oneDNN 2.0 3900X AMD Ryzen 9 3900X 12-Core testing with a ASUS TUF GAMING X570-PLUS (WI-FI) (2203 BIOS) and MSI AMD Radeon RX 470/480/570/570X/580/580X/590 8GB on Ubuntu 20.04 via the Phoronix Test Suite. MSI AMD Radeon RX 470: Processor: AMD Ryzen 9 3900X 12-Core @ 3.80GHz (12 Cores / 24 Threads), Motherboard: ASUS TUF GAMING X570-PLUS (WI-FI) (2203 BIOS), Chipset: AMD Starship/Matisse, Memory: 16GB, Disk: Samsung SSD 970 EVO Plus 250GB, Graphics: MSI AMD Radeon RX 470/480/570/570X/580/580X/590 8GB (1366/2000MHz), Audio: AMD Ellesmere HDMI Audio, Monitor: G237HL, Network: Realtek RTL8111/8168/8411 + Intel-AC 9260 OS: Ubuntu 20.04, Kernel: 5.9.0-050900rc6daily20200922-generic (x86_64) 20200921, Desktop: GNOME Shell 3.36.4, Display Server: X Server 1.20.8, Display Driver: modesetting 1.20.8, OpenGL: 4.6 Mesa 20.2.0-devel (git-64cdc13 2020-07-02 focal-oibaf-ppa) (LLVM 10.0.0), Vulkan: 1.2.131, Compiler: GCC 9.3.0, File-System: ext4, Screen Resolution: 1920x1080 2: Processor: AMD Ryzen 9 3900X 12-Core @ 3.80GHz (12 Cores / 24 Threads), Motherboard: ASUS TUF GAMING X570-PLUS (WI-FI) (2203 BIOS), Chipset: AMD Starship/Matisse, Memory: 16GB, Disk: Samsung SSD 970 EVO Plus 250GB, Graphics: MSI AMD Radeon RX 470/480/570/570X/580/580X/590 8GB (1366/2000MHz), Audio: AMD Ellesmere HDMI Audio, Monitor: G237HL, Network: Realtek RTL8111/8168/8411 + Intel-AC 9260 OS: Ubuntu 20.04, Kernel: 5.9.0-050900rc6daily20200922-generic (x86_64) 20200921, Desktop: GNOME Shell 3.36.4, Display Server: X Server 1.20.8, Display Driver: modesetting 1.20.8, OpenGL: 4.6 Mesa 20.2.0-devel (git-64cdc13 2020-07-02 focal-oibaf-ppa) (LLVM 10.0.0), Vulkan: 1.2.131, Compiler: GCC 9.3.0, File-System: ext4, Screen Resolution: 1920x1080 3: Processor: AMD Ryzen 9 3900X 12-Core @ 3.80GHz (12 Cores / 24 Threads), Motherboard: ASUS TUF GAMING X570-PLUS (WI-FI) (2203 BIOS), Chipset: AMD Starship/Matisse, Memory: 16GB, Disk: Samsung SSD 970 EVO Plus 250GB, Graphics: MSI AMD Radeon RX 470/480/570/570X/580/580X/590 8GB (1366/2000MHz), Audio: AMD Ellesmere HDMI Audio, Monitor: G237HL, Network: Realtek RTL8111/8168/8411 + Intel-AC 9260 OS: Ubuntu 20.04, Kernel: 5.9.0-050900rc6daily20200922-generic (x86_64) 20200921, Desktop: GNOME Shell 3.36.4, Display Server: X Server 1.20.8, Display Driver: modesetting 1.20.8, OpenGL: 4.6 Mesa 20.2.0-devel (git-64cdc13 2020-07-02 focal-oibaf-ppa) (LLVM 10.0.0), Vulkan: 1.2.131, Compiler: GCC 9.3.0, File-System: ext4, Screen Resolution: 1920x1080 Betsy GPU Compressor 1.1 Beta Codec: ETC1 - Quality: Highest Seconds < Lower Is Better MSI AMD Radeon RX 470 . 8.353 |================================================ 2 ..................... 8.188 |=============================================== 3 ..................... 8.180 |=============================================== Betsy GPU Compressor 1.1 Beta Codec: ETC2 RGB - Quality: Highest Seconds < Lower Is Better MSI AMD Radeon RX 470 . 9.810 |================================================ 2 ..................... 9.639 |=============================================== 3 ..................... 9.638 |=============================================== oneDNN 2.0 Harness: IP Shapes 1D - Data Type: f32 - Engine: CPU ms < Lower Is Better MSI AMD Radeon RX 470 . 30.17080 |============================================= 2 ..................... 4.76942 |======= 3 ..................... 4.75794 |======= oneDNN 2.0 Harness: IP Shapes 3D - Data Type: f32 - Engine: CPU ms < Lower Is Better MSI AMD Radeon RX 470 . 10.83 |================================================ 2 ..................... 10.66 |=============================================== 3 ..................... 10.81 |================================================ oneDNN 2.0 Harness: IP Shapes 1D - Data Type: u8s8f32 - Engine: CPU ms < Lower Is Better MSI AMD Radeon RX 470 . 3.02821 |============================================== 2 ..................... 1.93713 |============================= 3 ..................... 1.93079 |============================= oneDNN 2.0 Harness: IP Shapes 3D - Data Type: u8s8f32 - Engine: CPU ms < Lower Is Better MSI AMD Radeon RX 470 . 0.890855 |============================================ 2 ..................... 0.918892 |============================================= 3 ..................... 0.905647 |============================================ oneDNN 2.0 Harness: Convolution Batch Shapes Auto - Data Type: f32 - Engine: CPU ms < Lower Is Better MSI AMD Radeon RX 470 . 22.38 |================================================ 2 ..................... 22.38 |================================================ 3 ..................... 22.39 |================================================ oneDNN 2.0 Harness: Deconvolution Batch shapes_1d - Data Type: f32 - Engine: CPU ms < Lower Is Better MSI AMD Radeon RX 470 . 3.52990 |============================================== 2 ..................... 3.54577 |============================================== 3 ..................... 3.54390 |============================================== oneDNN 2.0 Harness: Deconvolution Batch shapes_3d - Data Type: f32 - Engine: CPU ms < Lower Is Better MSI AMD Radeon RX 470 . 5.04580 |============================================== 2 ..................... 5.05578 |============================================== 3 ..................... 5.05350 |============================================== oneDNN 2.0 Harness: Convolution Batch Shapes Auto - Data Type: u8s8f32 - Engine: CPU ms < Lower Is Better MSI AMD Radeon RX 470 . 24.88 |================================================ 2 ..................... 24.79 |================================================ 3 ..................... 24.85 |================================================ oneDNN 2.0 Harness: Deconvolution Batch shapes_1d - Data Type: u8s8f32 - Engine: CPU ms < Lower Is Better MSI AMD Radeon RX 470 . 4.23449 |============================================== 2 ..................... 4.23734 |============================================== 3 ..................... 4.22621 |============================================== oneDNN 2.0 Harness: Deconvolution Batch shapes_3d - Data Type: u8s8f32 - Engine: CPU ms < Lower Is Better MSI AMD Radeon RX 470 . 3.58831 |============================================== 2 ..................... 3.59039 |============================================== 3 ..................... 3.59006 |============================================== oneDNN 2.0 Harness: Recurrent Neural Network Training - Data Type: f32 - Engine: CPU ms < Lower Is Better MSI AMD Radeon RX 470 . 3957.60 |============================================== 2 ..................... 3977.86 |============================================== 3 ..................... 3969.01 |============================================== oneDNN 2.0 Harness: Recurrent Neural Network Inference - Data Type: f32 - Engine: CPU ms < Lower Is Better MSI AMD Radeon RX 470 . 2385.69 |============================================== 2 ..................... 2396.09 |============================================== 3 ..................... 2377.20 |============================================== oneDNN 2.0 Harness: Recurrent Neural Network Training - Data Type: u8s8f32 - Engine: CPU ms < Lower Is Better MSI AMD Radeon RX 470 . 3981.47 |============================================== 2 ..................... 3968.03 |============================================== 3 ..................... 3965.63 |============================================== oneDNN 2.0 Harness: Recurrent Neural Network Inference - Data Type: u8s8f32 - Engine: CPU ms < Lower Is Better MSI AMD Radeon RX 470 . 2400.59 |============================================== 2 ..................... 2392.78 |============================================== 3 ..................... 2397.36 |============================================== oneDNN 2.0 Harness: Matrix Multiply Batch Shapes Transformer - Data Type: f32 - Engine: CPU ms < Lower Is Better MSI AMD Radeon RX 470 . 0.874190 |============================================= 2 ..................... 0.881017 |============================================= 3 ..................... 0.880630 |============================================= oneDNN 2.0 Harness: Recurrent Neural Network Training - Data Type: bf16bf16bf16 - Engine: CPU ms < Lower Is Better MSI AMD Radeon RX 470 . 3966.95 |============================================== 2 ..................... 3962.15 |============================================== 3 ..................... 3982.55 |============================================== oneDNN 2.0 Harness: Recurrent Neural Network Inference - Data Type: bf16bf16bf16 - Engine: CPU ms < Lower Is Better MSI AMD Radeon RX 470 . 2382.91 |============================================== 2 ..................... 2393.07 |============================================== 3 ..................... 2375.03 |============================================== oneDNN 2.0 Harness: Matrix Multiply Batch Shapes Transformer - Data Type: u8s8f32 - Engine: CPU ms < Lower Is Better MSI AMD Radeon RX 470 . 2.01888 |============================================== 2 ..................... 2.02211 |============================================== 3 ..................... 2.02449 |============================================== Timed Clash Compilation Time To Compile Seconds < Lower Is Better MSI AMD Radeon RX 470 . 370.20 |=============================================== 2 ..................... 370.52 |=============================================== 3 ..................... 369.54 |=============================================== PHPBench 0.8.1 PHP Benchmark Suite Score > Higher Is Better MSI AMD Radeon RX 470 . 701260 |=============================================== 2 ..................... 697067 |=============================================== 3 ..................... 683719 |==============================================