Servers Intel Xeon E3-1275 v6 testing with a ASUS P10S-M WS (4401 BIOS) and Intel HD P630 3GB on Ubuntu 19.10 via the Phoronix Test Suite. Intel Xeon E3-1275 v6: Processor: Intel Xeon E3-1275 v6 @ 4.20GHz (4 Cores / 8 Threads), Motherboard: ASUS P10S-M WS (4401 BIOS), Chipset: Intel Xeon E3-1200 v6/7th, Memory: 16384MB, Disk: Samsung SSD 970 EVO Plus 500GB, Graphics: Intel HD P630 3GB (1150MHz), Audio: Realtek ALC1150, Monitor: VA2431, Network: 2 x Intel I210 OS: Ubuntu 19.10, Kernel: 5.3.0-13-generic (x86_64), Desktop: GNOME Shell 3.34.0, Display Server: X Server 1.20.5, Display Driver: modesetting 1.20.5, OpenGL: 4.5 Mesa 19.1.6, Compiler: GCC 9.2.1 20190909, File-System: ext4, Screen Resolution: 1920x1080 MKL-DNN DNNL 1.1 Harness: IP Batch 1D - Data Type: f32 ms < Lower Is Better Intel Xeon E3-1275 v6 . 8.45 |================================================= MKL-DNN DNNL 1.1 Harness: IP Batch All - Data Type: f32 ms < Lower Is Better Intel Xeon E3-1275 v6 . 32.12 |================================================ MKL-DNN DNNL 1.1 Harness: IP Batch 1D - Data Type: u8s8f32 ms < Lower Is Better Intel Xeon E3-1275 v6 . 74.18 |================================================ MKL-DNN DNNL 1.1 Harness: IP Batch All - Data Type: u8s8f32 ms < Lower Is Better Intel Xeon E3-1275 v6 . 468.82 |=============================================== MKL-DNN DNNL 1.1 Harness: Convolution Batch conv_3d - Data Type: f32 ms < Lower Is Better Intel Xeon E3-1275 v6 . 35.61 |================================================ MKL-DNN DNNL 1.1 Harness: Convolution Batch conv_all - Data Type: f32 ms < Lower Is Better Intel Xeon E3-1275 v6 . 5388.92 |============================================== MKL-DNN DNNL 1.1 Harness: Convolution Batch conv_3d - Data Type: u8s8f32 ms < Lower Is Better Intel Xeon E3-1275 v6 . 23448.50 |============================================= MKL-DNN DNNL 1.1 Harness: Deconvolution Batch deconv_1d - Data Type: f32 ms < Lower Is Better Intel Xeon E3-1275 v6 . 11.14 |================================================ MKL-DNN DNNL 1.1 Harness: Deconvolution Batch deconv_3d - Data Type: f32 ms < Lower Is Better Intel Xeon E3-1275 v6 . 12.86 |================================================ MKL-DNN DNNL 1.1 Harness: Convolution Batch conv_alexnet - Data Type: f32 ms < Lower Is Better Intel Xeon E3-1275 v6 . 705.36 |=============================================== MKL-DNN DNNL 1.1 Harness: Convolution Batch conv_all - Data Type: u8s8f32 ms < Lower Is Better Intel Xeon E3-1275 v6 . 76500.43 |============================================= MKL-DNN DNNL 1.1 Harness: Deconvolution Batch deconv_all - Data Type: f32 ms < Lower Is Better Intel Xeon E3-1275 v6 . 4730.99 |============================================== MKL-DNN DNNL 1.1 Harness: Deconvolution Batch deconv_1d - Data Type: u8s8f32 ms < Lower Is Better Intel Xeon E3-1275 v6 . 9821.97 |============================================== MKL-DNN DNNL 1.1 Harness: Deconvolution Batch deconv_3d - Data Type: u8s8f32 ms < Lower Is Better Intel Xeon E3-1275 v6 . 17612.43 |============================================= MKL-DNN DNNL 1.1 Harness: Recurrent Neural Network Training - Data Type: f32 ms < Lower Is Better Intel Xeon E3-1275 v6 . 477.15 |=============================================== MKL-DNN DNNL 1.1 Harness: Convolution Batch conv_alexnet - Data Type: u8s8f32 ms < Lower Is Better Intel Xeon E3-1275 v6 . 6061.34 |============================================== MKL-DNN DNNL 1.1 Harness: Convolution Batch conv_googlenet_v3 - Data Type: f32 ms < Lower Is Better Intel Xeon E3-1275 v6 . 300.79 |=============================================== MKL-DNN DNNL 1.1 Harness: Convolution Batch conv_googlenet_v3 - Data Type: u8s8f32 ms < Lower Is Better Intel Xeon E3-1275 v6 . 3862.08 |============================================== PostgreSQL pgbench 12.0 Scaling: On-Disk - Test: Normal Load - Mode: Read Only TPS > Higher Is Better Intel Xeon E3-1275 v6 . 44792.49 |============================================= PostgreSQL pgbench 12.0 Scaling: On-Disk - Test: Normal Load - Mode: Read Write TPS > Higher Is Better Intel Xeon E3-1275 v6 . 1554.38 |============================================== PostgreSQL pgbench 12.0 Scaling: On-Disk - Test: Single Thread - Mode: Read Only TPS > Higher Is Better Intel Xeon E3-1275 v6 . 3218.53 |============================================== PostgreSQL pgbench 12.0 Scaling: Mostly RAM - Test: Normal Load - Mode: Read Only TPS > Higher Is Better Intel Xeon E3-1275 v6 . 64441.89 |============================================= PostgreSQL pgbench 12.0 Scaling: On-Disk - Test: Single Thread - Mode: Read Write TPS > Higher Is Better Intel Xeon E3-1275 v6 . 245.51 |=============================================== PostgreSQL pgbench 12.0 Scaling: Buffer Test - Test: Normal Load - Mode: Read Only TPS > Higher Is Better Intel Xeon E3-1275 v6 . 114251.16 |============================================ PostgreSQL pgbench 12.0 Scaling: Mostly RAM - Test: Normal Load - Mode: Read Write TPS > Higher Is Better Intel Xeon E3-1275 v6 . 1711.39 |============================================== PostgreSQL pgbench 12.0 Scaling: Buffer Test - Test: Normal Load - Mode: Read Write TPS > Higher Is Better Intel Xeon E3-1275 v6 . 4439.25 |============================================== PostgreSQL pgbench 12.0 Scaling: Mostly RAM - Test: Single Thread - Mode: Read Only TPS > Higher Is Better Intel Xeon E3-1275 v6 . 7500.52 |============================================== PostgreSQL pgbench 12.0 Scaling: On-Disk - Test: Heavy Contention - Mode: Read Only TPS > Higher Is Better Intel Xeon E3-1275 v6 . 65817.73 |============================================= PostgreSQL pgbench 12.0 Scaling: Buffer Test - Test: Single Thread - Mode: Read Only TPS > Higher Is Better Intel Xeon E3-1275 v6 . 24399.33 |============================================= PostgreSQL pgbench 12.0 Scaling: Mostly RAM - Test: Single Thread - Mode: Read Write TPS > Higher Is Better Intel Xeon E3-1275 v6 . 260.73 |=============================================== PostgreSQL pgbench 12.0 Scaling: On-Disk - Test: Heavy Contention - Mode: Read Write TPS > Higher Is Better Intel Xeon E3-1275 v6 . 3560.36 |============================================== PostgreSQL pgbench 12.0 Scaling: Buffer Test - Test: Single Thread - Mode: Read Write TPS > Higher Is Better Intel Xeon E3-1275 v6 . 542.32 |=============================================== PostgreSQL pgbench 12.0 Scaling: Mostly RAM - Test: Heavy Contention - Mode: Read Only TPS > Higher Is Better Intel Xeon E3-1275 v6 . 80234.10 |============================================= PostgreSQL pgbench 12.0 Scaling: Buffer Test - Test: Heavy Contention - Mode: Read Only TPS > Higher Is Better Intel Xeon E3-1275 v6 . 118997.92 |============================================ PostgreSQL pgbench 12.0 Scaling: Mostly RAM - Test: Heavy Contention - Mode: Read Write TPS > Higher Is Better Intel Xeon E3-1275 v6 . 4018.28 |============================================== PostgreSQL pgbench 12.0 Scaling: Buffer Test - Test: Heavy Contention - Mode: Read Write TPS > Higher Is Better Intel Xeon E3-1275 v6 . 7234.35 |==============================================