NKL DNN UPDATED Intel Core i7-8086K testing with a ASUS PRIME Z370-A (1802 BIOS) and Intel UHD 630 3GB on Ubuntu 18.10 via the Phoronix Test Suite. Intel Core i7-8086K: Processor: Intel Core i7-8086K @ 5.00GHz (6 Cores / 12 Threads), Motherboard: ASUS PRIME Z370-A (1802 BIOS), Chipset: Intel 8th Gen Core, Memory: 8192MB, Disk: 118GB INTEL SSDPEK1W120GA, Graphics: Intel UHD 630 3GB (1200MHz), Audio: Realtek ALC1220, Monitor: DELL P2415Q, Network: Intel I219-V OS: Ubuntu 18.10, Kernel: 4.18.0-17-generic (x86_64), Desktop: GNOME Shell 3.30.2, Display Server: X Server 1.20.1, Display Driver: modesetting 1.20.1, OpenGL: 4.5 Mesa 18.2.2, Vulkan: 1.1.80, Compiler: GCC 8.2.0, File-System: ext4, Screen Resolution: 3840x2160 MKL-DNN 2019-04-16 Harness: IP Batch 1D - Data Type: f32 ms < Lower Is Better Intel Core i7-8086K . 10.12 |================================================== MKL-DNN 2019-04-16 Harness: IP Batch All - Data Type: f32 ms < Lower Is Better Intel Core i7-8086K . 139.89 |================================================= MKL-DNN 2019-04-16 Harness: IP Batch 1D - Data Type: u8s8u8s32 ms < Lower Is Better Intel Core i7-8086K . 6.43 |=================================================== MKL-DNN 2019-04-16 Harness: IP Batch 1D - Data Type: u8s8f32s32 ms < Lower Is Better Intel Core i7-8086K . 6.43 |=================================================== MKL-DNN 2019-04-16 Harness: IP Batch All - Data Type: u8s8u8s32 ms < Lower Is Better Intel Core i7-8086K . 77.92 |================================================== MKL-DNN 2019-04-16 Harness: IP Batch All - Data Type: u8s8f32s32 ms < Lower Is Better Intel Core i7-8086K . 76.93 |================================================== MKL-DNN 2019-04-16 Harness: Convolution Batch conv_3d - Data Type: f32 ms < Lower Is Better Intel Core i7-8086K . 25.32 |================================================== MKL-DNN 2019-04-16 Harness: Convolution Batch conv_all - Data Type: f32 ms < Lower Is Better Intel Core i7-8086K . 3419.20 |================================================ MKL-DNN 2019-04-16 Harness: Deconvolution Batch deconv_1d - Data Type: f32 ms < Lower Is Better Intel Core i7-8086K . 6.99 |=================================================== MKL-DNN 2019-04-16 Harness: Deconvolution Batch deconv_3d - Data Type: f32 ms < Lower Is Better Intel Core i7-8086K . 8.75 |=================================================== MKL-DNN 2019-04-16 Harness: Convolution Batch conv_alexnet - Data Type: f32 ms < Lower Is Better Intel Core i7-8086K . 447.67 |================================================= MKL-DNN 2019-04-16 Harness: Deconvolution Batch deconv_all - Data Type: f32 ms < Lower Is Better Intel Core i7-8086K . 4061.01 |================================================ MKL-DNN 2019-04-16 Harness: Convolution Batch conv_3d - Data Type: u8s8u8s32 ms < Lower Is Better Intel Core i7-8086K . 23974.07 |=============================================== MKL-DNN 2019-04-16 Harness: Convolution Batch conv_3d - Data Type: u8s8f32s32 ms < Lower Is Better Intel Core i7-8086K . 23972.13 |=============================================== MKL-DNN 2019-04-16 Harness: Convolution Batch conv_all - Data Type: u8s8u8s32 ms < Lower Is Better Intel Core i7-8086K . 26742.97 |=============================================== MKL-DNN 2019-04-16 Harness: Convolution Batch conv_all - Data Type: u8s8f32s32 ms < Lower Is Better Intel Core i7-8086K . 26346.83 |=============================================== MKL-DNN 2019-04-16 Harness: Convolution Batch conv_googlenet_v3 - Data Type: f32 ms < Lower Is Better Intel Core i7-8086K . 191.66 |================================================= MKL-DNN 2019-04-16 Harness: Deconvolution Batch deconv_1d - Data Type: u8s8u8s32 ms < Lower Is Better Intel Core i7-8086K . 8431.36 |================================================ MKL-DNN 2019-04-16 Harness: Deconvolution Batch deconv_3d - Data Type: u8s8u8s32 ms < Lower Is Better Intel Core i7-8086K . 13754.17 |=============================================== MKL-DNN 2019-04-16 Harness: Convolution Batch conv_alexnet - Data Type: u8s8u8s32 ms < Lower Is Better Intel Core i7-8086K . 978.27 |================================================= MKL-DNN 2019-04-16 Harness: Deconvolution Batch deconv_1d - Data Type: u8s8f32s32 ms < Lower Is Better Intel Core i7-8086K . 8238.11 |================================================ MKL-DNN 2019-04-16 Harness: Deconvolution Batch deconv_3d - Data Type: u8s8f32s32 ms < Lower Is Better Intel Core i7-8086K . 13484.60 |=============================================== MKL-DNN 2019-04-16 Harness: Deconvolution Batch deconv_all - Data Type: u8s8u8s32 ms < Lower Is Better Intel Core i7-8086K . 25675 |================================================== MKL-DNN 2019-04-16 Harness: Convolution Batch conv_alexnet - Data Type: u8s8f32s32 ms < Lower Is Better Intel Core i7-8086K . 934.86 |================================================= MKL-DNN 2019-04-16 Harness: Convolution Batch conv_googlenet_v3 - Data Type: u8s8u8s32 ms < Lower Is Better Intel Core i7-8086K . 446.32 |================================================= MKL-DNN 2019-04-16 Harness: Convolution Batch conv_googlenet_v3 - Data Type: u8s8f32s32 ms < Lower Is Better Intel Core i7-8086K . 422.18 |=================================================