machine learning threadripper
AMD Ryzen Threadripper 3970X 32-Core testing with a ASUS ROG ZENITH II EXTREME (0702 BIOS) and AMD Radeon VII 16GB on Ubuntu 19.10 via the Phoronix Test Suite.


AMD Radeon VII - AMD Ryzen Threadripper 3970X 32-Core: 

	Processor: AMD Ryzen Threadripper 3970X 32-Core @ 3.70GHz (32 Cores / 64 Threads), Motherboard: ASUS ROG ZENITH II EXTREME (0702 BIOS), Chipset: AMD Starship/Matisse, Memory: 64GB, Disk: 1000GB Force MP600, Graphics: AMD Radeon VII 16GB (1802/1001MHz), Audio: AMD Vega 20 HDMI Audio, Monitor: ASUS MG28U, Network: Aquantia AQC107 NBase-T/IEEE + Intel I211 + Intel Device 2723

	OS: Ubuntu 19.10, Kernel: 5.3.0-40-generic (x86_64), Desktop: GNOME Shell 3.34.1, Display Server: X Server 1.20.5, Display Driver: amdgpu 19.0.1, OpenGL: 4.5 Mesa 19.2.8 (LLVM 9.0.0), Compiler: GCC 9.2.1 20191008, File-System: ext4, Screen Resolution: 3840x2160


LeelaChessZero 0.23.2
Backend: BLAS
Nodes Per Second > Higher Is Better
AMD Radeon VII - AMD Ryzen Threadripper 3970X 32-Core . 2193.94 |==============


MKL-DNN DNNL 1.1
Harness: IP Batch 1D - Data Type: f32
ms < Lower Is Better
AMD Radeon VII - AMD Ryzen Threadripper 3970X 32-Core . 1.67370 |==============


MKL-DNN DNNL 1.1
Harness: IP Batch All - Data Type: f32
ms < Lower Is Better
AMD Radeon VII - AMD Ryzen Threadripper 3970X 32-Core . 11.09 |================


MKL-DNN DNNL 1.1
Harness: IP Batch 1D - Data Type: u8s8f32
ms < Lower Is Better
AMD Radeon VII - AMD Ryzen Threadripper 3970X 32-Core . 20.93 |================


MKL-DNN DNNL 1.1
Harness: IP Batch All - Data Type: u8s8f32
ms < Lower Is Better
AMD Radeon VII - AMD Ryzen Threadripper 3970X 32-Core . 130.01 |===============


MKL-DNN DNNL 1.1
Harness: Convolution Batch conv_3d - Data Type: f32
ms < Lower Is Better
AMD Radeon VII - AMD Ryzen Threadripper 3970X 32-Core . 4.86201 |==============


MKL-DNN DNNL 1.1
Harness: Convolution Batch conv_all - Data Type: f32
ms < Lower Is Better
AMD Radeon VII - AMD Ryzen Threadripper 3970X 32-Core . 783.25 |===============


MKL-DNN DNNL 1.1
Harness: Convolution Batch conv_3d - Data Type: u8s8f32
ms < Lower Is Better
AMD Radeon VII - AMD Ryzen Threadripper 3970X 32-Core . 3771.87 |==============


MKL-DNN DNNL 1.1
Harness: Deconvolution Batch deconv_1d - Data Type: f32
ms < Lower Is Better
AMD Radeon VII - AMD Ryzen Threadripper 3970X 32-Core . 1.84596 |==============


MKL-DNN DNNL 1.1
Harness: Deconvolution Batch deconv_3d - Data Type: f32
ms < Lower Is Better
AMD Radeon VII - AMD Ryzen Threadripper 3970X 32-Core . 2.67155 |==============


MKL-DNN DNNL 1.1
Harness: Convolution Batch conv_alexnet - Data Type: f32
ms < Lower Is Better
AMD Radeon VII - AMD Ryzen Threadripper 3970X 32-Core . 99.28 |================


MKL-DNN DNNL 1.1
Harness: Convolution Batch conv_all - Data Type: u8s8f32
ms < Lower Is Better
AMD Radeon VII - AMD Ryzen Threadripper 3970X 32-Core . 12473.0 |==============


MKL-DNN DNNL 1.1
Harness: Deconvolution Batch deconv_all - Data Type: f32
ms < Lower Is Better
AMD Radeon VII - AMD Ryzen Threadripper 3970X 32-Core . 1272.24 |==============


MKL-DNN DNNL 1.1
Harness: Deconvolution Batch deconv_1d - Data Type: u8s8f32
ms < Lower Is Better
AMD Radeon VII - AMD Ryzen Threadripper 3970X 32-Core . 1391.81 |==============


MKL-DNN DNNL 1.1
Harness: Deconvolution Batch deconv_3d - Data Type: u8s8f32
ms < Lower Is Better
AMD Radeon VII - AMD Ryzen Threadripper 3970X 32-Core . 2331.37 |==============


MKL-DNN DNNL 1.1
Harness: Recurrent Neural Network Training - Data Type: f32
ms < Lower Is Better
AMD Radeon VII - AMD Ryzen Threadripper 3970X 32-Core . 194.66 |===============


MKL-DNN DNNL 1.1
Harness: Convolution Batch conv_alexnet - Data Type: u8s8f32
ms < Lower Is Better
AMD Radeon VII - AMD Ryzen Threadripper 3970X 32-Core . 1380.14 |==============


MKL-DNN DNNL 1.1
Harness: Convolution Batch conv_googlenet_v3 - Data Type: f32
ms < Lower Is Better
AMD Radeon VII - AMD Ryzen Threadripper 3970X 32-Core . 42.34 |================


MKL-DNN DNNL 1.1
Harness: Convolution Batch conv_googlenet_v3 - Data Type: u8s8f32
ms < Lower Is Better
AMD Radeon VII - AMD Ryzen Threadripper 3970X 32-Core . 692.15 |===============


Numpy Benchmark

Score > Higher Is Better
AMD Radeon VII - AMD Ryzen Threadripper 3970X 32-Core . 418.58 |===============


R Benchmark

Seconds < Lower Is Better
AMD Radeon VII - AMD Ryzen Threadripper 3970X 32-Core . 0.2837 |===============


Mlpack Benchmark
Benchmark: scikit_ica
Seconds < Lower Is Better
AMD Radeon VII - AMD Ryzen Threadripper 3970X 32-Core . 45.25 |================


Mlpack Benchmark
Benchmark: scikit_qda
Seconds < Lower Is Better
AMD Radeon VII - AMD Ryzen Threadripper 3970X 32-Core . 40.82 |================


Mlpack Benchmark
Benchmark: scikit_svm
Seconds < Lower Is Better
AMD Radeon VII - AMD Ryzen Threadripper 3970X 32-Core . 11.48 |================


Mlpack Benchmark
Benchmark: scikit_linearridgeregression
Seconds < Lower Is Better
AMD Radeon VII - AMD Ryzen Threadripper 3970X 32-Core . 1.44 |=================


Scikit-Learn 0.22.1

Seconds < Lower Is Better
AMD Radeon VII - AMD Ryzen Threadripper 3970X 32-Core . 7.904 |================