RX 590 PlaidML
Intel Core i9-9900K testing with a ASUS PRIME Z390-A (0602 BIOS) and Sapphire AMD Radeon RX 470/480/570/570X/580/580X 8GB on Ubuntu 18.10 via the Phoronix Test Suite.


RX 590: 

	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: Sapphire AMD Radeon RX 470/480/570/570X/580/580X 8GB (1560/2100MHz), Audio: Realtek ALC1220, Monitor: Acer B286HK, Network: Intel I219-V

	OS: Ubuntu 18.10, Kernel: 5.0.0-050000rc4-generic (x86_64) 20190127, Desktop: GNOME Shell 3.30.1, Display Server: X Server 1.20.1, OpenGL: 4.5 Mesa 19.0.0-devel padoka PPA (LLVM 9.0.0), OpenCL: OpenCL 2.1 AMD-APP (2783.0), Vulkan: 1.1.90, Compiler: GCC 8.2.0, File-System: ext4, Screen Resolution: 3840x2160


PlaidML
FP16: No - Mode: Training - Network: VGG16 - Device: OpenCL
Examples Per Second > Higher Is Better
RX 590 . 9.50 |================================================================


PlaidML
FP16: No - Mode: Training - Network: VGG19 - Device: OpenCL
Examples Per Second > Higher Is Better
RX 590 . 8.95 |================================================================


PlaidML
FP16: No - Mode: Inference - Network: VGG16 - Device: OpenCL
Examples Per Second > Higher Is Better
RX 590 . 68.98 |===============================================================


PlaidML
FP16: No - Mode: Inference - Network: VGG19 - Device: OpenCL
Examples Per Second > Higher Is Better
RX 590 . 59.18 |===============================================================


PlaidML
FP16: Yes - Mode: Inference - Network: VGG16 - Device: OpenCL
Examples Per Second > Higher Is Better
RX 590 . 64.21 |===============================================================


PlaidML
FP16: Yes - Mode: Inference - Network: VGG19 - Device: OpenCL
Examples Per Second > Higher Is Better
RX 590 . 56.08 |===============================================================


PlaidML
FP16: No - Mode: Training - Network: IMDB LSTM - Device: OpenCL
Examples Per Second > Higher Is Better
RX 590 . 145 |=================================================================


PlaidML
FP16: No - Mode: Training - Network: Mobilenet - Device: OpenCL
Examples Per Second > Higher Is Better
RX 590 . 45.74 |===============================================================


PlaidML
FP16: No - Mode: Training - Network: ResNet 50 - Device: OpenCL
Examples Per Second > Higher Is Better
RX 590 . 17.78 |===============================================================


PlaidML
FP16: No - Mode: Inference - Network: IMDB LSTM - Device: OpenCL
Examples Per Second > Higher Is Better
RX 590 . 220 |=================================================================


PlaidML
FP16: No - Mode: Inference - Network: Mobilenet - Device: OpenCL
Examples Per Second > Higher Is Better
RX 590 . 455 |=================================================================


PlaidML
FP16: No - Mode: Inference - Network: ResNet 50 - Device: OpenCL
Examples Per Second > Higher Is Better
RX 590 . 142.77 |==============================================================


PlaidML
FP16: Yes - Mode: Inference - Network: Mobilenet - Device: OpenCL
Examples Per Second > Higher Is Better
RX 590 . 603.17 |==============================================================


PlaidML
FP16: Yes - Mode: Inference - Network: ResNet 50 - Device: OpenCL
Examples Per Second > Higher Is Better
RX 590 . 137 |=================================================================


PlaidML
FP16: No - Mode: Training - Network: Inception V3 - Device: OpenCL
Examples Per Second > Higher Is Better
RX 590 . 14.90 |===============================================================


PlaidML
FP16: No - Mode: Inference - Network: DenseNet 201 - Device: OpenCL
Examples Per Second > Higher Is Better
RX 590 . 61.89 |===============================================================


PlaidML
FP16: No - Mode: Inference - Network: Inception V3 - Device: OpenCL
Examples Per Second > Higher Is Better
RX 590 . 75.70 |===============================================================


PlaidML
FP16: No - Mode: Inference - Network: NASNer Large - Device: OpenCL
Examples Per Second > Higher Is Better
RX 590 . 20.02 |===============================================================