august AMD Ryzen 9 5950X 16-Core testing with a ASUS ROG CROSSHAIR VIII HERO (WI-FI) (4006 BIOS) and llvmpipe on Ubuntu 22.04 via the Phoronix Test Suite. ,,"A","B","C","D" Processor,,AMD Ryzen 9 5950X 16-Core @ 3.40GHz (16 Cores / 32 Threads),AMD Ryzen 9 5950X 16-Core @ 3.40GHz (16 Cores / 32 Threads),AMD Ryzen 9 5950X 16-Core @ 3.40GHz (16 Cores / 32 Threads),AMD Ryzen 9 5950X 16-Core @ 3.40GHz (16 Cores / 32 Threads) Motherboard,,ASUS ROG CROSSHAIR VIII HERO (WI-FI) (4006 BIOS),ASUS ROG CROSSHAIR VIII HERO (WI-FI) (4006 BIOS),ASUS ROG CROSSHAIR VIII HERO (WI-FI) (4006 BIOS),ASUS ROG CROSSHAIR VIII HERO (WI-FI) (4006 BIOS) Chipset,,AMD Starship/Matisse,AMD Starship/Matisse,AMD Starship/Matisse,AMD Starship/Matisse Memory,,32GB,32GB,32GB,32GB Disk,,1000GB Sabrent Rocket 4.0 Plus,1000GB Sabrent Rocket 4.0 Plus,1000GB Sabrent Rocket 4.0 Plus,1000GB Sabrent Rocket 4.0 Plus Graphics,,llvmpipe,llvmpipe,llvmpipe,llvmpipe Audio,,AMD Navi 21 HDMI Audio,AMD Navi 21 HDMI Audio,AMD Navi 21 HDMI Audio,AMD Navi 21 HDMI Audio Network,,Realtek RTL8125 2.5GbE + Intel I211 + Intel Wi-Fi 6 AX200,Realtek RTL8125 2.5GbE + Intel I211 + Intel Wi-Fi 6 AX200,Realtek RTL8125 2.5GbE + Intel I211 + Intel Wi-Fi 6 AX200,Realtek RTL8125 2.5GbE + Intel I211 + Intel Wi-Fi 6 AX200 OS,,Ubuntu 22.04,Ubuntu 22.04,Ubuntu 22.04,Ubuntu 22.04 Kernel,,5.15.0-40-generic (x86_64),5.15.0-40-generic (x86_64),5.15.0-40-generic (x86_64),5.15.0-40-generic (x86_64) Desktop,,GNOME Shell 42.2,GNOME Shell 42.2,GNOME Shell 42.2,GNOME Shell 42.2 Display Server,,X Server 1.21.1.3,X Server 1.21.1.3,X Server 1.21.1.3,X Server 1.21.1.3 OpenGL,,4.5 Mesa 22.0.1 (LLVM 13.0.1 256 bits),4.5 Mesa 22.0.1 (LLVM 13.0.1 256 bits),4.5 Mesa 22.0.1 (LLVM 13.0.1 256 bits),4.5 Mesa 22.0.1 (LLVM 13.0.1 256 bits) Vulkan,,1.2.204,1.2.204,1.2.204,1.2.204 Compiler,,GCC 11.2.0,GCC 11.2.0,GCC 11.2.0,GCC 11.2.0 File-System,,ext4,ext4,ext4,ext4 Screen Resolution,,3840x2160,3840x2160,3840x2160,3840x2160 ,,"A","B","C","D" "AI Benchmark Alpha - Device AI Score (Score)",HIB,2552,2505,2487,2517 "AI Benchmark Alpha - Device Training Score (Score)",HIB,1140,1128,1126,1134 "AI Benchmark Alpha - Device Inference Score (Score)",HIB,1412,1377,1361,1383 "LAMMPS Molecular Dynamics Simulator - Model: 20k Atoms (ns/day)",HIB,12.647,12.58,12.69,12.563 "Apache Spark - Row Count: 40000000 - Partitions: 500 - Broadcast Inner Join Test Time (sec)",LIB,43.30,43.58,43.61,42.28 "Apache Spark - Row Count: 40000000 - Partitions: 500 - Inner Join Test Time (sec)",LIB,43.66,43.45,44.39,43.96 "Apache Spark - Row Count: 40000000 - Partitions: 500 - Repartition Test Time (sec)",LIB,39.84,39.71,40.07,39.65 "Apache Spark - Row Count: 40000000 - Partitions: 500 - Group By Test Time (sec)",LIB,28.57,28.64,28.51,28.71 "Apache Spark - Row Count: 40000000 - Partitions: 500 - Calculate Pi Benchmark Using Dataframe (sec)",LIB,5.06,5.10,5.11,4.99 "Apache Spark - Row Count: 40000000 - Partitions: 500 - Calculate Pi Benchmark (sec)",LIB,85.56,85.76,85.05,85.39 "Apache Spark - Row Count: 40000000 - Partitions: 500 - SHA-512 Benchmark Time (sec)",LIB,58.20,56.46,56.37,59.74 "Apache Spark - Row Count: 40000000 - Partitions: 1000 - Broadcast Inner Join Test Time (sec)",LIB,42.82,42.52,43.38,42.85 "Apache Spark - Row Count: 40000000 - Partitions: 1000 - Inner Join Test Time (sec)",LIB,43.73,42.53,45.90,44.44 "Apache Spark - Row Count: 40000000 - Partitions: 1000 - Repartition Test Time (sec)",LIB,38.82,38.229998126,38.19,38.16 "Apache Spark - Row Count: 40000000 - Partitions: 1000 - Group By Test Time (sec)",LIB,26.79,27.013806994,26.70,26.81 "Apache Spark - Row Count: 40000000 - Partitions: 1000 - Calculate Pi Benchmark Using Dataframe (sec)",LIB,5.06,5.05,5.04,5.00 "Apache Spark - Row Count: 40000000 - Partitions: 1000 - Calculate Pi Benchmark (sec)",LIB,85.50,86.314829773,85.76,85.36 "Apache Spark - Row Count: 40000000 - Partitions: 1000 - SHA-512 Benchmark Time (sec)",LIB,58.38,57.04,56.393666853,56.97 "Apache Spark - Row Count: 20000000 - Partitions: 2000 - Broadcast Inner Join Test Time (sec)",LIB,21.88,22.12,22.81,21.67 "Apache Spark - Row Count: 20000000 - Partitions: 2000 - Inner Join Test Time (sec)",LIB,22.80,22.01,23.56,23.28 "Apache Spark - Row Count: 20000000 - Partitions: 2000 - Repartition Test Time (sec)",LIB,20.14,19.87,20.93,20.75 "Apache Spark - Row Count: 20000000 - Partitions: 2000 - Group By Test Time (sec)",LIB,10.32,10.25,10.47,10.06 "Apache Spark - Row Count: 20000000 - Partitions: 2000 - Calculate Pi Benchmark Using Dataframe (sec)",LIB,5.07,5.07,5.03,5.12 "Apache Spark - Row Count: 20000000 - Partitions: 2000 - Calculate Pi Benchmark (sec)",LIB,85.77,85.66,85.24,85.20 "Apache Spark - Row Count: 20000000 - Partitions: 2000 - SHA-512 Benchmark Time (sec)",LIB,30.41,31.20,30.41,31.17 "Apache Spark - Row Count: 20000000 - Partitions: 1000 - Broadcast Inner Join Test Time (sec)",LIB,21.32,20.43,20.80,22.01 "Apache Spark - Row Count: 20000000 - Partitions: 1000 - Inner Join Test Time (sec)",LIB,21.77,21.10,21.10,22.27 "Apache Spark - Row Count: 20000000 - Partitions: 1000 - Repartition Test Time (sec)",LIB,19.54,19.66,19.45,19.53 "Apache Spark - Row Count: 20000000 - Partitions: 1000 - Group By Test Time (sec)",LIB,10.16,10.00,10.27,10.03 "Apache Spark - Row Count: 20000000 - Partitions: 1000 - Calculate Pi Benchmark Using Dataframe (sec)",LIB,5.05,5.25,5.05,5.06 "Apache Spark - Row Count: 20000000 - Partitions: 1000 - Calculate Pi Benchmark (sec)",LIB,85.50,85.44,84.98,85.85 "Apache Spark - Row Count: 20000000 - Partitions: 1000 - SHA-512 Benchmark Time (sec)",LIB,29.77,30.53,29.37,29.34 "Apache Spark - Row Count: 40000000 - Partitions: 100 - Broadcast Inner Join Test Time (sec)",LIB,44.444641786,44.53,45.16,45.68 "Apache Spark - Row Count: 40000000 - Partitions: 100 - Inner Join Test Time (sec)",LIB,45.17,45.995650851,44.64,45.77 "Apache Spark - Row Count: 40000000 - Partitions: 100 - Repartition Test Time (sec)",LIB,41.09,40.893068701,40.57,40.93 "Apache Spark - Row Count: 40000000 - Partitions: 100 - Group By Test Time (sec)",LIB,30.24,30.285293939,30.38,30.77 "Apache Spark - Row Count: 40000000 - Partitions: 100 - Calculate Pi Benchmark Using Dataframe (sec)",LIB,5.05,5.10,5.02,5.08 "Apache Spark - Row Count: 40000000 - Partitions: 100 - Calculate Pi Benchmark (sec)",LIB,86.18,85.779159799,85.10,85.36 "Apache Spark - Row Count: 40000000 - Partitions: 100 - SHA-512 Benchmark Time (sec)",LIB,60.77,61.57,59.39,59.424458504 "Apache Spark - Row Count: 40000000 - Partitions: 2000 - Broadcast Inner Join Test Time (sec)",LIB,43.67,43.40,43.57,43.45 "Apache Spark - Row Count: 40000000 - Partitions: 2000 - Inner Join Test Time (sec)",LIB,44.38,45.44,43.73,43.57 "Apache Spark - Row Count: 40000000 - Partitions: 2000 - Repartition Test Time (sec)",LIB,39.39,39.03,39.06,39.15 "Apache Spark - Row Count: 40000000 - Partitions: 2000 - Group By Test Time (sec)",LIB,22.85,22.77,22.55,23.14 "Apache Spark - Row Count: 40000000 - Partitions: 2000 - Calculate Pi Benchmark Using Dataframe (sec)",LIB,5.06,5.01,5.09,5.04 "Apache Spark - Row Count: 40000000 - Partitions: 2000 - Calculate Pi Benchmark (sec)",LIB,85.08,85.77,86.41,84.89 "Apache Spark - Row Count: 40000000 - Partitions: 2000 - SHA-512 Benchmark Time (sec)",LIB,60.61,59.11,57.65,58.06 "Apache Spark - Row Count: 1000000 - Partitions: 2000 - Broadcast Inner Join Test Time (sec)",LIB,1.98,2.12,1.96,2.23 "Apache Spark - Row Count: 1000000 - Partitions: 2000 - Inner Join Test Time (sec)",LIB,2.49,2.44,2.53,2.33 "Apache Spark - Row Count: 1000000 - Partitions: 2000 - Repartition Test Time (sec)",LIB,2.46,2.42,2.40,2.55 "Apache Spark - Row Count: 1000000 - Partitions: 2000 - Group By Test Time (sec)",LIB,3.86,3.90,3.95,3.90 "Apache Spark - Row Count: 1000000 - Partitions: 2000 - Calculate Pi Benchmark Using Dataframe (sec)",LIB,5.03,5.03,5.04,5.03 "Apache Spark - Row Count: 1000000 - Partitions: 2000 - Calculate Pi Benchmark (sec)",LIB,85.35,85.510915166,85.26,85.20 "Apache Spark - Row Count: 1000000 - Partitions: 2000 - SHA-512 Benchmark Time (sec)",LIB,3.70,3.77,3.73,3.86 "Apache Spark - Row Count: 20000000 - Partitions: 100 - Broadcast Inner Join Test Time (sec)",LIB,22.503354842,23.60,22.88,23.00 "Apache Spark - Row Count: 20000000 - Partitions: 100 - Inner Join Test Time (sec)",LIB,23.408429797,23.79,24.11,23.04 "Apache Spark - Row Count: 20000000 - Partitions: 100 - Repartition Test Time (sec)",LIB,20.61,20.77,20.87,20.72 "Apache Spark - Row Count: 20000000 - Partitions: 100 - Group By Test Time (sec)",LIB,10.50,10.19,10.13,10.56 "Apache Spark - Row Count: 20000000 - Partitions: 100 - Calculate Pi Benchmark Using Dataframe (sec)",LIB,5.06,5.07,5.00,5.07 "Apache Spark - Row Count: 20000000 - Partitions: 100 - Calculate Pi Benchmark (sec)",LIB,85.18,85.55,85.80114946,85.75 "Apache Spark - Row Count: 20000000 - Partitions: 100 - SHA-512 Benchmark Time (sec)",LIB,30.56,30.42,31.69,30.349860224 "Apache Spark - Row Count: 20000000 - Partitions: 500 - Broadcast Inner Join Test Time (sec)",LIB,21.69,21.68,21.22,21.665859572 "Apache Spark - Row Count: 20000000 - Partitions: 500 - Inner Join Test Time (sec)",LIB,22.57,22.14,21.40,22.29 "Apache Spark - Row Count: 20000000 - Partitions: 500 - Repartition Test Time (sec)",LIB,20.00,19.75,19.44,20.18 "Apache Spark - Row Count: 20000000 - Partitions: 500 - Group By Test Time (sec)",LIB,9.71,9.83,9.75,9.67 "Apache Spark - Row Count: 20000000 - Partitions: 500 - Calculate Pi Benchmark Using Dataframe (sec)",LIB,5.06,5.10,5.06,5.08 "Apache Spark - Row Count: 20000000 - Partitions: 500 - Calculate Pi Benchmark (sec)",LIB,85.63,84.91,87.04,85.91 "Apache Spark - Row Count: 20000000 - Partitions: 500 - SHA-512 Benchmark Time (sec)",LIB,29.76,29.75,29.79,29.47 "Apache Spark - Row Count: 10000000 - Partitions: 2000 - Broadcast Inner Join Test Time (sec)",LIB,11.12,11.90,10.98,11.36 "Apache Spark - Row Count: 10000000 - Partitions: 2000 - Inner Join Test Time (sec)",LIB,11.89,12.19,11.73,12.28 "Apache Spark - Row Count: 10000000 - Partitions: 2000 - Repartition Test Time (sec)",LIB,10.48,10.476039948,10.35,10.72 "Apache Spark - Row Count: 10000000 - Partitions: 2000 - Group By Test Time (sec)",LIB,7.29,7.06,7.27,7.38 "Apache Spark - Row Count: 10000000 - Partitions: 2000 - Calculate Pi Benchmark Using Dataframe (sec)",LIB,5.03,5.05,5.02,5.03 "Apache Spark - Row Count: 10000000 - Partitions: 2000 - Calculate Pi Benchmark (sec)",LIB,85.20,85.78,85.30,85.99377701 "Apache Spark - Row Count: 10000000 - Partitions: 2000 - SHA-512 Benchmark Time (sec)",LIB,16.34,16.24,16.51,16.25 "Apache Spark - Row Count: 10000000 - Partitions: 100 - Broadcast Inner Join Test Time (sec)",LIB,11.770975614,11.14,12.00,11.20 "Apache Spark - Row Count: 10000000 - Partitions: 100 - Inner Join Test Time (sec)",LIB,11.895787558,11.70,11.98,12.190615157 "Apache Spark - Row Count: 10000000 - Partitions: 100 - Repartition Test Time (sec)",LIB,10.225342330,10.45,10.59,10.21 "Apache Spark - Row Count: 10000000 - Partitions: 100 - Group By Test Time (sec)",LIB,6.84,6.78,6.70,6.92 "Apache Spark - Row Count: 10000000 - Partitions: 100 - Calculate Pi Benchmark Using Dataframe (sec)",LIB,5.07,5.06,5.01,5.03 "Apache Spark - Row Count: 10000000 - Partitions: 100 - Calculate Pi Benchmark (sec)",LIB,85.57,84.922710339,85.95,85.49 "Apache Spark - Row Count: 10000000 - Partitions: 100 - SHA-512 Benchmark Time (sec)",LIB,16.207961663,16.19,16.19,16.09 "Apache Spark - Row Count: 10000000 - Partitions: 1000 - Broadcast Inner Join Test Time (sec)",LIB,10.99,11.154432133,11.16,11.12 "Apache Spark - Row Count: 10000000 - Partitions: 1000 - Inner Join Test Time (sec)",LIB,11.37,11.14,11.26,11.89 "Apache Spark - Row Count: 10000000 - Partitions: 1000 - Repartition Test Time (sec)",LIB,10.28,10.14,10.05,10.310181768 "Apache Spark - Row Count: 10000000 - Partitions: 1000 - Group By Test Time (sec)",LIB,6.86,6.75,6.60,6.93 "Apache Spark - Row Count: 10000000 - Partitions: 1000 - Calculate Pi Benchmark Using Dataframe (sec)",LIB,5.05,5.09,5.02,5.09 "Apache Spark - Row Count: 10000000 - Partitions: 1000 - Calculate Pi Benchmark (sec)",LIB,85.91,86.03,86.15,84.896864782 "Apache Spark - Row Count: 10000000 - Partitions: 1000 - SHA-512 Benchmark Time (sec)",LIB,15.90,16.17,16.91,15.96 "Apache Spark - Row Count: 10000000 - Partitions: 500 - Broadcast Inner Join Test Time (sec)",LIB,10.73,10.99,11.34,11.17 "Apache Spark - Row Count: 10000000 - Partitions: 500 - Inner Join Test Time (sec)",LIB,11.287056352,11.220928559,11.45,11.72 "Apache Spark - Row Count: 10000000 - Partitions: 500 - Repartition Test Time (sec)",LIB,10.01,9.92,10.22,10.02 "Apache Spark - Row Count: 10000000 - Partitions: 500 - Group By Test Time (sec)",LIB,6.40,6.39,6.51,6.50 "Apache Spark - Row Count: 10000000 - Partitions: 500 - Calculate Pi Benchmark Using Dataframe (sec)",LIB,5.05,5.09,5.05,5.06 "Apache Spark - Row Count: 10000000 - Partitions: 500 - Calculate Pi Benchmark (sec)",LIB,85.61,86.11,85.93,84.90 "Apache Spark - Row Count: 10000000 - Partitions: 500 - SHA-512 Benchmark Time (sec)",LIB,15.86,16.60,15.94,15.68 "Primesieve - Length: 1e13 (sec)",LIB,134.358,133.792,134.048,134.26 "Apache Spark - Row Count: 1000000 - Partitions: 1000 - Broadcast Inner Join Test Time (sec)",LIB,1.68,1.66,1.67,1.67 "Apache Spark - Row Count: 1000000 - Partitions: 1000 - Inner Join Test Time (sec)",LIB,1.91,1.79,1.88,1.88 "Apache Spark - Row Count: 1000000 - Partitions: 1000 - Repartition Test Time (sec)",LIB,2.00,2.02,1.99,2.03 "Apache Spark - Row Count: 1000000 - Partitions: 1000 - Group By Test Time (sec)",LIB,3.37,3.46,3.472859857,3.38 "Apache Spark - Row Count: 1000000 - Partitions: 1000 - Calculate Pi Benchmark Using Dataframe (sec)",LIB,5.06,5.01,5.11,5.10 "Apache Spark - Row Count: 1000000 - Partitions: 1000 - Calculate Pi Benchmark (sec)",LIB,85.61,86.36,84.740388275,85.28 "Apache Spark - Row Count: 1000000 - Partitions: 1000 - SHA-512 Benchmark Time (sec)",LIB,3.50,3.31,3.63,3.50 "Apache Spark - Row Count: 1000000 - Partitions: 500 - Broadcast Inner Join Test Time (sec)",LIB,1.43,1.48,1.41,1.41 "Apache Spark - Row Count: 1000000 - Partitions: 500 - Inner Join Test Time (sec)",LIB,1.73,1.73,1.732037627,1.83 "Apache Spark - Row Count: 1000000 - Partitions: 500 - Repartition Test Time (sec)",LIB,1.90,1.87,1.91,1.87 "Apache Spark - Row Count: 1000000 - Partitions: 500 - Group By Test Time (sec)",LIB,3.40,3.40,3.38,3.23 "Apache Spark - Row Count: 1000000 - Partitions: 500 - Calculate Pi Benchmark Using Dataframe (sec)",LIB,5.06,5.11,5.02,5.09 "Apache Spark - Row Count: 1000000 - Partitions: 500 - Calculate Pi Benchmark (sec)",LIB,85.14,86.60,85.83,87.33 "Apache Spark - Row Count: 1000000 - Partitions: 500 - SHA-512 Benchmark Time (sec)",LIB,3.32,3.31,3.45,3.26 "Apache Spark - Row Count: 1000000 - Partitions: 100 - Broadcast Inner Join Test Time (sec)",LIB,1.50,1.60,1.47,1.50 "Apache Spark - Row Count: 1000000 - Partitions: 100 - Inner Join Test Time (sec)",LIB,1.69,1.56,1.45,1.67 "Apache Spark - Row Count: 1000000 - Partitions: 100 - Repartition Test Time (sec)",LIB,1.90,1.89,1.74,1.91 "Apache Spark - Row Count: 1000000 - Partitions: 100 - Group By Test Time (sec)",LIB,3.41,3.40,3.41,3.60 "Apache Spark - Row Count: 1000000 - Partitions: 100 - Calculate Pi Benchmark Using Dataframe (sec)",LIB,5.05,5.09,5.01,5.07 "Apache Spark - Row Count: 1000000 - Partitions: 100 - Calculate Pi Benchmark (sec)",LIB,85.020832690,85.094623072,84.62,84.48 "Apache Spark - Row Count: 1000000 - Partitions: 100 - SHA-512 Benchmark Time (sec)",LIB,3.31,3.28,3.41,3.25 "SVT-AV1 - Encoder Mode: Preset 4 - Input: Bosphorus 4K (FPS)",HIB,2.433,2.414,2.428,2.42 "Node.js V8 Web Tooling Benchmark - (runs/s)",HIB,14.62,14.74,14.69,14.55 "Inkscape - Operation: SVG Files To PNG (sec)",LIB,17.494,17.698,17.578,17.64 "ASTC Encoder - Preset: Exhaustive (MT/s)",HIB,1.2751,1.2782,1.2837,1.2826 "Aircrack-ng - (k/s)",HIB,72757.489,,72788.023,72751.25 "ASTC Encoder - Preset: Thorough (MT/s)",HIB,12.1037,12.1053,12.1481,12.1539 "SVT-AV1 - Encoder Mode: Preset 4 - Input: Bosphorus 1080p (FPS)",HIB,7.093,7.087,7.206,7.061 "ASTC Encoder - Preset: Fast (MT/s)",HIB,285.1810,284.7715,286.2078,284.2022 "SVT-AV1 - Encoder Mode: Preset 8 - Input: Bosphorus 4K (FPS)",HIB,52.025,51.538,50.477,51.017 "Primesieve - Length: 1e12 (sec)",LIB,10.625,10.568,10.628,10.652 "ASTC Encoder - Preset: Medium (MT/s)",HIB,98.4276,98.5245,98.6542,98.5837 "SVT-AV1 - Encoder Mode: Preset 10 - Input: Bosphorus 4K (FPS)",HIB,89.621,88.175,88.079,86.744 "SVT-AV1 - Encoder Mode: Preset 12 - Input: Bosphorus 4K (FPS)",HIB,119.522,117.609,112.778,112.206 "SVT-AV1 - Encoder Mode: Preset 8 - Input: Bosphorus 1080p (FPS)",HIB,142.242,143.357,140.848,141.942 "LAMMPS Molecular Dynamics Simulator - Model: Rhodopsin Protein (ns/day)",HIB,12.576,12.357,12.605,12.736 "SVT-AV1 - Encoder Mode: Preset 10 - Input: Bosphorus 1080p (FPS)",HIB,305.709,303.45,300.674,298.746 "SVT-AV1 - Encoder Mode: Preset 12 - Input: Bosphorus 1080p (FPS)",HIB,446.746,443.173,441.567,439.841