PlaidML CPU + OpenCL Linux Benchmarks
Intel Core i9-9900K testing with a ASUS PRIME Z390-A (0602 BIOS) and NVIDIA GeForce GTX 1060 6GB on Ubuntu 18.10 via the Phoronix Test Suite.


9900K + GTX 1060: 

	Processor: Intel Core i9-9900K @ 5.00GHz (8 Cores / 16 Threads), Motherboard: ASUS PRIME Z390-A (0602 BIOS), Chipset: Intel Cannon Lake PCH Shared SRAM, Memory: 16384MB, Disk: Samsung SSD 970 EVO 250GB + 2000GB SABRENT, Graphics: NVIDIA GeForce GTX 1060 6GB (1506/4006MHz), Audio: Realtek ALC1220, Monitor: Acer B286HK, Network: Intel I219-V

	OS: Ubuntu 18.10, Kernel: 4.20.3-042003-generic (x86_64), Desktop: GNOME Shell 3.30.1, Display Server: X Server 1.20.1, Display Driver: NVIDIA 415.27, OpenGL: 4.6.0, OpenCL: OpenCL 1.2 CUDA 10.0.132, Vulkan: 1.1.84, Compiler: GCC 8.2.0, File-System: ext4, Screen Resolution: 3840x2160


PlaidML
FP16: No - Mode: Inference - Network: VGG16 - Device: CPU
Examples Per Second > Higher Is Better
9900K + GTX 1060 . 4.38 |======================================================


PlaidML
FP16: No - Mode: Inference - Network: VGG19 - Device: CPU
Examples Per Second > Higher Is Better
9900K + GTX 1060 . 3.72 |======================================================


PlaidML
FP16: No - Mode: Training - Network: VGG16 - Device: OpenCL
Examples Per Second > Higher Is Better
9900K + GTX 1060 . 2679.07 |===================================================


PlaidML
FP16: No - Mode: Training - Network: VGG19 - Device: OpenCL
Examples Per Second > Higher Is Better
9900K + GTX 1060 . 2688.10 |===================================================


PlaidML
FP16: No - Mode: Inference - Network: VGG16 - Device: OpenCL
Examples Per Second > Higher Is Better
9900K + GTX 1060 . 95.10 |=====================================================


PlaidML
FP16: No - Mode: Inference - Network: VGG19 - Device: OpenCL
Examples Per Second > Higher Is Better
9900K + GTX 1060 . 79.59 |=====================================================


PlaidML
FP16: No - Mode: Inference - Network: IMDB LSTM - Device: CPU
Examples Per Second > Higher Is Better
9900K + GTX 1060 . 1.78 |======================================================


PlaidML
FP16: No - Mode: Inference - Network: Mobilenet - Device: CPU
Examples Per Second > Higher Is Better
9900K + GTX 1060 . 37.93 |=====================================================


PlaidML
FP16: No - Mode: Inference - Network: ResNet 50 - Device: CPU
Examples Per Second > Higher Is Better
9900K + GTX 1060 . 10.35 |=====================================================


PlaidML
FP16: No - Mode: Training - Network: IMDB LSTM - Device: OpenCL
Examples Per Second > Higher Is Better
9900K + GTX 1060 . 136 |=======================================================


PlaidML
FP16: No - Mode: Training - Network: Mobilenet - Device: OpenCL
Examples Per Second > Higher Is Better
9900K + GTX 1060 . 87.25 |=====================================================


PlaidML
FP16: No - Mode: Training - Network: ResNet 50 - Device: OpenCL
Examples Per Second > Higher Is Better
9900K + GTX 1060 . 1574.06 |===================================================


PlaidML
FP16: No - Mode: Inference - Network: DenseNet 201 - Device: CPU
Examples Per Second > Higher Is Better
9900K + GTX 1060 . 3.28 |======================================================


PlaidML
FP16: No - Mode: Inference - Network: IMDB LSTM - Device: OpenCL
Examples Per Second > Higher Is Better
9900K + GTX 1060 . 183 |=======================================================


PlaidML
FP16: No - Mode: Inference - Network: Mobilenet - Device: OpenCL
Examples Per Second > Higher Is Better
9900K + GTX 1060 . 593 |=======================================================


PlaidML
FP16: No - Mode: Inference - Network: NASNer Large - Device: CPU
Examples Per Second > Higher Is Better
9900K + GTX 1060 . 0.85 |======================================================


PlaidML
FP16: No - Mode: Inference - Network: ResNet 50 - Device: OpenCL
Examples Per Second > Higher Is Better
9900K + GTX 1060 . 196 |=======================================================


PlaidML
FP16: No - Mode: Training - Network: DenseNet 201 - Device: OpenCL
Examples Per Second > Higher Is Better
9900K + GTX 1060 . 701.63 |====================================================


PlaidML
FP16: No - Mode: Training - Network: Inception V3 - Device: OpenCL
Examples Per Second > Higher Is Better
9900K + GTX 1060 . 22.45 |=====================================================


PlaidML
FP16: No - Mode: Training - Network: NASNer Large - Device: OpenCL
Examples Per Second > Higher Is Better
9900K + GTX 1060 . 416.52 |====================================================


PlaidML
FP16: No - Mode: Inference - Network: DenseNet 201 - Device: OpenCL
Examples Per Second > Higher Is Better
9900K + GTX 1060 . 64.02 |=====================================================


PlaidML
FP16: No - Mode: Inference - Network: Inception V3 - Device: OpenCL
Examples Per Second > Higher Is Better
9900K + GTX 1060 . 86.18 |=====================================================


PlaidML
FP16: No - Mode: Inference - Network: NASNer Large - Device: OpenCL
Examples Per Second > Higher Is Better
9900K + GTX 1060 . 18.44 |=====================================================