7700K Intel 2020 Intel Core i7-7700K testing with a MSI Z270-A PRO (MS-7A71) v1.0 (1.60 BIOS) and MSI Intel HD 630 3GB on Ubuntu 20.04 via the Phoronix Test Suite. Linux 5.4: Processor: Intel Core i7-7700K @ 4.50GHz (4 Cores / 8 Threads), Motherboard: MSI Z270-A PRO (MS-7A71) v1.0 (1.60 BIOS), Chipset: Intel Xeon E3-1200 v6/7th + Z270, Memory: 16GB, Disk: 256GB Samsung SSD 850, Graphics: MSI Intel HD 630 3GB (1150MHz), Audio: Realtek ALC892, Monitor: LG Ultra HD, Network: Realtek RTL8111/8168/8411 OS: Ubuntu 20.04, Kernel: 5.4.0-28-generic (x86_64), Desktop: GNOME Shell 3.36.1, Display Server: X Server 1.20.8, Display Driver: modesetting 1.20.8, OpenGL: 4.6 Mesa 20.0.4, OpenCL: OpenCL 2.1, Compiler: GCC 9.3.0, File-System: ext4, Screen Resolution: 3840x2160 Linux 5.8: Processor: Intel Core i7-7700K @ 4.50GHz (4 Cores / 8 Threads), Motherboard: MSI Z270-A PRO (MS-7A71) v1.0 (1.60 BIOS), Chipset: Intel Xeon E3-1200 v6/7th + Z270, Memory: 16GB, Disk: 256GB Samsung SSD 850, Graphics: MSI Intel HD 630 3GB (1150MHz), Audio: Realtek ALC892, Monitor: LG Ultra HD, Network: Realtek RTL8111/8168/8411 OS: Ubuntu 20.04, Kernel: 5.8.14-050814-generic (x86_64), 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, OpenCL: OpenCL 2.1, Compiler: GCC 9.3.0, File-System: ext4, Screen Resolution: 3840x2160 Linux 5.9: Processor: Intel Core i7-7700K @ 4.50GHz (4 Cores / 8 Threads), Motherboard: MSI Z270-A PRO (MS-7A71) v1.0 (1.60 BIOS), Chipset: Intel Xeon E3-1200 v6/7th + Z270, Memory: 16GB, Disk: 256GB Samsung SSD 850, Graphics: MSI Intel HD 630 3GB (1150MHz), Audio: Realtek ALC892, Monitor: LG Ultra HD, Network: Realtek RTL8111/8168/8411 OS: Ubuntu 20.04, Kernel: 5.9.0-050900rc8daily20201011-generic (x86_64) 20201010, 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, OpenCL: OpenCL 2.1, 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 . 42.12 |========== Linux 5.8 . 258.72 |=========================================================== Linux 5.9 . 258.76 |=========================================================== VkFFT 2020-09-29 Benchmark Score > Higher Is Better Linux 5.4 . 1123 |========================================================= Linux 5.8 . 1211 |============================================================= Linux 5.9 . 1212 |============================================================= GLmark2 2020.04 Resolution: 1920 x 1080 Score > Higher Is Better Linux 5.4 . 593 |=========================================================== Linux 5.8 . 627 |============================================================== Linux 5.9 . 624 |============================================================== GLmark2 2020.04 Resolution: 1920 x 1200 Score > Higher Is Better Linux 5.4 . 528 |=========================================================== Linux 5.8 . 553 |============================================================== Linux 5.9 . 556 |============================================================== GLmark2 2020.04 Resolution: 2560 x 1440 Score > Higher Is Better Linux 5.4 . 349 |============================================================ Linux 5.8 . 361 |============================================================== Linux 5.9 . 362 |============================================================== GLmark2 2020.04 Resolution: 3840 x 2160 Score > Higher Is Better Linux 5.4 . 157 |============================================================ Linux 5.8 . 161 |============================================================== Linux 5.9 . 161 |============================================================== WireGuard + Linux Networking Stack Stress Test Seconds < Lower Is Better Linux 5.4 . 168.75 |====================================================== Linux 5.8 . 184.54 |=========================================================== Linux 5.9 . 183.33 |=========================================================== LeelaChessZero 0.26 Backend: BLAS Nodes Per Second > Higher Is Better Linux 5.4 . 953 |============================================================ Linux 5.8 . 991 |============================================================== Linux 5.9 . 987 |============================================================== LeelaChessZero 0.26 Backend: Eigen Nodes Per Second > Higher Is Better Linux 5.4 . 876 |============================================================ Linux 5.8 . 907 |============================================================== Linux 5.9 . 901 |============================================================== LeelaChessZero 0.26 Backend: Random Nodes Per Second > Higher Is Better Linux 5.4 . 256347 |========================================================== Linux 5.8 . 261323 |=========================================================== Linux 5.9 . 261626 |=========================================================== Rodinia 3.1 Test: OpenMP LavaMD Seconds < Lower Is Better Linux 5.4 . 457.36 |=========================================================== Linux 5.8 . 453.97 |=========================================================== Linux 5.9 . 453.55 |=========================================================== Rodinia 3.1 Test: OpenMP HotSpot3D Seconds < Lower Is Better Linux 5.4 . 99.79 |=========================================================== Linux 5.8 . 100.01 |=========================================================== Linux 5.9 . 99.89 |=========================================================== Rodinia 3.1 Test: OpenMP Leukocyte Seconds < Lower Is Better Linux 5.4 . 201.50 |========================================================= Linux 5.8 . 207.37 |=========================================================== Linux 5.9 . 206.12 |=========================================================== Rodinia 3.1 Test: OpenMP CFD Solver Seconds < Lower Is Better Linux 5.4 . 38.77 |============================================================ Linux 5.8 . 38.68 |============================================================ Linux 5.9 . 38.72 |============================================================ Rodinia 3.1 Test: OpenMP Streamcluster Seconds < Lower Is Better Linux 5.4 . 21.33 |============================================================ Linux 5.8 . 21.29 |============================================================ Linux 5.9 . 21.29 |============================================================ NAMD 2.14 ATPase Simulation - 327,506 Atoms days/ns < Lower Is Better Linux 5.4 . 3.16702 |========================================================== Linux 5.8 . 3.13906 |========================================================= Linux 5.9 . 3.10076 |========================================================= Dolfyn 0.527 Computational Fluid Dynamics Seconds < Lower Is Better Linux 5.4 . 18.15 |============================================================ Linux 5.8 . 18.15 |============================================================ Linux 5.9 . 18.19 |============================================================ FFTE 7.0 N=256, 3D Complex FFT Routine MFLOPS > Higher Is Better Linux 5.4 . 21538.73 |===================================================== Linux 5.8 . 23103.60 |========================================================= Linux 5.9 . 22961.98 |========================================================= Timed HMMer Search 3.3.1 Pfam Database Search Seconds < Lower Is Better Linux 5.4 . 102.55 |=========================================================== Linux 5.8 . 102.46 |=========================================================== Linux 5.9 . 102.40 |=========================================================== Incompact3D 2020-09-17 Input: Cylinder Seconds < Lower Is Better Linux 5.4 . 600.64 |=========================================================== Linux 5.8 . 605.08 |=========================================================== Linux 5.9 . 603.42 |=========================================================== Timed MAFFT Alignment 7.471 Multiple Sequence Alignment - LSU RNA Seconds < Lower Is Better Linux 5.4 . 10.38 |============================================================ Linux 5.8 . 10.32 |============================================================ Linux 5.9 . 10.32 |============================================================ Monte Carlo Simulations of Ionised Nebulae 2019-03-24 Input: Dust 2D tau100.0 Seconds < Lower Is Better Linux 5.4 . 241 |============================================================== Linux 5.8 . 241 |============================================================== Linux 5.9 . 241 |============================================================== LAMMPS Molecular Dynamics Simulator 24Aug2020 Model: Rhodopsin Protein ns/day > Higher Is Better Linux 5.4 . 3.441 |============================================================ Linux 5.8 . 3.438 |============================================================ Linux 5.9 . 3.437 |============================================================ WebP Image Encode 1.1 Encode Settings: Default Encode Time - Seconds < Lower Is Better Linux 5.4 . 1.499 |============================================================ Linux 5.8 . 1.498 |============================================================ Linux 5.9 . 1.498 |============================================================ WebP Image Encode 1.1 Encode Settings: Quality 100 Encode Time - Seconds < Lower Is Better Linux 5.4 . 2.348 |============================================================ Linux 5.8 . 2.346 |============================================================ Linux 5.9 . 2.349 |============================================================ WebP Image Encode 1.1 Encode Settings: Quality 100, Lossless Encode Time - Seconds < Lower Is Better Linux 5.4 . 16.74 |============================================================ Linux 5.8 . 16.68 |============================================================ Linux 5.9 . 16.74 |============================================================ WebP Image Encode 1.1 Encode Settings: Quality 100, Highest Compression Encode Time - Seconds < Lower Is Better Linux 5.4 . 7.015 |============================================================ Linux 5.8 . 7.017 |============================================================ Linux 5.9 . 7.009 |============================================================ WebP Image Encode 1.1 Encode Settings: Quality 100, Lossless, Highest Compression Encode Time - Seconds < Lower Is Better Linux 5.4 . 39.00 |============================================================ Linux 5.8 . 38.92 |============================================================ Linux 5.9 . 38.93 |============================================================ Java Gradle Build Gradle Build: Reactor Seconds < Lower Is Better Linux 5.4 . 199.23 |=========================================================== Linux 5.8 . 193.06 |========================================================= Linux 5.9 . 197.76 |=========================================================== DaCapo Benchmark 9.12-MR1 Java Test: H2 msec < Lower Is Better Linux 5.4 . 2955 |============================================================= Linux 5.8 . 2928 |============================================================ Linux 5.9 . 2935 |============================================================= DaCapo Benchmark 9.12-MR1 Java Test: Jython msec < Lower Is Better Linux 5.4 . 3532 |=========================================================== Linux 5.8 . 3521 |=========================================================== Linux 5.9 . 3622 |============================================================= DaCapo Benchmark 9.12-MR1 Java Test: Tradesoap msec < Lower Is Better Linux 5.4 . 5634 |=========================================================== Linux 5.8 . 5716 |============================================================ Linux 5.9 . 5780 |============================================================= Renaissance 0.10.0 Test: Scala Dotty ms < Lower Is Better Linux 5.4 . 1525.66 |========================================================= Linux 5.8 . 1521.47 |========================================================= Linux 5.9 . 1552.34 |========================================================== Renaissance 0.10.0 Test: Random Forest ms < Lower Is Better Linux 5.4 . 1611.40 |======================================================= Linux 5.8 . 1712.83 |========================================================== Linux 5.9 . 1685.93 |========================================================= Renaissance 0.10.0 Test: Apache Spark ALS ms < Lower Is Better Linux 5.4 . 2266.94 |================================================== Linux 5.8 . 2605.07 |========================================================= Linux 5.9 . 2642.19 |========================================================== Renaissance 0.10.0 Test: Apache Spark Bayes ms < Lower Is Better Linux 5.4 . 2928.27 |========================================================== Linux 5.8 . 2845.83 |======================================================== Linux 5.9 . 2863.14 |========================================================= Renaissance 0.10.0 Test: Savina Reactors.IO ms < Lower Is Better Linux 5.4 . 17713.74 |========================================================= Linux 5.8 . 15098.24 |================================================= Linux 5.9 . 15086.87 |================================================= Renaissance 0.10.0 Test: Apache Spark PageRank ms < Lower Is Better Linux 5.4 . 4012.35 |======================================================== Linux 5.8 . 4095.81 |========================================================= Linux 5.9 . 4135.93 |========================================================== Renaissance 0.10.0 Test: In-Memory Database Shootout ms < Lower Is Better Linux 5.4 . 3052.94 |====================================================== Linux 5.8 . 3219.10 |========================================================= Linux 5.9 . 3253.72 |========================================================== Renaissance 0.10.0 Test: Akka Unbalanced Cobwebbed Tree ms < Lower Is Better Linux 5.4 . 7673.09 |========================================================== Linux 5.8 . 7656.80 |========================================================== Linux 5.9 . 7634.87 |========================================================== BYTE Unix Benchmark 3.6 Computational Test: Dhrystone 2 LPS > Higher Is Better Linux 5.4 . 44618964.4 |======================================================= Linux 5.8 . 44673416.7 |======================================================= Linux 5.9 . 44505024.9 |======================================================= Zstd Compression 1.4.5 Compression Level: 3 MB/s > Higher Is Better Linux 5.4 . 2710.1 |=========================================================== Linux 5.8 . 2708.9 |=========================================================== Linux 5.9 . 2706.7 |=========================================================== Zstd Compression 1.4.5 Compression Level: 19 MB/s > Higher Is Better Linux 5.4 . 23 |=============================================================== Linux 5.8 . 23 |=============================================================== Linux 5.9 . 23 |=============================================================== LibRaw 0.20 Post-Processing Benchmark Mpix/sec > Higher Is Better Linux 5.4 . 33.62 |============================================================ Linux 5.8 . 33.52 |============================================================ Linux 5.9 . 33.57 |============================================================ oneDNN 1.5 Harness: IP Batch 1D - Data Type: f32 - Engine: CPU ms < Lower Is Better Linux 5.4 . 6.54384 |========================================================= Linux 5.8 . 6.54102 |========================================================= Linux 5.9 . 6.60699 |========================================================== oneDNN 1.5 Harness: IP Batch All - Data Type: f32 - Engine: CPU ms < Lower Is Better Linux 5.4 . 98.37 |============================================================ Linux 5.8 . 98.07 |============================================================ Linux 5.9 . 98.55 |============================================================ oneDNN 1.5 Harness: IP Batch 1D - Data Type: u8s8f32 - Engine: CPU ms < Lower Is Better Linux 5.4 . 3.00527 |========================================================= Linux 5.8 . 3.05035 |========================================================== Linux 5.9 . 3.01876 |========================================================= oneDNN 1.5 Harness: IP Batch All - Data Type: u8s8f32 - Engine: CPU ms < Lower Is Better Linux 5.4 . 40.56 |=========================================================== Linux 5.8 . 41.01 |============================================================ Linux 5.9 . 41.12 |============================================================ oneDNN 1.5 Harness: Convolution Batch Shapes Auto - Data Type: f32 - Engine: CPU ms < Lower Is Better Linux 5.4 . 21.72 |============================================================ Linux 5.8 . 21.48 |=========================================================== Linux 5.9 . 21.37 |=========================================================== oneDNN 1.5 Harness: Deconvolution Batch deconv_1d - Data Type: f32 - Engine: CPU ms < Lower Is Better Linux 5.4 . 7.43820 |========================================================= Linux 5.8 . 7.47381 |========================================================= Linux 5.9 . 7.55572 |========================================================== oneDNN 1.5 Harness: Deconvolution Batch deconv_3d - Data Type: f32 - Engine: CPU ms < Lower Is Better Linux 5.4 . 11.46 |========================================================== Linux 5.8 . 11.93 |============================================================ Linux 5.9 . 11.67 |=========================================================== oneDNN 1.5 Harness: Convolution Batch Shapes Auto - Data Type: u8s8f32 - Engine: CPU ms < Lower Is Better Linux 5.4 . 16.39 |============================================================ Linux 5.8 . 16.19 |=========================================================== Linux 5.9 . 16.02 |=========================================================== oneDNN 1.5 Harness: Deconvolution Batch deconv_1d - Data Type: u8s8f32 - Engine: CPU ms < Lower Is Better Linux 5.4 . 8.18147 |========================================================== Linux 5.8 . 8.13343 |========================================================= Linux 5.9 . 8.20617 |========================================================== oneDNN 1.5 Harness: Deconvolution Batch deconv_3d - Data Type: u8s8f32 - Engine: CPU ms < Lower Is Better Linux 5.4 . 5.92271 |========================================================== Linux 5.8 . 5.96393 |========================================================== Linux 5.9 . 5.95687 |========================================================== oneDNN 1.5 Harness: Recurrent Neural Network Training - Data Type: f32 - Engine: CPU ms < Lower Is Better Linux 5.4 . 482.65 |=========================================================== Linux 5.8 . 485.39 |=========================================================== Linux 5.9 . 479.08 |========================================================== oneDNN 1.5 Harness: Recurrent Neural Network Inference - Data Type: f32 - Engine: CPU ms < Lower Is Better Linux 5.4 . 297.06 |========================================================== Linux 5.8 . 297.45 |========================================================== Linux 5.9 . 300.91 |=========================================================== oneDNN 1.5 Harness: Matrix Multiply Batch Shapes Transformer - Data Type: f32 - Engine: CPU ms < Lower Is Better Linux 5.4 . 4.12800 |========================================================= Linux 5.8 . 4.20741 |========================================================== Linux 5.9 . 4.14533 |========================================================= oneDNN 1.5 Harness: Matrix Multiply Batch Shapes Transformer - Data Type: u8s8f32 - Engine: CPU ms < Lower Is Better Linux 5.4 . 5.77276 |========================================================== Linux 5.8 . 5.70689 |========================================================= Linux 5.9 . 5.70363 |========================================================= dav1d 0.7.0 Video Input: Chimera 1080p FPS > Higher Is Better Linux 5.4 . 389.16 |=========================================================== Linux 5.8 . 389.39 |=========================================================== Linux 5.9 . 390.64 |=========================================================== dav1d 0.7.0 Video Input: Summer Nature 4K FPS > Higher Is Better Linux 5.4 . 104.65 |=========================================================== Linux 5.8 . 103.76 |========================================================== Linux 5.9 . 103.63 |========================================================== dav1d 0.7.0 Video Input: Summer Nature 1080p FPS > Higher Is Better Linux 5.4 . 360.91 |=========================================================== Linux 5.8 . 361.03 |=========================================================== Linux 5.9 . 359.55 |=========================================================== dav1d 0.7.0 Video Input: Chimera 1080p 10-bit FPS > Higher Is Better Linux 5.4 . 83.49 |============================================================ Linux 5.8 . 82.96 |============================================================ Linux 5.9 . 83.01 |============================================================ LuxCoreRender 2.3 Scene: DLSC M samples/sec > Higher Is Better Linux 5.4 . 0.84 |============================================================ Linux 5.8 . 0.86 |============================================================= Linux 5.9 . 0.86 |============================================================= LuxCoreRender 2.3 Scene: Rainbow Colors and Prism M samples/sec > Higher Is Better Linux 5.4 . 0.92 |============================================================ Linux 5.8 . 0.93 |============================================================ Linux 5.9 . 0.94 |============================================================= 7-Zip Compression 16.02 Compress Speed Test MIPS > Higher Is Better Linux 5.4 . 28997 |============================================================ Linux 5.8 . 28756 |============================================================ Linux 5.9 . 28264 |========================================================== libavif avifenc 0.7.3 Encoder Speed: 0 Seconds < Lower Is Better Linux 5.4 . 147.09 |========================================================== Linux 5.8 . 148.53 |=========================================================== Linux 5.9 . 149.10 |=========================================================== libavif avifenc 0.7.3 Encoder Speed: 2 Seconds < Lower Is Better Linux 5.4 . 87.88 |============================================================ Linux 5.8 . 87.52 |============================================================ Linux 5.9 . 87.90 |============================================================ libavif avifenc 0.7.3 Encoder Speed: 8 Seconds < Lower Is Better Linux 5.4 . 6.760 |=========================================================== Linux 5.8 . 6.852 |============================================================ Linux 5.9 . 6.890 |============================================================ libavif avifenc 0.7.3 Encoder Speed: 10 Seconds < Lower Is Better Linux 5.4 . 6.294 |=========================================================== Linux 5.8 . 6.362 |============================================================ Linux 5.9 . 6.392 |============================================================ Timed Apache Compilation 2.4.41 Time To Compile Seconds < Lower Is Better Linux 5.4 . 26.67 |============================================================ Linux 5.8 . 26.52 |============================================================ Linux 5.9 . 26.54 |============================================================ Timed Linux Kernel Compilation 5.4 Time To Compile Seconds < Lower Is Better Linux 5.4 . 159.96 |=========================================================== Linux 5.8 . 159.02 |=========================================================== Linux 5.9 . 160.02 |=========================================================== Build2 0.12 Time To Compile Seconds < Lower Is Better Linux 5.4 . 193.41 |=========================================================== Linux 5.8 . 195.01 |=========================================================== Linux 5.9 . 194.41 |=========================================================== XZ Compression 5.2.4 Compressing ubuntu-16.04.3-server-i386.img, Compression Level 9 Seconds < Lower Is Better Linux 5.4 . 40.19 |============================================================ Linux 5.8 . 40.00 |============================================================ Linux 5.9 . 39.91 |============================================================ eSpeak-NG Speech Engine 20200907 Text-To-Speech Synthesis Seconds < Lower Is Better Linux 5.4 . 27.00 |====================================================== Linux 5.8 . 29.66 |============================================================ Linux 5.9 . 29.86 |============================================================ 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 . 76.78 |============================================================ Linux 5.8 . 76.91 |============================================================ Linux 5.9 . 77.02 |============================================================ RNNoise 2020-06-28 Seconds < Lower Is Better Linux 5.4 . 24.08 |============================================================ Linux 5.8 . 24.07 |============================================================ Linux 5.9 . 24.07 |============================================================ System GZIP Decompression Seconds < Lower Is Better Linux 5.4 . 2.890 |============================================================ Linux 5.8 . 2.880 |============================================================ Linux 5.9 . 2.869 |============================================================ MPV Video Input: Big Buck Bunny Sunflower 4K - Decode: Software Only FPS > Higher Is Better Linux 5.4 . 37.19 |============================================================ Linux 5.8 . 37.50 |============================================================ Linux 5.9 . 37.48 |============================================================ MPV Video Input: Big Buck Bunny Sunflower 1080p - Decode: Software Only FPS > Higher Is Better Linux 5.4 . 150.37 |========================================================== Linux 5.8 . 153.94 |=========================================================== Linux 5.9 . 153.91 |=========================================================== Apache CouchDB 3.1.1 Bulk Size: 100 - Inserts: 1000 - Rounds: 24 Seconds < Lower Is Better Linux 5.4 . 152.45 |=========================================================== Linux 5.8 . 120.15 |============================================== Linux 5.9 . 122.09 |=============================================== KeyDB 6.0.16 Ops/sec > Higher Is Better Linux 5.4 . 440142.27 |=================================================== Linux 5.8 . 480395.45 |======================================================== Linux 5.9 . 474329.50 |======================================================= GROMACS 2020.3 Water Benchmark Ns Per Day > Higher Is Better Linux 5.4 . 0.586 |======================================================== Linux 5.8 . 0.619 |============================================================ Linux 5.9 . 0.624 |============================================================ Darmstadt Automotive Parallel Heterogeneous Suite Backend: OpenMP - Kernel: NDT Mapping Test Cases Per Minute > Higher Is Better Linux 5.4 . 797.68 |=========================================================== Linux 5.8 . 776.82 |========================================================= Linux 5.9 . 798.88 |=========================================================== Darmstadt Automotive Parallel Heterogeneous Suite Backend: OpenMP - Kernel: Points2Image Test Cases Per Minute > Higher Is Better Linux 5.4 . 25141.43 |========================================================= Linux 5.8 . 24549.32 |======================================================== Linux 5.9 . 24347.01 |======================================================= Darmstadt Automotive Parallel Heterogeneous Suite Backend: OpenMP - Kernel: Euclidean Cluster Test Cases Per Minute > Higher Is Better Linux 5.4 . 990.87 |=========================================================== Linux 5.8 . 987.26 |=========================================================== Linux 5.9 . 986.38 |=========================================================== TensorFlow Lite 2020-08-23 Model: SqueezeNet Microseconds < Lower Is Better Linux 5.4 . 399233 |=========================================================== Linux 5.8 . 398809 |=========================================================== Linux 5.9 . 398749 |=========================================================== TensorFlow Lite 2020-08-23 Model: Inception V4 Microseconds < Lower Is Better Linux 5.4 . 5749560 |========================================================== Linux 5.8 . 5748910 |========================================================== Linux 5.9 . 5748433 |========================================================== TensorFlow Lite 2020-08-23 Model: NASNet Mobile Microseconds < Lower Is Better Linux 5.4 . 292827 |=========================================================== Linux 5.8 . 292887 |=========================================================== Linux 5.9 . 292836 |=========================================================== TensorFlow Lite 2020-08-23 Model: Mobilenet Float Microseconds < Lower Is Better Linux 5.4 . 270813 |=========================================================== Linux 5.8 . 270791 |=========================================================== Linux 5.9 . 270872 |=========================================================== TensorFlow Lite 2020-08-23 Model: Mobilenet Quant Microseconds < Lower Is Better Linux 5.4 . 278472 |=========================================================== Linux 5.8 . 278501 |=========================================================== Linux 5.9 . 278615 |=========================================================== TensorFlow Lite 2020-08-23 Model: Inception ResNet V2 Microseconds < Lower Is Better Linux 5.4 . 5201443 |========================================================== Linux 5.8 . 5202810 |========================================================== Linux 5.9 . 5201097 |========================================================== ASTC Encoder 2.0 Preset: Fast Seconds < Lower Is Better Linux 5.4 . 7.57 |============================================================= Linux 5.8 . 7.59 |============================================================= Linux 5.9 . 7.60 |============================================================= ASTC Encoder 2.0 Preset: Medium Seconds < Lower Is Better Linux 5.4 . 8.97 |============================================================= Linux 5.8 . 8.95 |============================================================= Linux 5.9 . 8.96 |============================================================= ASTC Encoder 2.0 Preset: Thorough Seconds < Lower Is Better Linux 5.4 . 57.92 |============================================================ Linux 5.8 . 57.77 |============================================================ Linux 5.9 . 57.84 |============================================================ ASTC Encoder 2.0 Preset: Exhaustive Seconds < Lower Is Better Linux 5.4 . 464.58 |=========================================================== Linux 5.8 . 461.89 |=========================================================== Linux 5.9 . 461.93 |=========================================================== Hugin Panorama Photo Assistant + Stitching Time Seconds < Lower Is Better Linux 5.4 . 61.70 |=========================================================== Linux 5.8 . 62.54 |============================================================ Linux 5.9 . 62.88 |============================================================ OCRMyPDF 9.6.0+dfsg Processing 60 Page PDF Document Seconds < Lower Is Better Linux 5.4 . 44.72 |============================================================ Linux 5.8 . 44.78 |============================================================ Linux 5.9 . 44.84 |============================================================ Stress-NG 0.11.07 Test: MMAP Bogo Ops/s > Higher Is Better Linux 5.4 . 47.39 |============================================================ Linux 5.8 . 42.37 |====================================================== Linux 5.9 . 42.26 |====================================================== Stress-NG 0.11.07 Test: NUMA Bogo Ops/s > Higher Is Better Linux 5.4 . 125.52 |=========================================================== Linux 5.8 . 104.83 |================================================= Linux 5.9 . 97.27 |============================================== Stress-NG 0.11.07 Test: MEMFD Bogo Ops/s > Higher Is Better Linux 5.4 . 366.66 |=========================================================== Linux 5.8 . 330.20 |===================================================== Linux 5.9 . 333.90 |====================================================== Stress-NG 0.11.07 Test: Atomic Bogo Ops/s > Higher Is Better Linux 5.4 . 263212.73 |====================================================== Linux 5.8 . 262238.70 |====================================================== Linux 5.9 . 274452.48 |======================================================== Stress-NG 0.11.07 Test: Crypto Bogo Ops/s > Higher Is Better Linux 5.4 . 978.39 |=========================================================== Linux 5.8 . 978.23 |=========================================================== Linux 5.9 . 979.17 |=========================================================== Stress-NG 0.11.07 Test: Malloc Bogo Ops/s > Higher Is Better Linux 5.4 . 30826272.70 |====================================================== Linux 5.8 . 30773901.00 |====================================================== Linux 5.9 . 30880073.58 |====================================================== Stress-NG 0.11.07 Test: RdRand Bogo Ops/s > Higher Is Better Linux 5.4 . 195256.55 |======================================================== Linux 5.8 . 6101.81 |== Linux 5.9 . 6099.91 |== Stress-NG 0.11.07 Test: Forking Bogo Ops/s > Higher Is Better Linux 5.4 . 43990.58 |========================================================= Linux 5.8 . 42694.50 |======================================================= Linux 5.9 . 37586.60 |================================================= Stress-NG 0.11.07 Test: SENDFILE Bogo Ops/s > Higher Is Better Linux 5.4 . 64128.69 |========================================================= Linux 5.8 . 60899.89 |====================================================== Linux 5.9 . 61511.86 |======================================================= Stress-NG 0.11.07 Test: CPU Cache Bogo Ops/s > Higher Is Better Linux 5.4 . 22.64 |============================================================ Linux 5.8 . 22.55 |=========================================================== Linux 5.9 . 22.80 |============================================================ Stress-NG 0.11.07 Test: CPU Stress Bogo Ops/s > Higher Is Better Linux 5.4 . 2253.83 |========================================================== Linux 5.8 . 2264.72 |========================================================== Linux 5.9 . 2251.99 |========================================================== Stress-NG 0.11.07 Test: Semaphores Bogo Ops/s > Higher Is Better Linux 5.4 . 763926.86 |======================================================== Linux 5.8 . 560118.49 |========================================= Linux 5.9 . 560355.50 |========================================= Stress-NG 0.11.07 Test: Matrix Math Bogo Ops/s > Higher Is Better Linux 5.4 . 23746.73 |========================================================= Linux 5.8 . 23793.60 |========================================================= Linux 5.9 . 23890.64 |========================================================= Stress-NG 0.11.07 Test: Vector Math Bogo Ops/s > Higher Is Better Linux 5.4 . 34720.08 |========================================================= Linux 5.8 . 34720.29 |========================================================= Linux 5.9 . 34648.21 |========================================================= Stress-NG 0.11.07 Test: Memory Copying Bogo Ops/s > Higher Is Better Linux 5.4 . 1367.01 |========================================================== Linux 5.8 . 1370.24 |========================================================== Linux 5.9 . 1351.14 |========================================================= Stress-NG 0.11.07 Test: Socket Activity Bogo Ops/s > Higher Is Better Linux 5.4 . 5364.48 |========================================================== Linux 5.8 . 4990.22 |====================================================== Linux 5.9 . 5084.44 |======================================================= Stress-NG 0.11.07 Test: Context Switching Bogo Ops/s > Higher Is Better Linux 5.4 . 1578574.14 |================================================== Linux 5.8 . 1749583.17 |======================================================= Linux 5.9 . 1737256.04 |======================================================= Stress-NG 0.11.07 Test: Glibc C String Functions Bogo Ops/s > Higher Is Better Linux 5.4 . 605374.93 |======================================================= Linux 5.8 . 612988.30 |======================================================== Linux 5.9 . 609670.52 |======================================================== Stress-NG 0.11.07 Test: Glibc Qsort Data Sorting Bogo Ops/s > Higher Is Better Linux 5.4 . 68.23 |============================================================ Linux 5.8 . 67.90 |============================================================ Linux 5.9 . 67.80 |============================================================ Stress-NG 0.11.07 Test: System V Message Passing Bogo Ops/s > Higher Is Better Linux 5.4 . 4624409.89 |==================================================== Linux 5.8 . 4899988.40 |======================================================= Linux 5.9 . 4608826.62 |==================================================== Caffe 2020-02-13 Model: AlexNet - Acceleration: CPU - Iterations: 100 Milli-Seconds < Lower Is Better Linux 5.4 . 51290 |========================================================== Linux 5.8 . 53188 |============================================================ Linux 5.9 . 52820 |============================================================ Caffe 2020-02-13 Model: AlexNet - Acceleration: CPU - Iterations: 200 Milli-Seconds < Lower Is Better Linux 5.4 . 102389 |======================================================== Linux 5.8 . 107567 |=========================================================== Linux 5.9 . 105821 |========================================================== Caffe 2020-02-13 Model: GoogleNet - Acceleration: CPU - Iterations: 100 Milli-Seconds < Lower Is Better Linux 5.4 . 125657 |========================================================= Linux 5.8 . 130389 |=========================================================== Linux 5.9 . 130151 |=========================================================== Caffe 2020-02-13 Model: GoogleNet - Acceleration: CPU - Iterations: 200 Milli-Seconds < Lower Is Better Linux 5.4 . 250761 |========================================================= Linux 5.8 . 260504 |=========================================================== Linux 5.9 . 259940 |=========================================================== GPAW 20.1 Input: Carbon Nanotube Seconds < Lower Is Better Linux 5.4 . 484.98 |=========================================================== Linux 5.8 . 487.42 |=========================================================== Linux 5.9 . 485.03 |=========================================================== Mobile Neural Network 2020-09-17 Model: SqueezeNetV1.0 ms < Lower Is Better Linux 5.4 . 7.824 |========================================================== Linux 5.8 . 8.068 |============================================================ Linux 5.9 . 8.084 |============================================================ Mobile Neural Network 2020-09-17 Model: resnet-v2-50 ms < Lower Is Better Linux 5.4 . 42.25 |========================================================= Linux 5.8 . 43.99 |============================================================ Linux 5.9 . 44.19 |============================================================ Mobile Neural Network 2020-09-17 Model: MobileNetV2_224 ms < Lower Is Better Linux 5.4 . 4.351 |=========================================================== Linux 5.8 . 4.437 |============================================================ Linux 5.9 . 4.454 |============================================================ Mobile Neural Network 2020-09-17 Model: mobilenet-v1-1.0 ms < Lower Is Better Linux 5.4 . 5.999 |========================================================== Linux 5.8 . 6.156 |============================================================ Linux 5.9 . 6.161 |============================================================ Mobile Neural Network 2020-09-17 Model: inception-v3 ms < Lower Is Better Linux 5.4 . 47.67 |========================================================== Linux 5.8 . 49.17 |============================================================ Linux 5.9 . 49.33 |============================================================ NCNN 20200916 Target: CPU - Model: squeezenet ms < Lower Is Better Linux 5.4 . 20.52 |============================================================ Linux 5.8 . 20.38 |============================================================ Linux 5.9 . 20.46 |============================================================ NCNN 20200916 Target: CPU - Model: mobilenet ms < Lower Is Better Linux 5.4 . 23.75 |============================================================ Linux 5.8 . 23.62 |============================================================ Linux 5.9 . 23.62 |============================================================ NCNN 20200916 Target: CPU-v2-v2 - Model: mobilenet-v2 ms < Lower Is Better Linux 5.4 . 6.34 |============================================================= Linux 5.8 . 6.36 |============================================================= Linux 5.9 . 6.36 |============================================================= NCNN 20200916 Target: CPU-v3-v3 - Model: mobilenet-v3 ms < Lower Is Better Linux 5.4 . 5.37 |============================================================= Linux 5.8 . 5.37 |============================================================= Linux 5.9 . 5.37 |============================================================= NCNN 20200916 Target: CPU - Model: shufflenet-v2 ms < Lower Is Better Linux 5.4 . 3.68 |============================================================= Linux 5.8 . 3.69 |============================================================= Linux 5.9 . 3.70 |============================================================= NCNN 20200916 Target: CPU - Model: mnasnet ms < Lower Is Better Linux 5.4 . 5.30 |============================================================ Linux 5.8 . 5.40 |============================================================= Linux 5.9 . 5.29 |============================================================ NCNN 20200916 Target: CPU - Model: efficientnet-b0 ms < Lower Is Better Linux 5.4 . 8.58 |============================================================= Linux 5.8 . 8.56 |============================================================= Linux 5.9 . 8.56 |============================================================= NCNN 20200916 Target: CPU - Model: blazeface ms < Lower Is Better Linux 5.4 . 1.70 |============================================================= Linux 5.8 . 1.69 |============================================================= Linux 5.9 . 1.70 |============================================================= NCNN 20200916 Target: CPU - Model: googlenet ms < Lower Is Better Linux 5.4 . 18.81 |============================================================ Linux 5.8 . 18.85 |============================================================ Linux 5.9 . 18.81 |============================================================ NCNN 20200916 Target: CPU - Model: vgg16 ms < Lower Is Better Linux 5.4 . 78.99 |============================================================ Linux 5.8 . 79.16 |============================================================ Linux 5.9 . 79.16 |============================================================ NCNN 20200916 Target: CPU - Model: resnet18 ms < Lower Is Better Linux 5.4 . 18.14 |============================================================ Linux 5.8 . 18.15 |============================================================ Linux 5.9 . 18.10 |============================================================ NCNN 20200916 Target: CPU - Model: alexnet ms < Lower Is Better Linux 5.4 . 19.98 |============================================================ Linux 5.8 . 19.86 |============================================================ Linux 5.9 . 19.99 |============================================================ NCNN 20200916 Target: CPU - Model: resnet50 ms < Lower Is Better Linux 5.4 . 37.52 |============================================================ Linux 5.8 . 37.49 |============================================================ Linux 5.9 . 37.55 |============================================================ NCNN 20200916 Target: CPU - Model: yolov4-tiny ms < Lower Is Better Linux 5.4 . 32.66 |============================================================ Linux 5.8 . 32.53 |============================================================ Linux 5.9 . 32.59 |============================================================ NCNN 20200916 Target: Vulkan GPU - Model: squeezenet ms < Lower Is Better Linux 5.4 . 106.61 |=========================================================== Linux 5.8 . 41.27 |======================= Linux 5.9 . 41.29 |======================= NCNN 20200916 Target: Vulkan GPU - Model: mobilenet ms < Lower Is Better Linux 5.4 . 99.08 |============================================================ Linux 5.8 . 37.20 |======================= Linux 5.9 . 37.04 |====================== NCNN 20200916 Target: Vulkan GPU-v2-v2 - Model: mobilenet-v2 ms < Lower Is Better Linux 5.4 . 33.64 |============================================================ Linux 5.8 . 11.76 |===================== Linux 5.9 . 11.77 |===================== NCNN 20200916 Target: Vulkan GPU-v3-v3 - Model: mobilenet-v3 ms < Lower Is Better Linux 5.4 . 37.77 |============================================================ Linux 5.8 . 13.00 |===================== Linux 5.9 . 13.02 |===================== NCNN 20200916 Target: Vulkan GPU - Model: shufflenet-v2 ms < Lower Is Better Linux 5.4 . 23.17 |============================================================ Linux 5.8 . 8.30 |===================== Linux 5.9 . 8.75 |======================= NCNN 20200916 Target: Vulkan GPU - Model: mnasnet ms < Lower Is Better Linux 5.4 . 34.86 |============================================================ Linux 5.8 . 12.11 |===================== Linux 5.9 . 12.11 |===================== NCNN 20200916 Target: Vulkan GPU - Model: efficientnet-b0 ms < Lower Is Better Linux 5.4 . 70.82 |============================================================ Linux 5.8 . 24.47 |===================== Linux 5.9 . 24.49 |===================== NCNN 20200916 Target: Vulkan GPU - Model: blazeface ms < Lower Is Better Linux 5.4 . 6.19 |============================================================= Linux 5.8 . 2.42 |======================== Linux 5.9 . 2.25 |====================== NCNN 20200916 Target: Vulkan GPU - Model: googlenet ms < Lower Is Better Linux 5.4 . 93.16 |============================================================ Linux 5.8 . 33.46 |====================== Linux 5.9 . 33.49 |====================== NCNN 20200916 Target: Vulkan GPU - Model: vgg16 ms < Lower Is Better Linux 5.4 . 250.13 |=========================================================== Linux 5.8 . 193.83 |============================================== Linux 5.9 . 193.36 |============================================== NCNN 20200916 Target: Vulkan GPU - Model: resnet18 ms < Lower Is Better Linux 5.4 . 79.77 |============================================================ Linux 5.8 . 29.53 |====================== Linux 5.9 . 29.57 |====================== NCNN 20200916 Target: Vulkan GPU - Model: alexnet ms < Lower Is Better Linux 5.4 . 106.57 |=========================================================== Linux 5.8 . 47.09 |========================== Linux 5.9 . 46.44 |========================== NCNN 20200916 Target: Vulkan GPU - Model: resnet50 ms < Lower Is Better Linux 5.4 . 141.04 |=========================================================== Linux 5.8 . 71.50 |============================== Linux 5.9 . 71.49 |============================== NCNN 20200916 Target: Vulkan GPU - Model: yolov4-tiny ms < Lower Is Better Linux 5.4 . 145.32 |=========================================================== Linux 5.8 . 77.65 |================================ Linux 5.9 . 77.81 |================================ TNN 0.2.3 Target: CPU - Model: MobileNet v2 ms < Lower Is Better Linux 5.4 . 308.55 |=========================================================== Linux 5.8 . 308.57 |=========================================================== Linux 5.9 . 307.95 |=========================================================== TNN 0.2.3 Target: CPU - Model: SqueezeNet v1.1 ms < Lower Is Better Linux 5.4 . 297.61 |=========================================================== Linux 5.8 . 297.51 |=========================================================== Linux 5.9 . 297.52 |=========================================================== OpenVINO 2021.1 Model: Face Detection 0106 FP16 - Device: CPU FPS > Higher Is Better Linux 5.4 . 1.49 |============================================================= Linux 5.8 . 1.50 |============================================================= Linux 5.9 . 1.49 |============================================================= OpenVINO 2021.1 Model: Face Detection 0106 FP16 - Device: CPU ms < Lower Is Better Linux 5.4 . 2694.91 |========================================================== Linux 5.8 . 2657.93 |========================================================= Linux 5.9 . 2663.59 |========================================================= OpenVINO 2021.1 Model: Face Detection 0106 FP32 - Device: CPU FPS > Higher Is Better Linux 5.4 . 1.46 |============================================================ Linux 5.8 . 1.47 |============================================================= Linux 5.9 . 1.48 |============================================================= OpenVINO 2021.1 Model: Face Detection 0106 FP32 - Device: CPU ms < Lower Is Better Linux 5.4 . 2734.33 |========================================================== Linux 5.8 . 2710.49 |========================================================= Linux 5.9 . 2716.75 |========================================================== OpenVINO 2021.1 Model: Person Detection 0106 FP16 - Device: CPU FPS > Higher Is Better Linux 5.4 . 0.91 |============================================================= Linux 5.8 . 0.91 |============================================================= Linux 5.9 . 0.90 |============================================================ OpenVINO 2021.1 Model: Person Detection 0106 FP16 - Device: CPU ms < Lower Is Better Linux 5.4 . 4345.92 |========================================================== Linux 5.8 . 4332.32 |========================================================== Linux 5.9 . 4314.69 |========================================================== OpenVINO 2021.1 Model: Person Detection 0106 FP32 - Device: CPU FPS > Higher Is Better Linux 5.4 . 0.89 |============================================================ Linux 5.8 . 0.89 |============================================================ Linux 5.9 . 0.90 |============================================================= OpenVINO 2021.1 Model: Person Detection 0106 FP32 - Device: CPU ms < Lower Is Better Linux 5.4 . 4399.20 |========================================================== Linux 5.8 . 4379.11 |========================================================== Linux 5.9 . 4354.59 |========================================================= OpenVINO 2021.1 Model: Age Gender Recognition Retail 0013 FP16 - Device: CPU FPS > Higher Is Better Linux 5.4 . 3720.68 |========================================================== Linux 5.8 . 3713.40 |========================================================== Linux 5.9 . 3712.89 |========================================================== OpenVINO 2021.1 Model: Age Gender Recognition Retail 0013 FP16 - Device: CPU ms < Lower Is Better Linux 5.4 . 1.07 |============================================================= Linux 5.8 . 1.07 |============================================================= Linux 5.9 . 1.07 |============================================================= OpenVINO 2021.1 Model: Age Gender Recognition Retail 0013 FP32 - Device: CPU FPS > Higher Is Better Linux 5.4 . 3700.08 |========================================================== Linux 5.8 . 3697.19 |========================================================== Linux 5.9 . 3711.83 |========================================================== OpenVINO 2021.1 Model: Age Gender Recognition Retail 0013 FP32 - Device: CPU ms < Lower Is Better Linux 5.4 . 1.07 |============================================================= Linux 5.8 . 1.07 |============================================================= Linux 5.9 . 1.07 |============================================================= Chaos Group V-RAY 4.10.07 Mode: CPU Ksamples > Higher Is Better Linux 5.4 . 7710 |============================================================= Linux 5.8 . 7708 |============================================================= Linux 5.9 . 7718 |============================================================= PyPerformance 1.0.0 Benchmark: go Milliseconds < Lower Is Better Linux 5.4 . 214 |============================================================== Linux 5.8 . 210 |============================================================= Linux 5.9 . 210 |============================================================= PyPerformance 1.0.0 Benchmark: 2to3 Milliseconds < Lower Is Better Linux 5.4 . 279 |============================================================== Linux 5.8 . 278 |============================================================== Linux 5.9 . 278 |============================================================== PyPerformance 1.0.0 Benchmark: chaos Milliseconds < Lower Is Better Linux 5.4 . 90.2 |============================================================= Linux 5.8 . 89.9 |============================================================= Linux 5.9 . 90.2 |============================================================= PyPerformance 1.0.0 Benchmark: float Milliseconds < Lower Is Better Linux 5.4 . 97.1 |============================================================= Linux 5.8 . 97.2 |============================================================= Linux 5.9 . 97.4 |============================================================= PyPerformance 1.0.0 Benchmark: nbody Milliseconds < Lower Is Better Linux 5.4 . 109 |============================================================== Linux 5.8 . 109 |============================================================== Linux 5.9 . 109 |============================================================== PyPerformance 1.0.0 Benchmark: pathlib Milliseconds < Lower Is Better Linux 5.4 . 17.7 |============================================================= Linux 5.8 . 17.8 |============================================================= Linux 5.9 . 17.6 |============================================================ PyPerformance 1.0.0 Benchmark: raytrace Milliseconds < Lower Is Better Linux 5.4 . 400 |============================================================== Linux 5.8 . 399 |============================================================== Linux 5.9 . 401 |============================================================== PyPerformance 1.0.0 Benchmark: json_loads Milliseconds < Lower Is Better Linux 5.4 . 22.3 |============================================================= Linux 5.8 . 22.1 |============================================================ Linux 5.9 . 22.1 |============================================================ PyPerformance 1.0.0 Benchmark: crypto_pyaes Milliseconds < Lower Is Better Linux 5.4 . 94.0 |============================================================= Linux 5.8 . 92.5 |============================================================ Linux 5.9 . 92.4 |============================================================ PyPerformance 1.0.0 Benchmark: regex_compile Milliseconds < Lower Is Better Linux 5.4 . 151 |============================================================== Linux 5.8 . 149 |============================================================= Linux 5.9 . 150 |============================================================== PyPerformance 1.0.0 Benchmark: python_startup Milliseconds < Lower Is Better Linux 5.4 . 7.75 |============================================================= Linux 5.8 . 7.77 |============================================================= Linux 5.9 . 7.78 |============================================================= PyPerformance 1.0.0 Benchmark: django_template Milliseconds < Lower Is Better Linux 5.4 . 40.6 |============================================================= Linux 5.8 . 40.1 |============================================================ Linux 5.9 . 40.4 |============================================================= PyPerformance 1.0.0 Benchmark: pickle_pure_python Milliseconds < Lower Is Better Linux 5.4 . 368 |============================================================== Linux 5.8 . 368 |============================================================== Linux 5.9 . 368 |============================================================== Hierarchical INTegration 1.0 Test: FLOAT QUIPs > Higher Is Better Linux 5.4 . 445325469.78 |===================================================== Linux 5.8 . 444887120.59 |===================================================== Linux 5.9 . 443682873.66 |===================================================== NeatBench 5 Acceleration: CPU FPS > Higher Is Better Linux 5.4 . 10.4 |=========================================================== Linux 5.8 . 10.8 |============================================================= Linux 5.9 . 10.8 |============================================================= AI Benchmark Alpha 0.1.2 Device Inference Score Score > Higher Is Better Linux 5.4 . 838 |============================================================== Linux 5.8 . 831 |============================================================= Linux 5.9 . 832 |============================================================== AI Benchmark Alpha 0.1.2 Device Training Score Score > Higher Is Better Linux 5.4 . 909 |============================================================== Linux 5.8 . 907 |============================================================== Linux 5.9 . 905 |============================================================== AI Benchmark Alpha 0.1.2 Device AI Score Score > Higher Is Better Linux 5.4 . 1747 |============================================================= Linux 5.8 . 1738 |============================================================= Linux 5.9 . 1737 |============================================================= Mlpack Benchmark Benchmark: scikit_ica Seconds < Lower Is Better Linux 5.4 . 56.54 |============================================================ Linux 5.8 . 55.36 |=========================================================== Linux 5.9 . 56.06 |=========================================================== Mlpack Benchmark Benchmark: scikit_qda Seconds < Lower Is Better Linux 5.4 . 69.95 |========================================================== Linux 5.8 . 71.94 |============================================================ Linux 5.9 . 72.05 |============================================================ Mlpack Benchmark Benchmark: scikit_svm Seconds < Lower Is Better Linux 5.4 . 23.65 |============================================================ Linux 5.8 . 23.60 |============================================================ Linux 5.9 . 23.62 |============================================================ Mlpack Benchmark Benchmark: scikit_linearridgeregression Seconds < Lower Is Better Linux 5.4 . 3.48 |============================================================= Linux 5.8 . 3.44 |============================================================ Linux 5.9 . 3.42 |============================================================ Sunflow Rendering System 0.07.2 Global Illumination + Image Synthesis Seconds < Lower Is Better Linux 5.4 . 1.948 |=========================================================== Linux 5.8 . 1.978 |============================================================ Linux 5.9 . 1.956 |=========================================================== Tesseract OCR 4.1.1 Time To OCR 7 Images Seconds < Lower Is Better Linux 5.4 . 22.62 |============================================================ Linux 5.8 . 22.69 |============================================================ Linux 5.9 . 22.66 |============================================================ Kripke 1.2.4 Throughput FoM > Higher Is Better Linux 5.4 . 2892974 |=================== Linux 5.8 . 6729417 |============================================= Linux 5.9 . 8728463 |========================================================== BRL-CAD 7.30.8 VGR Performance Metric VGR Performance Metric > Higher Is Better Linux 5.4 . 61836 |============================================================ Linux 5.8 . 61606 |============================================================ Linux 5.9 . 61663 |============================================================ OpenCV 4.4 Test: Features 2D ms < Lower Is Better Linux 5.4 . 132208 |=========================================================== Linux 5.8 . 130751 |========================================================== Linux 5.9 . 131376 |=========================================================== OpenCV 4.4 Test: Object Detection ms < Lower Is Better Linux 5.4 . 36104 |============================================================ Linux 5.8 . 35725 |=========================================================== Linux 5.9 . 35459 |=========================================================== OpenCV 4.4 Test: DNN - Deep Neural Network ms < Lower Is Better Linux 5.4 . 28232 |============================================================ Linux 5.8 . 17775 |====================================== Linux 5.9 . 17833 |====================================== 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 . 1190894.9 |======================================================== Linux 5.8 . 1084501.1 |=================================================== Linux 5.9 . 1086068.7 |=================================================== 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 . 1239227.0 |======================================================== Linux 5.8 . 1239154.6 |======================================================== Linux 5.9 . 1242649.2 |======================================================== 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 . 1250226.3 |======================================================== Linux 5.8 . 1254110.1 |======================================================== Linux 5.9 . 1252051.7 |========================================================