2107171-PTS-ML AMD Ryzen 5 3600 6-Core testing with a Gigabyte X570 AORUS PRO (F34 BIOS) and AMD Radeon VII 16GB on ManjaroLinux 21.1.0 via the Phoronix Test Suite. Ryzen 5 3600 Radeon VII x2: Processor: AMD Ryzen 5 3600 6-Core @ 3.60GHz (6 Cores / 12 Threads), Motherboard: Gigabyte X570 AORUS PRO (F34 BIOS), Chipset: AMD Starship/Matisse, Memory: 32GB, Disk: 1000GB Sabrent Rocket 4.0 1TB + 240GB SanDisk SDSSDA24 + 256GB SanDisk SD8SN8U2 + 0GB Multiple Reader, Graphics: AMD Radeon VII 16GB (1801/1000MHz), Audio: AMD Vega 20 HDMI Audio, Network: Intel I211 + Intel Wi-Fi 6 AX200 OS: ManjaroLinux 21.1.0, Kernel: 5.13.1-3-MANJARO (x86_64), Display Server: X Server 1.20.11, OpenGL: 4.6 Mesa 21.1.4 (LLVM 12.0.0), OpenCL: OpenCL 2.0 AMD-APP.dbg (3275.0), Vulkan: 1.2.179, Compiler: GCC 11.1.0 + Clang 12.0.1, File-System: f2fs, Screen Resolution: 2560x1440 SHOC Scalable HeterOgeneous Computing 2020-04-17 Target: OpenCL - Benchmark: S3D GFLOPS > Higher Is Better Ryzen 5 3600 Radeon VII x2 . 272.59 |========================================== SHOC Scalable HeterOgeneous Computing 2020-04-17 Target: OpenCL - Benchmark: Triad GB/s > Higher Is Better Ryzen 5 3600 Radeon VII x2 . 6.8330 |========================================== SHOC Scalable HeterOgeneous Computing 2020-04-17 Target: OpenCL - Benchmark: FFT SP GFLOPS > Higher Is Better Ryzen 5 3600 Radeon VII x2 . 2402.36 |========================================= SHOC Scalable HeterOgeneous Computing 2020-04-17 Target: OpenCL - Benchmark: MD5 Hash GHash/s > Higher Is Better Ryzen 5 3600 Radeon VII x2 . 17.03 |=========================================== SHOC Scalable HeterOgeneous Computing 2020-04-17 Target: OpenCL - Benchmark: Reduction GB/s > Higher Is Better Ryzen 5 3600 Radeon VII x2 . 304.83 |========================================== SHOC Scalable HeterOgeneous Computing 2020-04-17 Target: OpenCL - Benchmark: GEMM SGEMM_N GFLOPS > Higher Is Better Ryzen 5 3600 Radeon VII x2 . 799.06 |========================================== SHOC Scalable HeterOgeneous Computing 2020-04-17 Target: OpenCL - Benchmark: Max SP Flops GFLOPS > Higher Is Better Ryzen 5 3600 Radeon VII x2 . 7144827 |========================================= SHOC Scalable HeterOgeneous Computing 2020-04-17 Target: OpenCL - Benchmark: Bus Speed Download GB/s > Higher Is Better Ryzen 5 3600 Radeon VII x2 . 7.1636 |========================================== SHOC Scalable HeterOgeneous Computing 2020-04-17 Target: OpenCL - Benchmark: Bus Speed Readback GB/s > Higher Is Better Ryzen 5 3600 Radeon VII x2 . 7.1501 |========================================== SHOC Scalable HeterOgeneous Computing 2020-04-17 Target: OpenCL - Benchmark: Texture Read Bandwidth GB/s > Higher Is Better Ryzen 5 3600 Radeon VII x2 . 459.02 |========================================== oneDNN 2.1.2 Harness: IP Shapes 1D - Data Type: f32 - Engine: CPU ms < Lower Is Better Ryzen 5 3600 Radeon VII x2 . 5.16292 |========================================= oneDNN 2.1.2 Harness: IP Shapes 3D - Data Type: f32 - Engine: CPU ms < Lower Is Better Ryzen 5 3600 Radeon VII x2 . 7.50326 |========================================= oneDNN 2.1.2 Harness: IP Shapes 1D - Data Type: u8s8f32 - Engine: CPU ms < Lower Is Better Ryzen 5 3600 Radeon VII x2 . 3.65120 |========================================= oneDNN 2.1.2 Harness: IP Shapes 3D - Data Type: u8s8f32 - Engine: CPU ms < Lower Is Better Ryzen 5 3600 Radeon VII x2 . 2.19467 |========================================= oneDNN 2.1.2 Harness: Convolution Batch Shapes Auto - Data Type: f32 - Engine: CPU ms < Lower Is Better Ryzen 5 3600 Radeon VII x2 . 14.30 |=========================================== oneDNN 2.1.2 Harness: Deconvolution Batch shapes_1d - Data Type: f32 - Engine: CPU ms < Lower Is Better Ryzen 5 3600 Radeon VII x2 . 6.84530 |========================================= oneDNN 2.1.2 Harness: Deconvolution Batch shapes_3d - Data Type: f32 - Engine: CPU ms < Lower Is Better Ryzen 5 3600 Radeon VII x2 . 8.93022 |========================================= oneDNN 2.1.2 Harness: Convolution Batch Shapes Auto - Data Type: u8s8f32 - Engine: CPU ms < Lower Is Better Ryzen 5 3600 Radeon VII x2 . 15.14 |=========================================== oneDNN 2.1.2 Harness: Deconvolution Batch shapes_1d - Data Type: u8s8f32 - Engine: CPU ms < Lower Is Better Ryzen 5 3600 Radeon VII x2 . 5.03364 |========================================= oneDNN 2.1.2 Harness: Deconvolution Batch shapes_3d - Data Type: u8s8f32 - Engine: CPU ms < Lower Is Better Ryzen 5 3600 Radeon VII x2 . 6.94636 |========================================= oneDNN 2.1.2 Harness: Recurrent Neural Network Training - Data Type: f32 - Engine: CPU ms < Lower Is Better Ryzen 5 3600 Radeon VII x2 . 4347.26 |========================================= oneDNN 2.1.2 Harness: Recurrent Neural Network Inference - Data Type: f32 - Engine: CPU ms < Lower Is Better Ryzen 5 3600 Radeon VII x2 . 2566.61 |========================================= oneDNN 2.1.2 Harness: Recurrent Neural Network Training - Data Type: u8s8f32 - Engine: CPU ms < Lower Is Better Ryzen 5 3600 Radeon VII x2 . 4324.85 |========================================= oneDNN 2.1.2 Harness: Recurrent Neural Network Inference - Data Type: u8s8f32 - Engine: CPU ms < Lower Is Better Ryzen 5 3600 Radeon VII x2 . 2577.67 |========================================= oneDNN 2.1.2 Harness: Matrix Multiply Batch Shapes Transformer - Data Type: f32 - Engine: CPU ms < Lower Is Better Ryzen 5 3600 Radeon VII x2 . 3.62714 |========================================= oneDNN 2.1.2 Harness: Recurrent Neural Network Training - Data Type: bf16bf16bf16 - Engine: CPU ms < Lower Is Better Ryzen 5 3600 Radeon VII x2 . 4326.47 |========================================= oneDNN 2.1.2 Harness: Recurrent Neural Network Inference - Data Type: bf16bf16bf16 - Engine: CPU ms < Lower Is Better Ryzen 5 3600 Radeon VII x2 . 2565.15 |========================================= oneDNN 2.1.2 Harness: Matrix Multiply Batch Shapes Transformer - Data Type: u8s8f32 - Engine: CPU ms < Lower Is Better Ryzen 5 3600 Radeon VII x2 . 4.28037 |========================================= Numpy Benchmark Score > Higher Is Better Ryzen 5 3600 Radeon VII x2 . 407.64 |========================================== DeepSpeech 0.6 Acceleration: CPU Seconds < Lower Is Better Ryzen 5 3600 Radeon VII x2 . 62.02 |=========================================== R Benchmark Seconds < Lower Is Better Ryzen 5 3600 Radeon VII x2 . 0.5568 |========================================== RNNoise 2020-06-28 Seconds < Lower Is Better Ryzen 5 3600 Radeon VII x2 . 19.10 |=========================================== TensorFlow Lite 2020-08-23 Model: SqueezeNet Microseconds < Lower Is Better Ryzen 5 3600 Radeon VII x2 . 266900 |========================================== TensorFlow Lite 2020-08-23 Model: Inception V4 Microseconds < Lower Is Better Ryzen 5 3600 Radeon VII x2 . 3953317 |========================================= TensorFlow Lite 2020-08-23 Model: NASNet Mobile Microseconds < Lower Is Better Ryzen 5 3600 Radeon VII x2 . 227865 |========================================== TensorFlow Lite 2020-08-23 Model: Mobilenet Float Microseconds < Lower Is Better Ryzen 5 3600 Radeon VII x2 . 182797 |========================================== TensorFlow Lite 2020-08-23 Model: Mobilenet Quant Microseconds < Lower Is Better Ryzen 5 3600 Radeon VII x2 . 187310 |========================================== TensorFlow Lite 2020-08-23 Model: Inception ResNet V2 Microseconds < Lower Is Better Ryzen 5 3600 Radeon VII x2 . 3576407 |========================================= Mobile Neural Network 1.2 Model: mobilenetV3 ms < Lower Is Better Ryzen 5 3600 Radeon VII x2 . 2.293 |=========================================== Mobile Neural Network 1.2 Model: squeezenetv1.1 ms < Lower Is Better Ryzen 5 3600 Radeon VII x2 . 4.208 |=========================================== Mobile Neural Network 1.2 Model: resnet-v2-50 ms < Lower Is Better Ryzen 5 3600 Radeon VII x2 . 28.93 |=========================================== Mobile Neural Network 1.2 Model: SqueezeNetV1.0 ms < Lower Is Better Ryzen 5 3600 Radeon VII x2 . 5.575 |=========================================== Mobile Neural Network 1.2 Model: MobileNetV2_224 ms < Lower Is Better Ryzen 5 3600 Radeon VII x2 . 3.324 |=========================================== Mobile Neural Network 1.2 Model: mobilenet-v1-1.0 ms < Lower Is Better Ryzen 5 3600 Radeon VII x2 . 4.010 |=========================================== Mobile Neural Network 1.2 Model: inception-v3 ms < Lower Is Better Ryzen 5 3600 Radeon VII x2 . 31.90 |=========================================== NCNN 20210525 Target: CPU - Model: mobilenet ms < Lower Is Better Ryzen 5 3600 Radeon VII x2 . 16.17 |=========================================== NCNN 20210525 Target: CPU-v2-v2 - Model: mobilenet-v2 ms < Lower Is Better Ryzen 5 3600 Radeon VII x2 . 4.95 |============================================ NCNN 20210525 Target: CPU-v3-v3 - Model: mobilenet-v3 ms < Lower Is Better Ryzen 5 3600 Radeon VII x2 . 4.32 |============================================ NCNN 20210525 Target: CPU - Model: shufflenet-v2 ms < Lower Is Better Ryzen 5 3600 Radeon VII x2 . 4.45 |============================================ NCNN 20210525 Target: CPU - Model: mnasnet ms < Lower Is Better Ryzen 5 3600 Radeon VII x2 . 4.15 |============================================ NCNN 20210525 Target: CPU - Model: efficientnet-b0 ms < Lower Is Better Ryzen 5 3600 Radeon VII x2 . 6.83 |============================================ NCNN 20210525 Target: CPU - Model: blazeface ms < Lower Is Better Ryzen 5 3600 Radeon VII x2 . 1.85 |============================================ NCNN 20210525 Target: CPU - Model: googlenet ms < Lower Is Better Ryzen 5 3600 Radeon VII x2 . 14.65 |=========================================== NCNN 20210525 Target: CPU - Model: vgg16 ms < Lower Is Better Ryzen 5 3600 Radeon VII x2 . 55.42 |=========================================== NCNN 20210525 Target: CPU - Model: resnet18 ms < Lower Is Better Ryzen 5 3600 Radeon VII x2 . 15.75 |=========================================== NCNN 20210525 Target: CPU - Model: alexnet ms < Lower Is Better Ryzen 5 3600 Radeon VII x2 . 12.32 |=========================================== NCNN 20210525 Target: CPU - Model: resnet50 ms < Lower Is Better Ryzen 5 3600 Radeon VII x2 . 27.19 |=========================================== NCNN 20210525 Target: CPU - Model: yolov4-tiny ms < Lower Is Better Ryzen 5 3600 Radeon VII x2 . 25.81 |=========================================== NCNN 20210525 Target: CPU - Model: squeezenet_ssd ms < Lower Is Better Ryzen 5 3600 Radeon VII x2 . 21.70 |=========================================== NCNN 20210525 Target: CPU - Model: regnety_400m ms < Lower Is Better Ryzen 5 3600 Radeon VII x2 . 9.57 |============================================ NCNN 20210525 Target: Vulkan GPU - Model: mobilenet ms < Lower Is Better Ryzen 5 3600 Radeon VII x2 . 16.30 |=========================================== NCNN 20210525 Target: Vulkan GPU-v2-v2 - Model: mobilenet-v2 ms < Lower Is Better Ryzen 5 3600 Radeon VII x2 . 4.94 |============================================ NCNN 20210525 Target: Vulkan GPU-v3-v3 - Model: mobilenet-v3 ms < Lower Is Better Ryzen 5 3600 Radeon VII x2 . 4.31 |============================================ NCNN 20210525 Target: Vulkan GPU - Model: shufflenet-v2 ms < Lower Is Better Ryzen 5 3600 Radeon VII x2 . 4.44 |============================================ NCNN 20210525 Target: Vulkan GPU - Model: mnasnet ms < Lower Is Better Ryzen 5 3600 Radeon VII x2 . 4.15 |============================================ NCNN 20210525 Target: Vulkan GPU - Model: efficientnet-b0 ms < Lower Is Better Ryzen 5 3600 Radeon VII x2 . 6.93 |============================================ NCNN 20210525 Target: Vulkan GPU - Model: blazeface ms < Lower Is Better Ryzen 5 3600 Radeon VII x2 . 1.85 |============================================ NCNN 20210525 Target: Vulkan GPU - Model: googlenet ms < Lower Is Better Ryzen 5 3600 Radeon VII x2 . 14.75 |=========================================== NCNN 20210525 Target: Vulkan GPU - Model: vgg16 ms < Lower Is Better Ryzen 5 3600 Radeon VII x2 . 55.15 |=========================================== NCNN 20210525 Target: Vulkan GPU - Model: resnet18 ms < Lower Is Better Ryzen 5 3600 Radeon VII x2 . 15.85 |=========================================== NCNN 20210525 Target: Vulkan GPU - Model: alexnet ms < Lower Is Better Ryzen 5 3600 Radeon VII x2 . 12.67 |=========================================== NCNN 20210525 Target: Vulkan GPU - Model: resnet50 ms < Lower Is Better Ryzen 5 3600 Radeon VII x2 . 27.36 |=========================================== NCNN 20210525 Target: Vulkan GPU - Model: yolov4-tiny ms < Lower Is Better Ryzen 5 3600 Radeon VII x2 . 26.04 |=========================================== NCNN 20210525 Target: Vulkan GPU - Model: squeezenet_ssd ms < Lower Is Better Ryzen 5 3600 Radeon VII x2 . 21.74 |=========================================== NCNN 20210525 Target: Vulkan GPU - Model: regnety_400m ms < Lower Is Better Ryzen 5 3600 Radeon VII x2 . 9.55 |============================================ TNN 0.3 Target: CPU - Model: DenseNet ms < Lower Is Better Ryzen 5 3600 Radeon VII x2 . 3430.45 |========================================= TNN 0.3 Target: CPU - Model: MobileNet v2 ms < Lower Is Better Ryzen 5 3600 Radeon VII x2 . 286.00 |========================================== TNN 0.3 Target: CPU - Model: SqueezeNet v2 ms < Lower Is Better Ryzen 5 3600 Radeon VII x2 . 68.66 |=========================================== TNN 0.3 Target: CPU - Model: SqueezeNet v1.1 ms < Lower Is Better Ryzen 5 3600 Radeon VII x2 . 253.88 |========================================== PlaidML FP16: No - Mode: Inference - Network: VGG16 - Device: CPU FPS > Higher Is Better Ryzen 5 3600 Radeon VII x2 . 11.87 |=========================================== PlaidML FP16: No - Mode: Inference - Network: ResNet 50 - Device: CPU FPS > Higher Is Better Ryzen 5 3600 Radeon VII x2 . 6.60 |============================================ ONNX Runtime 1.6 Model: yolov4 - Device: OpenMP CPU Inferences Per Minute > Higher Is Better Ryzen 5 3600 Radeon VII x2 . 297 |============================================= ONNX Runtime 1.6 Model: fcn-resnet101-11 - Device: OpenMP CPU Inferences Per Minute > Higher Is Better Ryzen 5 3600 Radeon VII x2 . 56 |============================================== ONNX Runtime 1.6 Model: shufflenet-v2-10 - Device: OpenMP CPU Inferences Per Minute > Higher Is Better Ryzen 5 3600 Radeon VII x2 . 14032 |=========================================== ONNX Runtime 1.6 Model: super-resolution-10 - Device: OpenMP CPU Inferences Per Minute > Higher Is Better Ryzen 5 3600 Radeon VII x2 . 4256 |============================================ Mlpack Benchmark Benchmark: scikit_svm Seconds < Lower Is Better Ryzen 5 3600 Radeon VII x2 . 24.06 |=========================================== Mlpack Benchmark Benchmark: scikit_linearridgeregression Seconds < Lower Is Better Ryzen 5 3600 Radeon VII x2 . 192.73 |========================================== Scikit-Learn 0.22.1 Seconds < Lower Is Better Ryzen 5 3600 Radeon VII x2 . 109.48 |==========================================