System76 Thelio Major 3990X Pop OS 21.10

AMD Ryzen Threadripper 3990X benchmarking of Pop OS 21.10 versus 20.04 LTS by Michael Larabel for a future article.

Compare your own system(s) to this result file with the Phoronix Test Suite by running the command: phoronix-test-suite benchmark 2112296-NE-2010258FI98
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Audio Encoding 2 Tests
Timed Code Compilation 4 Tests
C/C++ Compiler Tests 15 Tests
CPU Massive 17 Tests
Creator Workloads 23 Tests
Database Test Suite 5 Tests
Desktop Graphics 4 Tests
Encoding 5 Tests
Fortran Tests 4 Tests
Game Development 4 Tests
HPC - High Performance Computing 13 Tests
Imaging 7 Tests
Common Kernel Benchmarks 3 Tests
Machine Learning 7 Tests
Molecular Dynamics 2 Tests
MPI Benchmarks 2 Tests
Multi-Core 19 Tests
NVIDIA GPU Compute 5 Tests
Intel oneAPI 4 Tests
OpenMPI Tests 2 Tests
Productivity 2 Tests
Programmer / Developer System Benchmarks 9 Tests
Python 3 Tests
Raytracing 2 Tests
Renderers 4 Tests
Scientific Computing 6 Tests
Server 6 Tests
Server CPU Tests 13 Tests
Single-Threaded 11 Tests
Speech 2 Tests
Telephony 2 Tests
Video Encoding 3 Tests
Vulkan Compute 3 Tests
Common Workstation Benchmarks 4 Tests

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Performance Per
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Date
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  Test
  Duration
Pop OS 20.04
October 23 2020
  11 Hours, 45 Minutes
Pop OS 21.10
December 28 2021
  9 Hours, 58 Minutes
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  10 Hours, 51 Minutes
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System76 Thelio Major 3990X Pop OS 21.10, "ET: Legacy 2.75 - Renderer: Renderer2 - Resolution: 3840 x 2160", Higher Results Are Better "Pop OS 20.04",235.2,245.7,243.7 "Pop OS 21.10",255.8,258.1,258.8 "Hierarchical INTegration 1.0 - Test: FLOAT", Higher Results Are Better "Pop OS 20.04",373244395.12026,373270420.91241,373364814.03489 "Pop OS 21.10",371454192.27351,372086329.84488,371921646.2241 "FLAC Audio Encoding 1.3.2 - WAV To FLAC", Lower Results Are Better "Pop OS 20.04",7.948,8.031,7.965,7.958,7.955 "Pop OS 21.10",7.547,7.532,7.543,7.61,7.551 "IOR 3.2.1 - Read Test", Higher Results Are Better "Pop OS 20.04",1651.15,1613.11,1568.09 "Pop OS 21.10",1590.16,1592.27,1587.19 "IOR 3.2.1 - Write Test", Higher Results Are Better "Pop OS 20.04",324.98,311.03,313.55 "Pop OS 21.10",316.52,309.83,316.44 "LAME MP3 Encoding 3.100 - WAV To MP3", Lower Results Are Better "Pop OS 20.04",7.283,7.359,7.293 "Pop OS 21.10",7.458,7.468,7.53 "Tesseract OCR 4.1.1 - Time To OCR 7 Images", Lower Results Are Better "Pop OS 20.04",24.83,25.142,24.947 "Pop OS 21.10",24.764,24.242,24.715 "G'MIC - Test: 2D Function Plotting, 1000 Times", Lower Results Are Better "Pop OS 20.04",223.099,219.653,224.917 "Pop OS 21.10",99.537,98.925,97.353 "G'MIC - Test: Plotting Isosurface Of A 3D Volume, 1000 Times", Lower Results Are Better "Pop OS 20.04",19.377,19.338,19.423 "Pop OS 21.10",13.94,14.012,14.124 "G'MIC - Test: 3D Elevated Function In Random Colors, 100 Times", Lower Results Are Better "Pop OS 20.04",84.316,85.472,84.869 "Pop OS 21.10",85.794,84.73,85.857 "Hugin - Panorama Photo Assistant + Stitching Time", Lower Results Are Better "Pop OS 20.04",47.239,46.158,46.821 "Pop OS 21.10",44.198,43.75,44.588 "LibRaw 0.20 - Post-Processing Benchmark", Higher Results Are Better "Pop OS 20.04",42.12,40.93,42.45 "Pop OS 21.10",39.8,39.84,39.85 "RawTherapee - Total Benchmark Time", Lower Results Are Better "Pop OS 20.04",50.426,50.544,50.561 "Pop OS 21.10",46.399,46.582,46.624 "WebP Image Encode 1.1 - Encode Settings: Default", Lower Results Are Better "Pop OS 20.04",1.483,1.484,1.477 "Pop OS 21.10",1.379,1.389,1.385 "WebP Image Encode 1.1 - Encode Settings: Quality 100", Lower Results Are Better "Pop OS 20.04",2.296,2.275,2.296 "Pop OS 21.10",2.227,2.201,2.214 "WebP Image Encode 1.1 - Encode Settings: Quality 100, Lossless", Lower Results Are Better "Pop OS 20.04",16.206,16.262,16.417 "Pop OS 21.10",16.722,16.789,16.605 "WebP Image Encode 1.1 - Encode Settings: Quality 100, Highest Compression", Lower Results Are Better "Pop OS 20.04",7.148,7.158,7.108 "Pop OS 21.10",7.247,7.27,7.284 "WebP Image Encode 1.1 - Encode Settings: Quality 100, Lossless, Highest Compression", Lower Results Are Better "Pop OS 20.04",33.165,33.906,33.428 "Pop OS 21.10",34.336,33.991,34.287 "GEGL - Operation: Crop", Lower Results Are Better "Pop OS 20.04",8.93,8.804,8.796 "Pop OS 21.10",8.285,8.253,8.251 "GEGL - Operation: Scale", Lower Results Are Better "Pop OS 20.04",6.638,6.572,6.601 "Pop OS 21.10",6.787,6.619,6.828 "GEGL - Operation: Cartoon", Lower Results Are Better "Pop OS 20.04",94.933,93.879,94.752 "Pop OS 21.10",88.517,89.044,88.916 "GEGL - Operation: Reflect", Lower Results Are Better "Pop OS 20.04",31.507,31.749,31.518 "Pop OS 21.10",28.788,28.849,28.855 "GEGL - Operation: Antialias", Lower Results Are Better "Pop OS 20.04",41.025,41.1,41.103 "Pop OS 21.10",36.863,36.86,36.973 "GEGL - Operation: Tile Glass", Lower Results Are Better "Pop OS 20.04",33.017,32.981,32.898 "Pop OS 21.10",29.873,29.903,29.874 "GEGL - Operation: Wavelet Blur", Lower Results Are Better "Pop OS 20.04",64.496,64.484,65.195 "Pop OS 21.10",56.88,56.307,55.986 "GEGL - Operation: Color Enhance", Lower Results Are Better "Pop OS 20.04",57.971,58.294,58.025 "Pop OS 21.10",52.492,52.17,52.384 "GEGL - Operation: Rotate 90 Degrees", Lower Results Are Better "Pop OS 20.04",39.905,39.921,39.929 "Pop OS 21.10",37.824,37.939,37.884 "librsvg - Operation: SVG Files To PNG", Lower Results Are Better "Pop OS 20.04",29.079,29.203,29.164 "Pop OS 21.10",22.489,22.616,22.445 "LuaJIT 2.1-git - Test: Composite", Higher Results Are Better "Pop OS 20.04",1537.58,1542.6,1544.22 "Pop OS 21.10",1582.36,1585.42,1589.03 "LuaJIT 2.1-git - Test: Monte Carlo", Higher Results Are Better "Pop OS 20.04",507.03,506.78,506.71 "Pop OS 21.10",502.65,504.78,506.09 "LuaJIT 2.1-git - Test: Fast Fourier Transform", Higher Results Are Better "Pop OS 20.04",209.36,270.17,284.53 "Pop OS 21.10",274.99,273.73,272.64 "LuaJIT 2.1-git - Test: Sparse Matrix Multiply", Higher Results Are Better "Pop OS 20.04",1217,1228.52,1218.36 "Pop OS 21.10",1279.35,1276.95,1286.85 "LuaJIT 2.1-git - Test: Dense LU Matrix Factorization", Higher Results Are Better "Pop OS 20.04",3705.18,3648.96,3652.23 "Pop OS 21.10",3827.9,3830.38,3830.75 "LuaJIT 2.1-git - Test: Jacobi Successive Over-Relaxation", Higher Results Are Better "Pop OS 20.04",2049.33,2058.56,2059.29 "Pop OS 21.10",2026.94,2041.28,2048.82 "eSpeak-NG Speech Engine 20200907 - Text-To-Speech Synthesis", Lower Results Are Better "Pop OS 20.04",28.027,28.146,28.14,28.164 "Pop OS 21.10",28.518,28.687,28.639,28.757 "GLmark2 2020.04 - Resolution: 1920 x 1080", Higher Results Are Better "Pop OS 20.04", "Pop OS 21.10", "GLmark2 2020.04 - Resolution: 3840 x 2160", Higher Results Are Better "Pop OS 20.04", "Pop OS 21.10", "Tesseract 2014-05-12 - Resolution: 1920 x 1080", Higher Results Are Better "Pop OS 20.04",349.5486,387.388,370.3272,354.4487,354.8429,358.1926,374.2944,369.2096,377.5345,385.1358,366.3857,383.5591,360.192,382.3204,362.6559 "Pop OS 21.10",777.7778,815.4362,792.9293 "Tesseract 2014-05-12 - Resolution: 3840 x 2160", Higher Results Are Better "Pop OS 20.04",314.8025,308.8703,311.0737 "Pop OS 21.10",364.4073,363.2773,355.3677 "Xonotic 0.8.2 - Resolution: 3840 x 2160 - Effects Quality: Low", Higher Results Are Better "Pop OS 20.04",503.4131458,507.6443587,509.0089842 "Pop OS 21.10",553.6133087,562.3802921,564.9154268 "Xonotic 0.8.2 - Resolution: 3840 x 2160 - Effects Quality: High", Higher Results Are Better "Pop OS 20.04",381.0186266,379.4955106,389.893632 "Pop OS 21.10",444.0423855,454.5917547,450.4616346 "Xonotic 0.8.2 - Resolution: 3840 x 2160 - Effects Quality: Ultra", Higher Results Are Better "Pop OS 20.04",334.930675,336.0615784,335.8623855 "Pop OS 21.10",389.9174106,397.3688806,396.9548695 "Xonotic 0.8.2 - Resolution: 3840 x 2160 - Effects Quality: Ultimate", Higher Results Are Better "Pop OS 20.04",269.171653,264.7009972,271.0508624 "Pop OS 21.10",301.8456278,303.9678494,299.3412296 "Timed HMMer Search 3.3.1 - Pfam Database Search", Lower Results Are Better "Pop OS 20.04",164.947,165.619,164.54 "Pop OS 21.10",160.923,160.729,161.419 "RNNoise 2020-06-28 - ", Lower Results Are Better "Pop OS 20.04",18.886,18.804,18.737 "Pop OS 21.10",18.59,18.519,18.618 "TensorFlow Lite 2020-08-23 - Model: SqueezeNet", Lower Results Are Better "Pop OS 20.04",50458,50804.5,51111.5 "Pop OS 21.10",47817.9,48032.7,47962.1 "TensorFlow Lite 2020-08-23 - Model: Inception V4", Lower Results Are Better "Pop OS 20.04",708659,692627,734791 "Pop OS 21.10",648954,612961,627360,655586,609294,639413,610412,642625,619376,616875,601199,633811,654139,659310,594059 "TensorFlow Lite 2020-08-23 - Model: NASNet Mobile", Lower Results Are Better "Pop OS 20.04",77814,77215.6,77580.4 "Pop OS 21.10",72848.5,73539.6,74002.8 "TensorFlow Lite 2020-08-23 - Model: Mobilenet Float", Lower Results Are Better "Pop OS 20.04",30940.6,29223.1,31128.4,31662.9,32520.2,32523.1,32046.7,30800,31892.5,31509.6,31410.9 "Pop OS 21.10",27386.1,27237.7,27258.4 "TensorFlow Lite 2020-08-23 - Model: Mobilenet Quant", Lower Results Are Better "Pop OS 20.04",32701.8,33507.6,33904.3 "Pop OS 21.10",28824.4,29796.3,29070.1 "TensorFlow Lite 2020-08-23 - Model: Inception ResNet V2", Lower Results Are Better "Pop OS 20.04",602432,626815,596928 "Pop OS 21.10",564540,549127,553881 "TNN 0.2.3 - Target: CPU - Model: MobileNet v2", Lower Results Are Better "Pop OS 20.04",291.336,286.759,279.668 "Pop OS 21.10",285.466,281.777,285.694 "TNN 0.2.3 - Target: CPU - Model: SqueezeNet v1.1", Lower Results Are Better "Pop OS 20.04",251.089,253.092,252.36 "Pop OS 21.10",248.338,247.723,247.392 "Caffe 2020-02-13 - Model: AlexNet - Acceleration: CPU - Iterations: 100", Lower Results Are Better "Pop OS 20.04",55783,54994,55618 "Pop OS 21.10",52774,53421,53482 "Caffe 2020-02-13 - Model: GoogleNet - Acceleration: CPU - Iterations: 100", Lower Results Are Better "Pop OS 20.04",148093,147901,148344 "Pop OS 21.10",139371,139303,139934 "NCNN 20200916 - Target: CPU - Model: squeezenet", Lower Results Are Better "Pop OS 20.04",24.88,25.42,25.52 "Pop OS 21.10",25.97,25.58,25.46 "NCNN 20200916 - Target: CPU - Model: shufflenet-v2", Lower Results Are Better "Pop OS 20.04",15,14.69,13.51 "Pop OS 21.10",13.99,14.44,14.23 "NCNN 20200916 - Target: CPU - Model: mnasnet", Lower Results Are Better "Pop OS 20.04",12.8,14.96,12.58 "Pop OS 21.10",13.34,12.88,13.1 "NCNN 20200916 - Target: CPU - Model: googlenet", Lower Results Are Better "Pop OS 20.04",25.91,26.52,26.75 "Pop OS 21.10",26.31,26.37,27.18 "NCNN 20200916 - Target: CPU - Model: alexnet", Lower Results Are Better "Pop OS 20.04",11.57,12.04,12.91 "Pop OS 21.10",11.14,11.47,11.6 "NCNN 20200916 - Target: CPU - Model: yolov4-tiny", Lower Results Are Better "Pop OS 20.04",36.07,36.06,36.78 "Pop OS 21.10",34.52,34.95,35.48 "NCNN 20200916 - Target: Vulkan GPU - Model: squeezenet", Lower Results Are Better "Pop OS 20.04",5.88,5.72,5.86 "Pop OS 21.10",3.79,3.84,3.9 "NCNN 20200916 - Target: Vulkan GPU - Model: mobilenet", Lower Results Are Better "Pop OS 20.04",9.83,10.29,9.81 "Pop OS 21.10",6.98,7.01,7.03 "NCNN 20200916 - Target: Vulkan GPU-v2-v2 - Model: mobilenet-v2", Lower Results Are Better "Pop OS 20.04",4.58,4.6,4.61 "Pop OS 21.10",2.5,2.5,2.5 "NCNN 20200916 - Target: Vulkan GPU-v3-v3 - Model: mobilenet-v3", Lower Results Are Better "Pop OS 20.04",8.95,8.16,8.3 "Pop OS 21.10",3.4,3.39,3.39 "NCNN 20200916 - Target: Vulkan GPU - Model: shufflenet-v2", Lower Results Are Better "Pop OS 20.04",3.49,3.48,3.48 "Pop OS 21.10",1.97,1.97,1.97 "NCNN 20200916 - Target: Vulkan GPU - Model: mnasnet", Lower Results Are Better "Pop OS 20.04",4.66,4.64,4.67 "Pop OS 21.10",2.59,2.59,2.58 "NCNN 20200916 - Target: Vulkan GPU - Model: efficientnet-b0", Lower Results Are Better "Pop OS 20.04",11.7,11.61,11.34 "Pop OS 21.10",7.57,7.65,7.7 "NCNN 20200916 - Target: Vulkan GPU - Model: blazeface", Lower Results Are Better "Pop OS 20.04",1.33,1.21,1.2 "Pop OS 21.10",1.17,1.08,1.07 "NCNN 20200916 - Target: Vulkan GPU - Model: googlenet", Lower Results Are Better "Pop OS 20.04",8.52,8.46,8.54 "Pop OS 21.10",4.72,4.72,4.72 "NCNN 20200916 - Target: Vulkan GPU - Model: vgg16", Lower Results Are Better "Pop OS 20.04",84.29,84.42,84.38 "Pop OS 21.10",15.39,14.81,15.87 "NCNN 20200916 - Target: Vulkan GPU - Model: resnet18", Lower Results Are Better "Pop OS 20.04",3.33,3.33,3.35 "Pop OS 21.10",1.85,1.85,1.85 "NCNN 20200916 - Target: Vulkan GPU - Model: alexnet", Lower Results Are Better "Pop OS 20.04",30.19,29.97,29.38 "Pop OS 21.10",6.69,6.4,6.64 "NCNN 20200916 - Target: Vulkan GPU - Model: yolov4-tiny", Lower Results Are Better "Pop OS 20.04",15.08,15.04,15.01 "Pop OS 21.10",9.34,9.35,9.39 "NCNN 20200916 - Target: Vulkan GPU - Model: resnet50", Lower Results Are Better "Pop OS 20.04",9.55,9.74 "Pop OS 21.10",5.2,5.2,5.2 "Mlpack Benchmark - Benchmark: scikit_ica", Lower Results Are Better "Pop OS 20.04",51.45224237442,51.47260761261,52.843569278717 "Pop OS 21.10",45.86087346077,46.838037729263,46.483113050461 "Mlpack Benchmark - Benchmark: scikit_qda", Lower Results Are Better "Pop OS 20.04",42.318660020828,42.527731895447,42.783186674118 "Pop OS 21.10",42.535818576813,42.934407711029,42.4942882061 "Mlpack Benchmark - Benchmark: scikit_svm", Lower Results Are Better "Pop OS 20.04",20.861726522446,20.867517471313,20.895378828049 "Pop OS 21.10",21.011392593384,20.792023897171,20.865023612976 "Mlpack Benchmark - Benchmark: scikit_linearridgeregression", Lower Results Are Better "Pop OS 20.04",1.5181503295898,1.5050163269043,1.6397423744202,1.5953953266144,1.6068520545959,1.6472682952881,1.5854005813599,1.5941324234009,1.5903327465057,1.629798412323 "Pop OS 21.10",1.6218440532684,1.5498712062836,1.5421104431152,1.56116771698 "LAMMPS Molecular Dynamics Simulator 24Aug2020 - Model: 20k Atoms", Higher Results Are Better "Pop OS 20.04",26.87,26.898,26.957 "Pop OS 21.10",27.127,27.117,27.164 "LAMMPS Molecular Dynamics Simulator 24Aug2020 - Model: Rhodopsin Protein", Higher Results Are Better "Pop OS 20.04",23.42,26.179,23.333,23.658,23.983,24.771,23.601,23.753,24.001,23.332,23.108,23.785,23.377,23.532 "Pop OS 21.10",24.487,24.244,24.316 "NAMD 2.14 - ATPase Simulation - 327,506 Atoms", Lower Results Are Better "Pop OS 20.04",0.425988,0.426824,0.427484 "Pop OS 21.10",0.423508,0.426667,0.424405 "oneDNN 1.5 - Harness: IP Batch 1D - Data Type: f32 - Engine: CPU", Lower Results Are Better "Pop OS 20.04",1.3163,1.24767,1.25166,1.24202 "Pop OS 21.10",1.22975,1.21048,1.22405 "oneDNN 1.5 - Harness: IP Batch All - Data Type: f32 - Engine: CPU", Lower Results Are Better "Pop OS 20.04",23.8569,23.2263,24.2512 "Pop OS 21.10",22.993,23.1352,24.0889,23.4322 "oneDNN 1.5 - Harness: Convolution Batch Shapes Auto - Data Type: f32 - Engine: CPU", Lower Results Are Better "Pop OS 20.04",2.0557,2.21011,2.06386,2.15986,2.11227,2.16556 "Pop OS 21.10",1.96844,2.02122,2.05987 "oneDNN 1.5 - Harness: Deconvolution Batch deconv_1d - Data Type: f32 - Engine: CPU", Lower Results Are Better "Pop OS 20.04",1.63089,1.51476,1.51599,1.50879,1.60244,1.57447,1.54258,1.51787 "Pop OS 21.10",1.51522,1.54143,1.53565 "oneDNN 1.5 - Harness: Deconvolution Batch deconv_3d - Data Type: f32 - Engine: CPU", Lower Results Are Better "Pop OS 20.04",2.04759,2.08522,2.08178 "Pop OS 21.10",2.00142,1.99997,2.00446 "oneDNN 1.5 - Harness: Recurrent Neural Network Training - Data Type: f32 - Engine: CPU", Lower Results Are Better "Pop OS 20.04",328.187,327.561,329.226 "Pop OS 21.10",329.871,328.153,327.594 "oneDNN 1.5 - Harness: Recurrent Neural Network Inference - Data Type: f32 - Engine: CPU", Lower Results Are Better "Pop OS 20.04",115.358,115.454,114.391 "Pop OS 21.10",111.827,113.94,111.894 "oneDNN 1.5 - Harness: Matrix Multiply Batch Shapes Transformer - Data Type: f32 - Engine: CPU", Lower Results Are Better "Pop OS 20.04",0.489089,0.51777,0.516659,0.510656 "Pop OS 21.10",0.412708,0.435853,0.432064,0.434861,0.432134 "FFTE 7.0 - N=256, 3D Complex FFT Routine", Higher Results Are Better "Pop OS 20.04",128287.36818656,129805.1750274,130452.46947282 "Pop OS 21.10",133636.58848396,134239.67394937,134354.67403981 "Kripke 1.2.4 - ", Higher Results Are Better "Pop OS 20.04",44947530,44563910,45132090 "Pop OS 21.10",45999820,46027550,45759360 "Monte Carlo Simulations of Ionised Nebulae 2019-03-24 - Input: Dust 2D tau100.0", Lower Results Are Better "Pop OS 20.04",221,223,224 "Pop OS 21.10",220,220,221 "Java 2D Microbenchmark 1.0 - Rendering Test: Text Rendering", Higher Results Are Better "Pop OS 20.04",22027.922604077,21621.883492054,22465.877432478,21229.672760099 "Pop OS 21.10",27072.287342685,29421.542625999,30313.717378114,25887.547339588,28195.070399533,24378.645192485,26195.215344428,34249.971184063,27186.342579718,28956.030280177,29642.706923152,33047.591340282,32081.413774834,22489.749306142,28822.90967504,30286.85159786,22277.843592878 "Java 2D Microbenchmark 1.0 - Rendering Test: Image Rendering", Higher Results Are Better "Pop OS 20.04",8610186.6707675,8508725.1677762,8613131.8766737,8482342.3373859 "Pop OS 21.10",15946190.012041,15917022.041509,15846251.00428,16012568.065417 "Java 2D Microbenchmark 1.0 - Rendering Test: All Rendering Tests", Higher Results Are Better "Pop OS 20.04",7900090.2741441,7906626.7315912,7570006.3903228,7884560.4455459 "Pop OS 21.10",9980839.1789674,9952253.4048507,10047581.721364,9950982.8099001 "Java 2D Microbenchmark 1.0 - Rendering Test: Vector Graphics Rendering", Higher Results Are Better "Pop OS 20.04",7817807.3723047,7917095.0977435,7827532.2465788,7814701.1836214 "Pop OS 21.10",8224300.6566999,8162567.7586153,8253820.1427615,8204300.6095239 "Coremark 1.0 - CoreMark Size 666 - Iterations Per Second", Higher Results Are Better "Pop OS 20.04",2277884.059261,2263984.081362,2227442.791264 "Pop OS 21.10",2330132.435261,2308281.862856,2336405.950534 "Timed FFmpeg Compilation 4.2.2 - Time To Compile", Lower Results Are Better "Pop OS 20.04",19.802,19.625,19.782 "Pop OS 21.10",17.14,17.07,17.066 "Timed MPlayer Compilation 1.4 - Time To Compile", Lower Results Are Better "Pop OS 20.04",10.645,10.633,10.562 "Pop OS 21.10",9.819,9.884,9.877 "Timed Apache Compilation 2.4.41 - Time To Compile", Lower Results Are Better "Pop OS 20.04",21.23,21.314,21.258 "Pop OS 21.10",18.048,18.035,17.982 "Stockfish 9 - Total Time", Higher Results Are Better "Pop OS 20.04",146981739,146122225,146286493 "Pop OS 21.10",148602896,144953352,144542733 "Timed PHP Compilation 7.4.2 - Time To Compile", Lower Results Are Better "Pop OS 20.04",35.538,35.453,35.366 "Pop OS 21.10",33.255,33.111,33.324 "Zstd Compression 1.4.5 - Compression Level: 3", Higher Results Are Better "Pop OS 20.04",7314.7,7269.6,7273.1 "Pop OS 21.10",7194.5,7222,7208.7 "Zstd Compression 1.4.5 - Compression Level: 19", Higher Results Are Better "Pop OS 20.04",81.7,81.8,81.6 "Pop OS 21.10",83.9,83.2,83.4 "SVT-VP9 0.1 - Tuning: PSNR/SSIM Optimized - Input: Bosphorus 1080p", Higher Results Are Better "Pop OS 20.04",398.41,392.41,391.39 "Pop OS 21.10",346.62,345.03,343.84 "SVT-VP9 0.1 - Tuning: Visual Quality Optimized - Input: Bosphorus 1080p", Higher Results Are Better "Pop OS 20.04",323.45,324.85,331.86 "Pop OS 21.10",275.48,276.37,277.39 "x265 3.4 - Video Input: Bosphorus 4K", Higher Results Are Better "Pop OS 20.04",26.33,26.32,26.11 "Pop OS 21.10",24.09,23.95,23.88 "x265 3.4 - Video Input: Bosphorus 1080p", Higher Results Are Better "Pop OS 20.04",58.61,57.92,58.03 "Pop OS 21.10",48.08,47.97,47.76 "SVT-HEVC 1.4.1 - 1080p 8-bit YUV To HEVC Video Encode", Higher Results Are Better "Pop OS 20.04",211.86,206.19,206.83 "Pop OS 21.10",205.34,205.69,199.8 "Blender 2.90 - Blend File: BMW27 - Compute: CPU-Only", Lower Results Are Better "Pop OS 20.04",32.45,32.61,32.23 "Pop OS 21.10",32.72,33.08,33.52 "Blender 2.90 - Blend File: Classroom - Compute: CPU-Only", Lower Results Are Better "Pop OS 20.04",84.1,85.19,85.56 "Pop OS 21.10",85.91,85.78,86.21 "Blender 2.90 - Blend File: Fishy Cat - Compute: CPU-Only", Lower Results Are Better "Pop OS 20.04",46.31,46.39,46.33 "Pop OS 21.10",47.02,46.96,46.63 "Blender 2.90 - Blend File: Barbershop - Compute: CPU-Only", Lower Results Are Better "Pop OS 20.04",130.67,131.09,131.6 "Pop OS 21.10",132.61,133.28,133.09 "Blender 2.90 - Blend File: Pabellon Barcelona - Compute: CPU-Only", Lower Results Are Better "Pop OS 20.04",98.21,98.83,98.93 "Pop OS 21.10",98.69,99.27,98.48 "Intel Open Image Denoise 1.2.0 - Scene: Memorial", Higher Results Are Better "Pop OS 20.04",26.994050511267,27.071218962847,26.969079949838 "Pop OS 21.10",28.950179635865,28.880449379792,29.009808216158 "OpenVKL 0.9 - Benchmark: vklBenchmark", Higher Results Are Better "Pop OS 20.04",464.83333333333,458.61111111111,460 "Pop OS 21.10",457,453,457 "OSPray 1.8.5 - Demo: San Miguel - Renderer: SciVis", Higher Results Are Better "Pop OS 20.04",66.666666666667,66.666666666667,71.428571428571,66.666666666667,66.666666666667,66.666666666667 "Pop OS 21.10",71.428571428571,71.428571428571,71.428571428571 "OSPray 1.8.5 - Demo: XFrog Forest - Renderer: SciVis", Higher Results Are Better "Pop OS 20.04",13.888888888889,13.698630136986,13.698630136986 "Pop OS 21.10",13.513513513514,13.333333333333,13.333333333333 "OSPray 1.8.5 - Demo: San Miguel - Renderer: Path Tracer", Higher Results Are Better "Pop OS 20.04",5.7142857142857,5.7142857142857,5.6818181818182 "Pop OS 21.10",5.586592178771,5.5555555555556,5.5555555555556 "OSPray 1.8.5 - Demo: NASA Streamlines - Renderer: SciVis", Higher Results Are Better "Pop OS 20.04",90.909090909091,90.909090909091,90.909090909091,90.909090909091,90.909090909091,90.909090909091,90.909090909091,90.909090909091,90.909090909091,90.909090909091,90.909090909091,90.909090909091,90.909090909091 "Pop OS 21.10",90.909090909091,90.909090909091,90.909090909091 "OSPray 1.8.5 - Demo: XFrog Forest - Renderer: Path Tracer", Higher Results Are Better "Pop OS 20.04",7.3529411764706,7.2992700729927,7.2992700729927 "Pop OS 21.10",7.0921985815603,7.0921985815603,7.0921985815603 "OSPray 1.8.5 - Demo: Magnetic Reconnection - Renderer: SciVis", Higher Results Are Better "Pop OS 20.04",43.478260869565,43.478260869565,43.478260869565,43.478260869565,43.478260869565,43.478260869565,43.478260869565,43.478260869565,43.478260869565,43.478260869565,43.478260869565,43.478260869565 "Pop OS 21.10",45.454545454546,45.454545454546,45.454545454546 "OSPray 1.8.5 - Demo: NASA Streamlines - Renderer: Path Tracer", Higher Results Are Better "Pop OS 20.04",20.408163265306,20.408163265306,20.408163265306,20.408163265306,20.408163265306,20.408163265306,20.408163265306,20.408163265306,20.408163265306,20.408163265306,20.408163265306,20.408163265306 "Pop OS 21.10",20,20,20 "OSPray 1.8.5 - Demo: Magnetic Reconnection - Renderer: Path Tracer", Higher Results Are Better "Pop OS 20.04",333.33333333333,333.33333333333,333.33333333333,333.33333333333,333.33333333333,333.33333333333,333.33333333333,333.33333333333,333.33333333333,333.33333333333,333.33333333333,333.33333333333 "Pop OS 21.10",333.33333333333,333.33333333333,333.33333333333 "rays1bench 2020-01-09 - Large Scene", Higher Results Are Better "Pop OS 20.04",311.07,311.77,311.05 "Pop OS 21.10",301.47,300.44,299.75 "Appleseed 2.0 Beta - Scene: Emily", Lower Results Are Better "Pop OS 20.04", "Pop OS 21.10", "Appleseed 2.0 Beta - Scene: Disney Material", Lower Results Are Better "Pop OS 20.04", "Pop OS 21.10", "Appleseed 2.0 Beta - Scene: Material Tester", Lower Results Are Better "Pop OS 20.04", "Pop OS 21.10", "RealSR-NCNN 20200818 - Scale: 4x - TAA: No", Lower Results Are Better "Pop OS 20.04",16.63,16.443,16.462 "Pop OS 21.10",10.483,10.369,10.362 "RealSR-NCNN 20200818 - Scale: 4x - TAA: Yes", Lower Results Are Better "Pop OS 20.04",114.139,114.517,114.676 "Pop OS 21.10",63.009,63.827,63.054 "Waifu2x-NCNN Vulkan 20200818 - Scale: 2x - Denoise: 3 - TAA: Yes", Lower Results Are Better "Pop OS 20.04",9.118,9.102,9.082 "Pop OS 21.10",6.088,6.08,6.063 "PyPerformance 1.0.0 - Benchmark: go", Lower Results Are Better "Pop OS 20.04",234,233,233 "Pop OS 21.10",235,236,235 "PyPerformance 1.0.0 - Benchmark: 2to3", Lower Results Are Better "Pop OS 20.04", "Pop OS 21.10",303,303,303 "PyPerformance 1.0.0 - Benchmark: chaos", Lower Results Are Better "Pop OS 20.04", "Pop OS 21.10",104,105,105 "PyPerformance 1.0.0 - Benchmark: float", Lower Results Are Better "Pop OS 20.04",109,108,108 "Pop OS 21.10",111,111,111 "PyPerformance 1.0.0 - Benchmark: nbody", Lower Results Are Better "Pop OS 20.04",107,108,108 "Pop OS 21.10",117,116,115 "PyPerformance 1.0.0 - Benchmark: pathlib", Lower Results Are Better "Pop OS 20.04",16.3,16.3,16.4 "Pop OS 21.10",16.3,16.3,16.3 "PyPerformance 1.0.0 - Benchmark: raytrace", Lower Results Are Better "Pop OS 20.04", "Pop OS 21.10",465,460,461 "PyPerformance 1.0.0 - Benchmark: json_loads", Lower Results Are Better "Pop OS 20.04",23.9,23.9,23.8 "Pop OS 21.10",23.8,23.9,23.9 "PyPerformance 1.0.0 - Benchmark: crypto_pyaes", Lower Results Are Better "Pop OS 20.04", "Pop OS 21.10",104,104,104 "PyPerformance 1.0.0 - Benchmark: regex_compile", Lower Results Are Better "Pop OS 20.04",159,161,160 "Pop OS 21.10",160,161,160 "PyPerformance 1.0.0 - Benchmark: python_startup", Lower Results Are Better "Pop OS 20.04",12.8,12.8,12.8 "Pop OS 21.10",11.1,11.1,11.2 "PyPerformance 1.0.0 - Benchmark: django_template", Lower Results Are Better "Pop OS 20.04",47.9,47.1,47.6 "Pop OS 21.10",43.7,43.8,43.8 "PyPerformance 1.0.0 - Benchmark: pickle_pure_python", Lower Results Are Better "Pop OS 20.04",442,436,444 "Pop OS 21.10",419,419,420 "OpenSSL 1.1.1 - RSA 4096-bit Performance", Higher Results Are Better "Pop OS 20.04",15294,15045.2,14892.7 "Pop OS 21.10",15046.6,14886.6,14844 "Apache CouchDB 3.1.1 - Bulk Size: 100 - Inserts: 1000 - Rounds: 24", Lower Results Are Better "Pop OS 20.04",120.955,117.767,118.839 "Pop OS 21.10",74.879,74.656,74.807 "InfluxDB 1.8.2 - Concurrent Streams: 1024 - Batch Size: 10000 - Tags: 2,5000,1 - Points Per Series: 10000", Higher Results Are Better "Pop OS 20.04",1557230.6,1555635.9,1560816.8 "Pop OS 21.10",1563483.5,1557232.9,1570331.6 "SQLite 3.30.1 - Threads / Copies: 1", Lower Results Are Better "Pop OS 20.04",32.808,33.202,33.266 "Pop OS 21.10",32.947,33.007,33.052 "SQLite 3.30.1 - Threads / Copies: 8", Lower Results Are Better "Pop OS 20.04",115.552,114.39,115.048 "Pop OS 21.10",92.716,94.396,94.655 "LevelDB 1.22 - Benchmark: Fill Sync", Higher Results Are Better "Pop OS 20.04",2.4,2.4,2.4 "Pop OS 21.10",2.4,2.3,2.4 "LevelDB 1.22 - Benchmark: Fill Sync", Lower Results Are Better "Pop OS 20.04",5925.377,5957.058,5979.446 "Pop OS 21.10",5985.868,5991.826,5961.295 "LevelDB 1.22 - Benchmark: Overwrite", Higher Results Are Better "Pop OS 20.04",22.8,22.8,22.8 "Pop OS 21.10",22.1,22.1,22.2 "LevelDB 1.22 - Benchmark: Overwrite", Lower Results Are Better "Pop OS 20.04",620.911,621.702,621.141 "Pop OS 21.10",639.12,639.952,637.4 "LevelDB 1.22 - Benchmark: Random Fill", Higher Results Are Better "Pop OS 20.04",22.7,22.7,22.6 "Pop OS 21.10",22,22.2,22.2 "LevelDB 1.22 - Benchmark: Random Fill", Lower Results Are Better "Pop OS 20.04",622.313,623.164,625.702 "Pop OS 21.10",642.492,638.646,636.25 "LevelDB 1.22 - Benchmark: Random Read", Lower Results Are Better "Pop OS 20.04",110.258,109.614,110.12 "Pop OS 21.10",107.124,108.317,107.634 "LevelDB 1.22 - Benchmark: Seek Random", Lower Results Are Better "Pop OS 20.04",170.677,171.276,171.134 "Pop OS 21.10",169.991,172.107,172.059 "LevelDB 1.22 - Benchmark: Random Delete", Lower Results Are Better "Pop OS 20.04",598.546,596.755,598.578 "Pop OS 21.10",594.557,599.601,592.753 "LevelDB 1.22 - Benchmark: Sequential Fill", Higher Results Are Better "Pop OS 20.04",23.4,24.2,24.2 "Pop OS 21.10",22.7,23.5,23.5 "LevelDB 1.22 - Benchmark: Sequential Fill", Lower Results Are Better "Pop OS 20.04",604.442,584.957,585.436 "Pop OS 21.10",624.033,601.126,601.591 "SQLite Speedtest 3.30 - Timed Time - Size 1,000", Lower Results Are Better "Pop OS 20.04",64.41,64.117,64.278 "Pop OS 21.10",68.966,68.513,68.44 "BYTE Unix Benchmark 3.6 - Computational Test: Dhrystone 2", Higher Results Are Better "Pop OS 20.04",42941285.4,44755817.3,40445574.8,42128031.9,43046881.7,43825815.3,43653097.5,41155323.1,43228141.1,43758393.9,44479240.7,43501701.6 "Pop OS 21.10",44616607.5,44514473.2,44658909.6 "Optcarrot - Optimized Benchmark", Higher Results Are Better "Pop OS 20.04",131.49078702343,131.84321785553,130.637076966,131.33878747893 "Pop OS 21.10",129.99456073966,129.54432682787,126.85706409321,129.02263733177 "Polyhedron Fortran Benchmarks - Benchmark: ac", Lower Results Are Better "Pop OS 20.04", "Pop OS 21.10", "Polyhedron Fortran Benchmarks - Benchmark: air", Lower Results Are Better "Pop OS 20.04", "Pop OS 21.10", "Polyhedron Fortran Benchmarks - Benchmark: doduc", Lower Results Are Better "Pop OS 20.04", "Pop OS 21.10", "Polyhedron Fortran Benchmarks - Benchmark: linpk", Lower Results Are Better "Pop OS 20.04", "Pop OS 21.10", "Polyhedron Fortran Benchmarks - Benchmark: tfft2", Lower Results Are Better "Pop OS 20.04", "Pop OS 21.10", "Polyhedron Fortran Benchmarks - Benchmark: rnflow", Lower Results Are Better "Pop OS 20.04", "Pop OS 21.10", "Polyhedron Fortran Benchmarks - Benchmark: induct2", Lower Results Are Better "Pop OS 20.04", "Pop OS 21.10", "Polyhedron Fortran Benchmarks - Benchmark: protein", Lower Results Are Better "Pop OS 20.04", "Pop OS 21.10", "Polyhedron Fortran Benchmarks - Benchmark: capacita", Lower Results Are Better "Pop OS 20.04", "Pop OS 21.10", "Polyhedron Fortran Benchmarks - Benchmark: channel2", Lower Results Are Better "Pop OS 20.04", "Pop OS 21.10", "Polyhedron Fortran Benchmarks - Benchmark: fatigue2", Lower Results Are Better "Pop OS 20.04", "Pop OS 21.10", "Polyhedron Fortran Benchmarks - Benchmark: gas_dyn2", Lower Results Are Better "Pop OS 20.04", "Pop OS 21.10", "Polyhedron Fortran Benchmarks - Benchmark: test_fpu2", Lower Results Are Better "Pop OS 20.04", "Pop OS 21.10", "Polyhedron Fortran Benchmarks - Benchmark: mp_prop_design", Lower Results Are Better "Pop OS 20.04", "Pop OS 21.10", "Git - Time To Complete Common Git Commands", Lower Results Are Better "Pop OS 20.04",48.54,48.364,48.192 "Pop OS 21.10",46.807,46.628,47.196 "PyBench 2018-02-16 - Total For Average Test Times", Lower Results Are Better "Pop OS 20.04",938,946,940 "Pop OS 21.10",976,972,971 "ParaView 5.4.1 - Test: Wavelet Volume - Resolution: 1920 x 1080", Higher Results Are Better "Pop OS 20.04",219.96,219.2,219.58 "Pop OS 21.10",304.95,292.73,292.57 "ParaView 5.4.1 - Test: Wavelet Volume - Resolution: 1920 x 1080", Higher Results Are Better "Pop OS 20.04",3519.311,3507.128,3513.315 "Pop OS 21.10",4879.28,4683.604,4681.1 "ParaView 5.4.1 - Test: Wavelet Volume - Resolution: 3840 x 2160", Higher Results Are Better "Pop OS 20.04",149.79,164.84,161.23,146.51,176.39,164.17,175.55,143.21,164.54,155.37,165.01,167.13,154.51,173.48,152.83 "Pop OS 21.10",236.55,232.65,235.63 "ParaView 5.4.1 - Test: Wavelet Volume - Resolution: 3840 x 2160", Higher Results Are Better "Pop OS 20.04",2396.657,2637.518,2579.612,2344.109,2822.23,2626.678,2808.768,2291.335,2632.639,2485.91,2640.159,2674.059,2472.188,2775.601,2445.233 "Pop OS 21.10",3784.758,3722.453,3770.059 "ParaView 5.4.1 - Test: Wavelet Contour - Resolution: 1920 x 1080", Higher Results Are Better "Pop OS 20.04",294.42,293.08,314.66,294.14,311.06,300.24,305.55 "Pop OS 21.10",316.37,312.41,311.38 "ParaView 5.4.1 - Test: Wavelet Contour - Resolution: 1920 x 1080", Higher Results Are Better "Pop OS 20.04",3068.171,3054.28,3279.134,3065.339,3241.605,3128.874,3184.158 "Pop OS 21.10",3296.913,3255.678,3244.981 "ParaView 5.4.1 - Test: Wavelet Contour - Resolution: 3840 x 2160", Higher Results Are Better "Pop OS 20.04",163.8,164.32,164.45 "Pop OS 21.10",193.19,193.36,191.13 "ParaView 5.4.1 - Test: Wavelet Contour - Resolution: 3840 x 2160", Higher Results Are Better "Pop OS 20.04",1707.033,1712.382,1713.79 "Pop OS 21.10",2013.316,2015.061,1991.781