5950-930-22 AMD Ryzen 9 5950X 16-Core testing with a MSI MEG X570 GODLIKE (MS-7C34) v1.0 (1.H0 BIOS) and eVGA NVIDIA GeForce GTX 1060 6GB on Gentoo 2.9 via the Phoronix Test Suite. AMD Ryzen 9 5950X 16-Core: Processor: AMD Ryzen 9 5950X 16-Core @ 3.40GHz (16 Cores / 32 Threads), Motherboard: MSI MEG X570 GODLIKE (MS-7C34) v1.0 (1.H0 BIOS), Chipset: AMD Starship/Matisse, Memory: 2 x 16 GB DDR4-3733MT/s TEAMGROUP-UD4-3600, Disk: 3 x 1000GB Samsung SSD 980 PRO 1TB, Graphics: eVGA NVIDIA GeForce GTX 1060 6GB, Audio: NVIDIA GP106 HD Audio, Monitor: DELL 2707WFP, Network: Realtek Device 2600 + Realtek Killer E3000 2.5GbE + Intel Wi-Fi 6 AX200 OS: Gentoo 2.9, Kernel: 5.19.12-gentoo-harambe-edition (x86_64), Desktop: KDE Plasma 5.25.5, Display Server: X Server 1.21.1.4, Display Driver: NVIDIA 515.65.01, Compiler: GCC 11.3.0 + Clang 14.0.6 + LLVM 14.0.6, File-System: ext4, Screen Resolution: 3840x1200 Apache Spark 3.3 Row Count: 10000000 - Partitions: 500 - Broadcast Inner Join Test Time Seconds < Lower Is Better AMD Ryzen 9 5950X 16-Core . 4.66 |============================================= Apache Spark 3.3 Row Count: 10000000 - Partitions: 500 - Inner Join Test Time Seconds < Lower Is Better AMD Ryzen 9 5950X 16-Core . 5.13 |============================================= Apache Spark 3.3 Row Count: 10000000 - Partitions: 500 - Repartition Test Time Seconds < Lower Is Better AMD Ryzen 9 5950X 16-Core . 4.59 |============================================= Apache Spark 3.3 Row Count: 10000000 - Partitions: 500 - Group By Test Time Seconds < Lower Is Better AMD Ryzen 9 5950X 16-Core . 4.31 |============================================= Apache Spark 3.3 Row Count: 10000000 - Partitions: 500 - Calculate Pi Benchmark Using Dataframe Seconds < Lower Is Better AMD Ryzen 9 5950X 16-Core . 3.85 |============================================= Apache Spark 3.3 Row Count: 10000000 - Partitions: 500 - Calculate Pi Benchmark Seconds < Lower Is Better AMD Ryzen 9 5950X 16-Core . 84.68 |============================================ Apache Spark 3.3 Row Count: 10000000 - Partitions: 500 - SHA-512 Benchmark Time Seconds < Lower Is Better AMD Ryzen 9 5950X 16-Core . 6.85 |============================================= Apache Spark 3.3 Row Count: 20000000 - Partitions: 100 - Broadcast Inner Join Test Time Seconds < Lower Is Better AMD Ryzen 9 5950X 16-Core . 10.41 |============================================ Apache Spark 3.3 Row Count: 20000000 - Partitions: 100 - Inner Join Test Time Seconds < Lower Is Better AMD Ryzen 9 5950X 16-Core . 10.65 |============================================ Apache Spark 3.3 Row Count: 20000000 - Partitions: 100 - Repartition Test Time Seconds < Lower Is Better AMD Ryzen 9 5950X 16-Core . 9.37 |============================================= Apache Spark 3.3 Row Count: 20000000 - Partitions: 100 - Group By Test Time Seconds < Lower Is Better AMD Ryzen 9 5950X 16-Core . 6.89 |============================================= Apache Spark 3.3 Row Count: 20000000 - Partitions: 100 - Calculate Pi Benchmark Using Dataframe Seconds < Lower Is Better AMD Ryzen 9 5950X 16-Core . 3.83 |============================================= Apache Spark 3.3 Row Count: 20000000 - Partitions: 100 - Calculate Pi Benchmark Seconds < Lower Is Better AMD Ryzen 9 5950X 16-Core . 84.71 |============================================ Apache Spark 3.3 Row Count: 20000000 - Partitions: 100 - SHA-512 Benchmark Time Seconds < Lower Is Better AMD Ryzen 9 5950X 16-Core . 12.67 |============================================ Apache Spark 3.3 Row Count: 20000000 - Partitions: 2000 - Broadcast Inner Join Test Time Seconds < Lower Is Better AMD Ryzen 9 5950X 16-Core . 9.84 |============================================= Apache Spark 3.3 Row Count: 20000000 - Partitions: 2000 - Inner Join Test Time Seconds < Lower Is Better AMD Ryzen 9 5950X 16-Core . 10.55 |============================================ Apache Spark 3.3 Row Count: 20000000 - Partitions: 2000 - Repartition Test Time Seconds < Lower Is Better AMD Ryzen 9 5950X 16-Core . 8.94 |============================================= Apache Spark 3.3 Row Count: 20000000 - Partitions: 2000 - Group By Test Time Seconds < Lower Is Better AMD Ryzen 9 5950X 16-Core . 6.65 |============================================= Apache Spark 3.3 Row Count: 20000000 - Partitions: 2000 - Calculate Pi Benchmark Using Dataframe Seconds < Lower Is Better AMD Ryzen 9 5950X 16-Core . 3.86 |============================================= Apache Spark 3.3 Row Count: 20000000 - Partitions: 2000 - Calculate Pi Benchmark Seconds < Lower Is Better AMD Ryzen 9 5950X 16-Core . 85.05 |============================================ Apache Spark 3.3 Row Count: 20000000 - Partitions: 2000 - SHA-512 Benchmark Time Seconds < Lower Is Better AMD Ryzen 9 5950X 16-Core . 12.43 |============================================ Apache Spark 3.3 Row Count: 20000000 - Partitions: 1000 - Broadcast Inner Join Test Time Seconds < Lower Is Better AMD Ryzen 9 5950X 16-Core . 9.40 |============================================= Apache Spark 3.3 Row Count: 20000000 - Partitions: 1000 - Inner Join Test Time Seconds < Lower Is Better AMD Ryzen 9 5950X 16-Core . 9.95 |============================================= Apache Spark 3.3 Row Count: 20000000 - Partitions: 1000 - Repartition Test Time Seconds < Lower Is Better AMD Ryzen 9 5950X 16-Core . 8.78 |============================================= Apache Spark 3.3 Row Count: 20000000 - Partitions: 1000 - Group By Test Time Seconds < Lower Is Better AMD Ryzen 9 5950X 16-Core . 6.61 |============================================= Apache Spark 3.3 Row Count: 20000000 - Partitions: 1000 - Calculate Pi Benchmark Using Dataframe Seconds < Lower Is Better AMD Ryzen 9 5950X 16-Core . 3.87 |============================================= Apache Spark 3.3 Row Count: 20000000 - Partitions: 1000 - Calculate Pi Benchmark Seconds < Lower Is Better AMD Ryzen 9 5950X 16-Core . 84.63 |============================================ Apache Spark 3.3 Row Count: 20000000 - Partitions: 1000 - SHA-512 Benchmark Time Seconds < Lower Is Better AMD Ryzen 9 5950X 16-Core . 12.32 |============================================ Apache Spark 3.3 Row Count: 10000000 - Partitions: 2000 - Broadcast Inner Join Test Time Seconds < Lower Is Better AMD Ryzen 9 5950X 16-Core . 5.36 |============================================= Apache Spark 3.3 Row Count: 10000000 - Partitions: 2000 - Inner Join Test Time Seconds < Lower Is Better AMD Ryzen 9 5950X 16-Core . 5.84 |============================================= Apache Spark 3.3 Row Count: 10000000 - Partitions: 2000 - Repartition Test Time Seconds < Lower Is Better AMD Ryzen 9 5950X 16-Core . 5.01 |============================================= Apache Spark 3.3 Row Count: 10000000 - Partitions: 2000 - Group By Test Time Seconds < Lower Is Better AMD Ryzen 9 5950X 16-Core . 5.04 |============================================= Apache Spark 3.3 Row Count: 10000000 - Partitions: 2000 - Calculate Pi Benchmark Using Dataframe Seconds < Lower Is Better AMD Ryzen 9 5950X 16-Core . 3.81 |============================================= Apache Spark 3.3 Row Count: 10000000 - Partitions: 2000 - Calculate Pi Benchmark Seconds < Lower Is Better AMD Ryzen 9 5950X 16-Core . 84.51 |============================================ Apache Spark 3.3 Row Count: 10000000 - Partitions: 2000 - SHA-512 Benchmark Time Seconds < Lower Is Better AMD Ryzen 9 5950X 16-Core . 7.55 |============================================= Apache Spark 3.3 Row Count: 20000000 - Partitions: 500 - Broadcast Inner Join Test Time Seconds < Lower Is Better AMD Ryzen 9 5950X 16-Core . 8.52 |============================================= Apache Spark 3.3 Row Count: 20000000 - Partitions: 500 - Inner Join Test Time Seconds < Lower Is Better AMD Ryzen 9 5950X 16-Core . 9.45 |============================================= Apache Spark 3.3 Row Count: 20000000 - Partitions: 500 - Repartition Test Time Seconds < Lower Is Better AMD Ryzen 9 5950X 16-Core . 8.47 |============================================= Apache Spark 3.3 Row Count: 20000000 - Partitions: 500 - Group By Test Time Seconds < Lower Is Better AMD Ryzen 9 5950X 16-Core . 5.88 |============================================= Apache Spark 3.3 Row Count: 20000000 - Partitions: 500 - Calculate Pi Benchmark Using Dataframe Seconds < Lower Is Better AMD Ryzen 9 5950X 16-Core . 3.83 |============================================= Apache Spark 3.3 Row Count: 20000000 - Partitions: 500 - Calculate Pi Benchmark Seconds < Lower Is Better AMD Ryzen 9 5950X 16-Core . 85.22 |============================================ Apache Spark 3.3 Row Count: 20000000 - Partitions: 500 - SHA-512 Benchmark Time Seconds < Lower Is Better AMD Ryzen 9 5950X 16-Core . 11.25 |============================================ Apache Spark 3.3 Row Count: 10000000 - Partitions: 1000 - Broadcast Inner Join Test Time Seconds < Lower Is Better AMD Ryzen 9 5950X 16-Core . 5.39 |============================================= Apache Spark 3.3 Row Count: 10000000 - Partitions: 1000 - Inner Join Test Time Seconds < Lower Is Better AMD Ryzen 9 5950X 16-Core . 5.44 |============================================= Apache Spark 3.3 Row Count: 10000000 - Partitions: 1000 - Repartition Test Time Seconds < Lower Is Better AMD Ryzen 9 5950X 16-Core . 4.78 |============================================= Apache Spark 3.3 Row Count: 10000000 - Partitions: 1000 - Group By Test Time Seconds < Lower Is Better AMD Ryzen 9 5950X 16-Core . 4.83 |============================================= Apache Spark 3.3 Row Count: 10000000 - Partitions: 1000 - Calculate Pi Benchmark Using Dataframe Seconds < Lower Is Better AMD Ryzen 9 5950X 16-Core . 3.86 |============================================= Apache Spark 3.3 Row Count: 10000000 - Partitions: 1000 - Calculate Pi Benchmark Seconds < Lower Is Better AMD Ryzen 9 5950X 16-Core . 84.20 |============================================ Apache Spark 3.3 Row Count: 10000000 - Partitions: 1000 - SHA-512 Benchmark Time Seconds < Lower Is Better AMD Ryzen 9 5950X 16-Core . 7.57 |============================================= Apache Spark 3.3 Row Count: 10000000 - Partitions: 100 - Broadcast Inner Join Test Time Seconds < Lower Is Better AMD Ryzen 9 5950X 16-Core . 5.19 |============================================= Apache Spark 3.3 Row Count: 10000000 - Partitions: 100 - Inner Join Test Time Seconds < Lower Is Better AMD Ryzen 9 5950X 16-Core . 5.37 |============================================= Apache Spark 3.3 Row Count: 10000000 - Partitions: 100 - Repartition Test Time Seconds < Lower Is Better AMD Ryzen 9 5950X 16-Core . 4.81 |============================================= Apache Spark 3.3 Row Count: 10000000 - Partitions: 100 - Group By Test Time Seconds < Lower Is Better AMD Ryzen 9 5950X 16-Core . 4.86 |============================================= Apache Spark 3.3 Row Count: 10000000 - Partitions: 100 - Calculate Pi Benchmark Using Dataframe Seconds < Lower Is Better AMD Ryzen 9 5950X 16-Core . 3.88 |============================================= Apache Spark 3.3 Row Count: 10000000 - Partitions: 100 - Calculate Pi Benchmark Seconds < Lower Is Better AMD Ryzen 9 5950X 16-Core . 84.32 |============================================ Apache Spark 3.3 Row Count: 10000000 - Partitions: 100 - SHA-512 Benchmark Time Seconds < Lower Is Better AMD Ryzen 9 5950X 16-Core . 7.04 |============================================= Apache Spark 3.3 Row Count: 1000000 - Partitions: 2000 - Broadcast Inner Join Test Time Seconds < Lower Is Better AMD Ryzen 9 5950X 16-Core . 1.48 |============================================= Apache Spark 3.3 Row Count: 1000000 - Partitions: 2000 - Inner Join Test Time Seconds < Lower Is Better AMD Ryzen 9 5950X 16-Core . 1.81 |============================================= Apache Spark 3.3 Row Count: 1000000 - Partitions: 2000 - Repartition Test Time Seconds < Lower Is Better AMD Ryzen 9 5950X 16-Core . 1.74 |============================================= Apache Spark 3.3 Row Count: 1000000 - Partitions: 2000 - Group By Test Time Seconds < Lower Is Better AMD Ryzen 9 5950X 16-Core . 3.11 |============================================= Apache Spark 3.3 Row Count: 1000000 - Partitions: 2000 - Calculate Pi Benchmark Using Dataframe Seconds < Lower Is Better AMD Ryzen 9 5950X 16-Core . 3.86 |============================================= Apache Spark 3.3 Row Count: 1000000 - Partitions: 2000 - Calculate Pi Benchmark Seconds < Lower Is Better AMD Ryzen 9 5950X 16-Core . 84.45 |============================================ Apache Spark 3.3 Row Count: 1000000 - Partitions: 2000 - SHA-512 Benchmark Time Seconds < Lower Is Better AMD Ryzen 9 5950X 16-Core . 2.52 |============================================= Apache Spark 3.3 Row Count: 1000000 - Partitions: 500 - Broadcast Inner Join Test Time Seconds < Lower Is Better AMD Ryzen 9 5950X 16-Core . 0.93 |============================================= Apache Spark 3.3 Row Count: 1000000 - Partitions: 500 - Inner Join Test Time Seconds < Lower Is Better AMD Ryzen 9 5950X 16-Core . 1.20 |============================================= Apache Spark 3.3 Row Count: 1000000 - Partitions: 500 - Repartition Test Time Seconds < Lower Is Better AMD Ryzen 9 5950X 16-Core . 1.38 |============================================= Apache Spark 3.3 Row Count: 1000000 - Partitions: 500 - Group By Test Time Seconds < Lower Is Better AMD Ryzen 9 5950X 16-Core . 2.71 |============================================= Apache Spark 3.3 Row Count: 1000000 - Partitions: 500 - Calculate Pi Benchmark Using Dataframe Seconds < Lower Is Better AMD Ryzen 9 5950X 16-Core . 3.61 |============================================= Apache Spark 3.3 Row Count: 1000000 - Partitions: 500 - Calculate Pi Benchmark Seconds < Lower Is Better AMD Ryzen 9 5950X 16-Core . 84.55 |============================================ Apache Spark 3.3 Row Count: 1000000 - Partitions: 500 - SHA-512 Benchmark Time Seconds < Lower Is Better AMD Ryzen 9 5950X 16-Core . 2.25 |============================================= Apache Spark 3.3 Row Count: 1000000 - Partitions: 1000 - Broadcast Inner Join Test Time Seconds < Lower Is Better AMD Ryzen 9 5950X 16-Core . 1.04 |============================================= Apache Spark 3.3 Row Count: 1000000 - Partitions: 1000 - Inner Join Test Time Seconds < Lower Is Better AMD Ryzen 9 5950X 16-Core . 1.28 |============================================= Apache Spark 3.3 Row Count: 1000000 - Partitions: 1000 - Repartition Test Time Seconds < Lower Is Better AMD Ryzen 9 5950X 16-Core . 1.48 |============================================= Apache Spark 3.3 Row Count: 1000000 - Partitions: 1000 - Group By Test Time Seconds < Lower Is Better AMD Ryzen 9 5950X 16-Core . 2.64 |============================================= Apache Spark 3.3 Row Count: 1000000 - Partitions: 1000 - Calculate Pi Benchmark Using Dataframe Seconds < Lower Is Better AMD Ryzen 9 5950X 16-Core . 3.82 |============================================= Apache Spark 3.3 Row Count: 1000000 - Partitions: 1000 - Calculate Pi Benchmark Seconds < Lower Is Better AMD Ryzen 9 5950X 16-Core . 83.96 |============================================ Apache Spark 3.3 Row Count: 1000000 - Partitions: 1000 - SHA-512 Benchmark Time Seconds < Lower Is Better AMD Ryzen 9 5950X 16-Core . 2.22 |============================================= Apache Spark 3.3 Row Count: 1000000 - Partitions: 100 - Broadcast Inner Join Test Time Seconds < Lower Is Better AMD Ryzen 9 5950X 16-Core . 0.85 |============================================= Apache Spark 3.3 Row Count: 1000000 - Partitions: 100 - Inner Join Test Time Seconds < Lower Is Better AMD Ryzen 9 5950X 16-Core . 1.13 |============================================= Apache Spark 3.3 Row Count: 1000000 - Partitions: 100 - Repartition Test Time Seconds < Lower Is Better AMD Ryzen 9 5950X 16-Core . 1.43 |============================================= Apache Spark 3.3 Row Count: 1000000 - Partitions: 100 - Group By Test Time Seconds < Lower Is Better AMD Ryzen 9 5950X 16-Core . 2.91 |============================================= Apache Spark 3.3 Row Count: 1000000 - Partitions: 100 - Calculate Pi Benchmark Using Dataframe Seconds < Lower Is Better AMD Ryzen 9 5950X 16-Core . 3.600410802 |====================================== Apache Spark 3.3 Row Count: 1000000 - Partitions: 100 - Calculate Pi Benchmark Seconds < Lower Is Better AMD Ryzen 9 5950X 16-Core . 83.92 |============================================ Apache Spark 3.3 Row Count: 1000000 - Partitions: 100 - SHA-512 Benchmark Time Seconds < Lower Is Better AMD Ryzen 9 5950X 16-Core . 2.20 |============================================= Sysbench 1.0.20 Test: CPU Events Per Second > Higher Is Better AMD Ryzen 9 5950X 16-Core . 92546.89 |========================================= AOM AV1 3.5 Encoder Mode: Speed 4 Two-Pass - Input: Bosphorus 4K Frames Per Second > Higher Is Better AMD Ryzen 9 5950X 16-Core . 11.09 |============================================ AOM AV1 3.5 Encoder Mode: Speed 0 Two-Pass - Input: Bosphorus 4K Frames Per Second > Higher Is Better AMD Ryzen 9 5950X 16-Core . 0.35 |============================================= Timed Linux Kernel Compilation 5.18 Build: defconfig Seconds < Lower Is Better AMD Ryzen 9 5950X 16-Core . 43.33 |============================================ AOM AV1 3.5 Encoder Mode: Speed 6 Two-Pass - Input: Bosphorus 4K Frames Per Second > Higher Is Better AMD Ryzen 9 5950X 16-Core . 19.25 |============================================ AOM AV1 3.5 Encoder Mode: Speed 4 Two-Pass - Input: Bosphorus 1080p Frames Per Second > Higher Is Better AMD Ryzen 9 5950X 16-Core . 22.05 |============================================ AOM AV1 3.5 Encoder Mode: Speed 0 Two-Pass - Input: Bosphorus 1080p Frames Per Second > Higher Is Better AMD Ryzen 9 5950X 16-Core . 1.06 |============================================= AOM AV1 3.5 Encoder Mode: Speed 6 Two-Pass - Input: Bosphorus 1080p Frames Per Second > Higher Is Better AMD Ryzen 9 5950X 16-Core . 47.32 |============================================ C-Blosc 2.3 Test: blosclz bitshuffle MB/s > Higher Is Better AMD Ryzen 9 5950X 16-Core . 16632.8 |========================================== Sysbench 1.0.20 Test: RAM / Memory MiB/sec > Higher Is Better AMD Ryzen 9 5950X 16-Core . 14883.63 |========================================= C-Blosc 2.3 Test: blosclz shuffle MB/s > Higher Is Better AMD Ryzen 9 5950X 16-Core . 28158.6 |========================================== FFmpeg 4.0.2 H.264 HD To NTSC DV Seconds < Lower Is Better AMD Ryzen 9 5950X 16-Core . 4.222 |============================================