mkl-dnn cxl 2 x Intel Xeon Platinum 8280 testing with a GIGABYTE MD61-SC2-00 v01000100 (T15 BIOS) and llvmpipe 377GB on Ubuntu 19.04 via the Phoronix Test Suite. 2 x Intel Xeon Platinum 8280: Processor: 2 x Intel Xeon Platinum 8280 @ 4.00GHz (56 Cores / 112 Threads), Motherboard: GIGABYTE MD61-SC2-00 v01000100 (T15 BIOS), Chipset: Intel Sky Lake-E DMI3 Registers, Memory: 386048MB, Disk: Samsung SSD 970 PRO 512GB, Graphics: llvmpipe 377GB, Monitor: VE228, Network: 2 x Intel X722 for 1GbE + 2 x QLogic FastLinQ QL41000 10/25/40/50GbE OS: Ubuntu 19.04, Kernel: 5.0.0-15-generic (x86_64), Desktop: GNOME Shell 3.32.0, Display Server: X Server 1.20.4, Display Driver: modesetting 1.20.4, OpenGL: 3.3 Mesa 19.0.2 (LLVM 8.0 256 bits), Compiler: GCC 8.3.0, File-System: ext4, Screen Resolution: 1920x1080 MKL-DNN 2019-04-16 Harness: Convolution Batch conv_all - Data Type: f32 ms < Lower Is Better 2 x Intel Xeon Platinum 8280 . 383.17 |======================================== MKL-DNN 2019-04-16 Harness: Deconvolution Batch deconv_all - Data Type: f32 ms < Lower Is Better 2 x Intel Xeon Platinum 8280 . 1013.23 |======================================= MKL-DNN 2019-04-16 Harness: Convolution Batch conv_3d - Data Type: u8s8u8s32 ms < Lower Is Better 2 x Intel Xeon Platinum 8280 . 3545.46 |======================================= MKL-DNN 2019-04-16 Harness: Convolution Batch conv_3d - Data Type: u8s8f32s32 ms < Lower Is Better 2 x Intel Xeon Platinum 8280 . 3544.32 |======================================= MKL-DNN 2019-04-16 Harness: IP Batch All - Data Type: f32 ms < Lower Is Better 2 x Intel Xeon Platinum 8280 . 99.67 |========================================= MKL-DNN 2019-04-16 Harness: IP Batch All - Data Type: u8s8u8s32 ms < Lower Is Better 2 x Intel Xeon Platinum 8280 . 20.43 |========================================= MKL-DNN 2019-04-16 Harness: IP Batch All - Data Type: u8s8f32s32 ms < Lower Is Better 2 x Intel Xeon Platinum 8280 . 20.09 |========================================= MKL-DNN 2019-04-16 Harness: Convolution Batch conv_3d - Data Type: f32 ms < Lower Is Better 2 x Intel Xeon Platinum 8280 . 3.33 |========================================== MKL-DNN 2019-04-16 Harness: Deconvolution Batch deconv_1d - Data Type: f32 ms < Lower Is Better 2 x Intel Xeon Platinum 8280 . 0.96 |========================================== MKL-DNN 2019-04-16 Harness: Convolution Batch conv_alexnet - Data Type: f32 ms < Lower Is Better 2 x Intel Xeon Platinum 8280 . 48.27 |========================================= MKL-DNN 2019-04-16 Harness: IP Batch 1D - Data Type: u8s8u8s32 ms < Lower Is Better 2 x Intel Xeon Platinum 8280 . 3.81 |========================================== MKL-DNN 2019-04-16 Harness: IP Batch 1D - Data Type: f32 ms < Lower Is Better 2 x Intel Xeon Platinum 8280 . 11.62 |========================================= MKL-DNN 2019-04-16 Harness: IP Batch 1D - Data Type: u8s8f32s32 ms < Lower Is Better 2 x Intel Xeon Platinum 8280 . 3.52 |========================================== MKL-DNN 2019-04-16 Harness: Deconvolution Batch deconv_3d - Data Type: f32 ms < Lower Is Better 2 x Intel Xeon Platinum 8280 . 1.11 |==========================================