xeon fri Intel Xeon E-2288G testing with a Compulab SBC-ATCFL v1.2 (ATOP3.PRD.0.29.2 BIOS) and NVIDIA Quadro RTX 4000 8GB on Ubuntu 20.10 via the Phoronix Test Suite. 1: Processor: Intel Xeon E-2288G @ 5.00GHz (8 Cores / 16 Threads), Motherboard: Compulab SBC-ATCFL v1.2 (ATOP3.PRD.0.29.2 BIOS), Chipset: Intel Cannon Lake PCH, Memory: 2 x 32 GB DDR4-2667MT/s Samsung M378A4G43MB1-CTD, Disk: Samsung SSD 970 EVO Plus 250GB, Graphics: NVIDIA Quadro RTX 4000 8GB, Audio: Intel Cannon Lake PCH cAVS, Network: Intel I219-LM + Intel I210 OS: Ubuntu 20.10, Kernel: 5.8.0-41-generic (x86_64), Desktop: GNOME Shell 3.38.2, Display Server: X Server 1.20.9, Display Driver: NVIDIA, OpenCL: OpenCL 1.2 CUDA 11.2.109, Vulkan: 1.2.155, Compiler: GCC 12.0.0 20211014, File-System: ext4, Screen Resolution: 1920x1080 2: Processor: Intel Xeon E-2288G @ 5.00GHz (8 Cores / 16 Threads), Motherboard: Compulab SBC-ATCFL v1.2 (ATOP3.PRD.0.29.2 BIOS), Chipset: Intel Cannon Lake PCH, Memory: 2 x 32 GB DDR4-2667MT/s Samsung M378A4G43MB1-CTD, Disk: Samsung SSD 970 EVO Plus 250GB, Graphics: NVIDIA Quadro RTX 4000 8GB, Audio: Intel Cannon Lake PCH cAVS, Network: Intel I219-LM + Intel I210 OS: Ubuntu 20.10, Kernel: 5.8.0-41-generic (x86_64), Desktop: GNOME Shell 3.38.2, Display Server: X Server 1.20.9, Display Driver: NVIDIA, OpenCL: OpenCL 1.2 CUDA 11.2.109, Vulkan: 1.2.155, Compiler: GCC 12.0.0 20211014, File-System: ext4, Screen Resolution: 1920x1080 3: Processor: Intel Xeon E-2288G @ 5.00GHz (8 Cores / 16 Threads), Motherboard: Compulab SBC-ATCFL v1.2 (ATOP3.PRD.0.29.2 BIOS), Chipset: Intel Cannon Lake PCH, Memory: 2 x 32 GB DDR4-2667MT/s Samsung M378A4G43MB1-CTD, Disk: Samsung SSD 970 EVO Plus 250GB, Graphics: NVIDIA Quadro RTX 4000 8GB, Audio: Intel Cannon Lake PCH cAVS, Network: Intel I219-LM + Intel I210 OS: Ubuntu 20.10, Kernel: 5.8.0-41-generic (x86_64), Desktop: GNOME Shell 3.38.2, Display Server: X Server 1.20.9, Display Driver: NVIDIA, OpenCL: OpenCL 1.2 CUDA 11.2.109, Vulkan: 1.2.155, Compiler: GCC 12.0.0 20211014, File-System: ext4, Screen Resolution: 1920x1080 NAS Parallel Benchmarks 3.4 Test / Class: BT.C Total Mop/s > Higher Is Better 1 . 18429.86 |================================================================= 2 . 18286.89 |================================================================ 3 . 18403.74 |================================================================= NAS Parallel Benchmarks 3.4 Test / Class: CG.C Total Mop/s > Higher Is Better 1 . 4884.57 |================================================================== 2 . 4861.91 |================================================================== 3 . 4887.86 |================================================================== NAS Parallel Benchmarks 3.4 Test / Class: EP.C Total Mop/s > Higher Is Better 1 . 1230.81 |============================================================= 2 . 1290.82 |================================================================ 3 . 1326.24 |================================================================== NAS Parallel Benchmarks 3.4 Test / Class: EP.D Total Mop/s > Higher Is Better 1 . 1179.66 |================================================================= 2 . 1193.97 |================================================================== 3 . 1200.72 |================================================================== NAS Parallel Benchmarks 3.4 Test / Class: FT.C Total Mop/s > Higher Is Better 1 . 13020.87 |================================================================= 2 . 12946.22 |================================================================= 3 . 12954.47 |================================================================= NAS Parallel Benchmarks 3.4 Test / Class: IS.D Total Mop/s > Higher Is Better 1 . 816.14 |=================================================================== 2 . 815.97 |=================================================================== 3 . 816.23 |=================================================================== NAS Parallel Benchmarks 3.4 Test / Class: LU.C Total Mop/s > Higher Is Better 1 . 25001.38 |================================================================= 2 . 24805.87 |================================================================ 3 . 24846.42 |================================================================= NAS Parallel Benchmarks 3.4 Test / Class: MG.C Total Mop/s > Higher Is Better 1 . 10324.55 |================================================================= 2 . 10241.44 |================================================================ 3 . 10234.74 |================================================================ NAS Parallel Benchmarks 3.4 Test / Class: SP.B Total Mop/s > Higher Is Better 1 . 5803.49 |================================================================== 2 . 5797.37 |================================================================== 3 . 5798.53 |================================================================== NAS Parallel Benchmarks 3.4 Test / Class: SP.C Total Mop/s > Higher Is Better 1 . 5770.12 |================================================================== 2 . 5769.03 |================================================================== 3 . 5764.40 |================================================================== Zstd Compression Compression Level: 3 - Compression Speed MB/s > Higher Is Better 1 . 2384.9 |=================================================================== 2 . 2336.2 |================================================================== 3 . 2341.0 |================================================================== Zstd Compression Compression Level: 3 - Decompression Speed MB/s > Higher Is Better 1 . 3952.7 |=================================================================== 2 . 3959.0 |=================================================================== 3 . 3944.9 |=================================================================== Zstd Compression Compression Level: 8 - Compression Speed MB/s > Higher Is Better 1 . 289.3 |==================================================================== 2 . 289.4 |==================================================================== 3 . 291.0 |==================================================================== Zstd Compression Compression Level: 8 - Decompression Speed MB/s > Higher Is Better 1 . 4065.7 |=================================================================== 2 . 4042.3 |=================================================================== 3 . 4059.1 |=================================================================== Zstd Compression Compression Level: 19 - Compression Speed MB/s > Higher Is Better 1 . 30.9 |==================================================================== 2 . 31.4 |===================================================================== 3 . 31.2 |===================================================================== Zstd Compression Compression Level: 19 - Decompression Speed MB/s > Higher Is Better 1 . 3639.2 |================================================================== 2 . 3677.1 |=================================================================== 3 . 3648.8 |================================================================== Zstd Compression Compression Level: 3, Long Mode - Compression Speed MB/s > Higher Is Better 1 . 411.9 |==================================================================== 2 . 410.3 |==================================================================== 3 . 412.9 |==================================================================== Zstd Compression Compression Level: 3, Long Mode - Decompression Speed MB/s > Higher Is Better 1 . 4134.1 |=================================================================== 2 . 4135.9 |=================================================================== 3 . 4138.8 |=================================================================== Zstd Compression Compression Level: 8, Long Mode - Compression Speed MB/s > Higher Is Better 1 . 323.4 |=================================================================== 2 . 327.2 |==================================================================== 3 . 327.9 |==================================================================== Zstd Compression Compression Level: 8, Long Mode - Decompression Speed MB/s > Higher Is Better 1 . 4326.2 |=================================================================== 2 . 4311.9 |=================================================================== 3 . 4328.1 |=================================================================== Zstd Compression Compression Level: 19, Long Mode - Compression Speed MB/s > Higher Is Better 1 . 13.2 |===================================================================== 2 . 13.2 |===================================================================== 3 . 13.2 |===================================================================== Zstd Compression Compression Level: 19, Long Mode - Decompression Speed MB/s > Higher Is Better 1 . 3669.3 |=================================================================== 2 . 3659.8 |=================================================================== 3 . 3651.5 |=================================================================== AOM AV1 3.2 Encoder Mode: Speed 0 Two-Pass - Input: Bosphorus 4K Frames Per Second > Higher Is Better 1 . 0.09 |===================================================================== 2 . 0.09 |===================================================================== 3 . 0.09 |===================================================================== AOM AV1 3.2 Encoder Mode: Speed 4 Two-Pass - Input: Bosphorus 4K Frames Per Second > Higher Is Better 1 . 2.06 |===================================================================== 2 . 2.04 |==================================================================== 3 . 2.04 |==================================================================== AOM AV1 3.2 Encoder Mode: Speed 6 Realtime - Input: Bosphorus 4K Frames Per Second > Higher Is Better 1 . 8.76 |===================================================================== 2 . 8.45 |=================================================================== 3 . 8.51 |=================================================================== AOM AV1 3.2 Encoder Mode: Speed 6 Two-Pass - Input: Bosphorus 4K Frames Per Second > Higher Is Better 1 . 6.61 |===================================================================== 2 . 6.60 |===================================================================== 3 . 6.59 |===================================================================== AOM AV1 3.2 Encoder Mode: Speed 8 Realtime - Input: Bosphorus 4K Frames Per Second > Higher Is Better 1 . 37.54 |==================================================================== 2 . 35.77 |================================================================= 3 . 36.10 |================================================================= AOM AV1 3.2 Encoder Mode: Speed 9 Realtime - Input: Bosphorus 4K Frames Per Second > Higher Is Better 1 . 50.23 |==================================================================== 2 . 49.89 |==================================================================== 3 . 50.00 |==================================================================== AOM AV1 3.2 Encoder Mode: Speed 10 Realtime - Input: Bosphorus 4K Frames Per Second > Higher Is Better 1 . 55.13 |=================================================================== 2 . 55.63 |==================================================================== 3 . 55.64 |==================================================================== AOM AV1 3.2 Encoder Mode: Speed 0 Two-Pass - Input: Bosphorus 1080p Frames Per Second > Higher Is Better 1 . 0.23 |===================================================================== 2 . 0.22 |================================================================== 3 . 0.22 |================================================================== AOM AV1 3.2 Encoder Mode: Speed 4 Two-Pass - Input: Bosphorus 1080p Frames Per Second > Higher Is Better 1 . 5.77 |===================================================================== 2 . 5.72 |==================================================================== 3 . 5.69 |==================================================================== AOM AV1 3.2 Encoder Mode: Speed 6 Realtime - Input: Bosphorus 1080p Frames Per Second > Higher Is Better 1 . 9.66 |===================================================================== 2 . 9.50 |==================================================================== 3 . 9.46 |==================================================================== AOM AV1 3.2 Encoder Mode: Speed 6 Two-Pass - Input: Bosphorus 1080p Frames Per Second > Higher Is Better 1 . 21.77 |==================================================================== 2 . 20.61 |================================================================ 3 . 20.48 |================================================================ AOM AV1 3.2 Encoder Mode: Speed 8 Realtime - Input: Bosphorus 1080p Frames Per Second > Higher Is Better 1 . 114.09 |=================================================================== 2 . 113.56 |=================================================================== 3 . 112.35 |================================================================== AOM AV1 3.2 Encoder Mode: Speed 9 Realtime - Input: Bosphorus 1080p Frames Per Second > Higher Is Better 1 . 136.29 |================================================================== 2 . 138.25 |=================================================================== 3 . 136.66 |================================================================== AOM AV1 3.2 Encoder Mode: Speed 10 Realtime - Input: Bosphorus 1080p Frames Per Second > Higher Is Better 1 . 149.73 |=================================================================== 2 . 149.25 |=================================================================== 3 . 146.88 |================================================================== OpenCV 4.5.4 Test: Features 2D ms < Lower Is Better OpenCV 4.5.4 Test: Object Detection ms < Lower Is Better OpenCV 4.5.4 Test: DNN - Deep Neural Network ms < Lower Is Better