 |================================================== NCNN 20200916 Target: Vulkan GPU - Model: googlenet ms < Lower Is Better Linux 5.4 ..... 42.16 |======================================================== Linux 5.8 ..... 35.48 |=============================================== Linux 5.9 Git . 35.47 |=============================================== NCNN 20200916 Target: Vulkan GPU - Model: vgg16 ms < Lower Is Better Linux 5.4 ..... 214.21 |======================================================= Linux 5.8 ..... 206.48 |===================================================== Linux 5.9 Git . 205.15 |===================================================== NCNN 20200916 Target: Vulkan GPU - Model: resnet18 ms < Lower Is Better Linux 5.4 ..... 36.80 |======================================================== Linux 5.8 ..... 31.34 |================================================ Linux 5.9 Git . 31.36 |================================================ NCNN 20200916 Target: Vulkan GPU - Model: alexnet ms < Lower Is Better Linux 5.4 ..... 57.94 |======================================================== Linux 5.8 ..... 51.30 |================================================== Linux 5.9 Git . 49.78 |================================================ NCNN 20200916 Target: Vulkan GPU - Model: resnet50 ms < Lower Is Better Linux 5.4 ..... 87.11 |======================================================== Linux 5.8 ..... 75.25 |================================================ Linux 5.9 Git . 75.27 |================================================ NCNN 20200916 Target: Vulkan GPU - Model: yolov4-tiny ms < Lower Is Better Linux 5.4 ..... 89.34 |======================================================== Linux 5.8 ..... 79.45 |================================================== Linux 5.9 Git . 79.33 |================================================== TNN 0.2.3 Target: CPU - Model: MobileNet v2 ms < Lower Is Better Linux 5.4 ..... 366.30 |======================================================= Linux 5.8 ..... 366.39 |======================================================= Linux 5.9 Git . 366.63 |======================================================= TNN 0.2.3 Target: CPU - Model: SqueezeNet v1.1 ms < Lower Is Better Linux 5.4 ..... 344.44 |======================================================= Linux 5.8 ..... 346.50 |======================================================= Linux 5.9 Git . 346.14 |======================================================= Blender 2.90 Blend File: BMW27 - Compute: CPU-Only Seconds < Lower Is Better Linux 5.4 ..... 382.67 |======================================================= Linux 5.8 ..... 382.25 |======================================================= Linux 5.9 Git . 381.93 |======================================================= Blender 2.90 Blend File: Fishy Cat - Compute: CPU-Only Seconds < Lower Is Better Linux 5.4 ..... 532.49 |======================================================= Linux 5.8 ..... 531.91 |======================================================= Linux 5.9 Git . 532.18 |======================================================= ECP-CANDLE 0.3 Benchmark: P1B2 Seconds < Lower Is Better Linux 5.4 ..... 46.13 |======================================================== Linux 5.8 ..... 45.58 |======================================================= Linux 5.9 Git . 45.98 |======================================================== ECP-CANDLE 0.3 Benchmark: P3B1 Seconds < Lower Is Better Linux 5.4 ..... 1212.79 |===================================================== Linux 5.8 ..... 1226.04 |====================================================== Linux 5.9 Git . 1229.33 |====================================================== ECP-CANDLE 0.3 Benchmark: P3B2 Seconds < Lower Is Better Linux 5.4 ..... 590.05 |====================================================== Linux 5.8 ..... 598.28 |======================================================= Linux 5.9 Git . 592.27 |====================================================== Hierarchical INTegration 1.0 Test: FLOAT QUIPs > Higher Is Better Linux 5.4 ..... 381569301.13 |================================================= Linux 5.8 ..... 381270686.12 |================================================= Linux 5.9 Git . 381134357.52 |================================================= AI Benchmark Alpha 0.1.2 Device Inference Score Score > Higher Is Better Linux 5.4 ..... 664 |========================================================== Linux 5.8 ..... 663 |========================================================== Linux 5.9 Git . 665 |========================================================== AI Benchmark Alpha 0.1.2 Device Training Score Score > Higher Is Better Linux 5.4 ..... 733 |========================================================== Linux 5.8 ..... 733 |========================================================== Linux 5.9 Git . 733 |========================================================== AI Benchmark Alpha 0.1.2 Device AI Score Score > Higher Is Better Linux 5.4 ..... 1397 |========================================================= Linux 5.8 ..... 1396 |========================================================= Linux 5.9 Git . 1398 |========================================================= Mlpack Benchmark Benchmark: scikit_ica Seconds < Lower Is Better Linux 5.4 ..... 71.10 |======================================================== Linux 5.8 ..... 68.13 |====================================================== Linux 5.9 Git . 70.06 |======================================================= Mlpack Benchmark Benchmark: scikit_qda Seconds < Lower Is Better Linux 5.4 ..... 88.35 |======================================================== Linux 5.8 ..... 84.76 |====================================================== Linux 5.9 Git . 86.12 |======================================================= Mlpack Benchmark Benchmark: scikit_svm Seconds < Lower Is Better Linux 5.4 ..... 27.86 |======================================================= Linux 5.8 ..... 28.12 |======================================================== Linux 5.9 Git . 27.87 |======================================================== Mlpack Benchmark Benchmark: scikit_linearridgeregression Seconds < Lower Is Better Linux 5.4 ..... 4.29 |======================================================== Linux 5.8 ..... 4.24 |======================================================== Linux 5.9 Git . 4.33 |========================================================= Tesseract OCR 4.1.1 Time To OCR 7 Images Seconds < Lower Is Better Linux 5.4 ..... 27.45 |======================================================== Linux 5.8 ..... 27.64 |======================================================== Linux 5.9 Git . 27.57 |======================================================== Kripke 1.2.4 Throughput FoM > Higher Is Better Linux 5.4 ..... 17835730 |===================================================== Linux 5.8 ..... 17866357 |===================================================== Linux 5.9 Git . 17848217 |===================================================== InfluxDB 1.8.2 Concurrent Streams: 4 - Batch Size: 10000 - Tags: 2,5000,1 - Points Per Series: 10000 val/sec > Higher Is Better Linux 5.4 ..... 870964.9 |===================================================== Linux 5.8 ..... 814462.2 |================================================== Linux 5.9 Git . 805704.5 |================================================= InfluxDB 1.8.2 Concurrent Streams: 64 - Batch Size: 10000 - Tags: 2,5000,1 - Points Per Series: 10000 val/sec > Higher Is Better Linux 5.4 ..... 990095.1 |===================================================== Linux 5.8 ..... 984645.3 |===================================================== Linux 5.9 Git . 982092.1 |===================================================== InfluxDB 1.8.2 Concurrent Streams: 1024 - Batch Size: 10000 - Tags: 2,5000,1 - Points Per Series: 10000 val/sec > Higher Is Better Linux 5.4 ..... 996459.9 |===================================================== Linux 5.8 ..... 993437.4 |===================================================== Linux 5.9 Git . 994952.9 |=====================================================