AMD Ryzen 5 4500U testing with a LENOVO LNVNB161216 (EECN20WW BIOS) and AMD Renoir 512MB on Ubuntu 20.04 via the Phoronix Test Suite.
Compare your own system(s) to this result file with the
Phoronix Test Suite by running the command:
phoronix-test-suite benchmark 2010011-PTS-COMPAREB12 Compare Backends - Phoronix Test Suite Compare Backends AMD Ryzen 5 4500U testing with a LENOVO LNVNB161216 (EECN20WW BIOS) and AMD Renoir 512MB on Ubuntu 20.04 via the Phoronix Test Suite.
HTML result view exported from: https://openbenchmarking.org/result/2010011-PTS-COMPAREB12&grw&sor&rro .
Compare Backends Processor Motherboard Chipset Memory Disk Graphics Audio Network OS Kernel Desktop Display Server Display Driver OpenGL Vulkan Compiler File-System Screen Resolution AMDGPU LLVM ACO AMD Ryzen 5 4500U @ 2.38GHz (6 Cores) LENOVO LNVNB161216 (EECN20WW BIOS) AMD Renoir Root Complex 16GB 256GB SKHynix_HFM256GDHTNI-87A0B AMD Renoir 512MB (1500/400MHz) AMD Device 1637 Realtek RTL8822CE 802.11ac PCIe Ubuntu 20.04 5.8.10-050810-generic (x86_64) GNOME Shell 3.36.4 X Server 1.20.8 modesetting 1.20.8 4.6 Mesa 20.2.0 kisak-mesa PPA (LLVM 10.0.1) 1.2.131 GCC 9.3.0 + Clang 10.0.1-1~kisak~fTarget: ext4 1920x1080 OpenBenchmarking.org Environment Details - AMDGPU LLVM: RADV_DEBUG=llvm Compiler Details - --build=x86_64-linux-gnu --disable-vtable-verify --disable-werror --enable-checking=release --enable-clocale=gnu --enable-default-pie --enable-gnu-unique-object --enable-languages=c,ada,c++,go,brig,d,fortran,objc,obj-c++,gm2 --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-multiarch --enable-multilib --enable-nls --enable-objc-gc=auto --enable-offload-targets=nvptx-none,hsa --enable-plugin --enable-shared --enable-threads=posix --host=x86_64-linux-gnu --program-prefix=x86_64-linux-gnu- --target=x86_64-linux-gnu --with-abi=m64 --with-arch-32=i686 --with-default-libstdcxx-abi=new --with-gcc-major-version-only --with-multilib-list=m32,m64,mx32 --with-target-system-zlib=auto --with-tune=generic --without-cuda-driver -v Processor Details - Scaling Governor: acpi-cpufreq ondemand - CPU Microcode: 0x8600102 Security Details - itlb_multihit: Not affected + l1tf: Not affected + mds: Not affected + meltdown: Not affected + spec_store_bypass: Mitigation of SSB disabled via prctl and seccomp + spectre_v1: Mitigation of usercopy/swapgs barriers and __user pointer sanitization + spectre_v2: Mitigation of Full AMD retpoline IBPB: conditional IBRS_FW STIBP: disabled RSB filling + srbds: Not affected + tsx_async_abort: Not affected
Compare Backends ncnn: Vulkan GPU - squeezenet ncnn: Vulkan GPU - mobilenet ncnn: Vulkan GPU-v2-v2 - mobilenet-v2 ncnn: Vulkan GPU-v3-v3 - mobilenet-v3 ncnn: Vulkan GPU - shufflenet-v2 ncnn: Vulkan GPU - mnasnet ncnn: Vulkan GPU - efficientnet-b0 ncnn: Vulkan GPU - blazeface ncnn: Vulkan GPU - googlenet ncnn: Vulkan GPU - vgg16 ncnn: Vulkan GPU - resnet18 ncnn: Vulkan GPU - alexnet ncnn: Vulkan GPU - resnet50 ncnn: Vulkan GPU - yolov4-tiny realsr-ncnn: 4x - No AMDGPU LLVM ACO 60.01 41.20 13.93 14.88 8.72 14.84 26.41 3.06 45.16 359.80 43.99 41.14 93.96 88.69 413.052 24.06 18.16 5.20 6.20 4.05 5.15 13.21 1.88 11.89 60.75 9.29 14.02 19.21 32.07 85.445 OpenBenchmarking.org
NCNN Target: Vulkan GPU - Model: squeezenet OpenBenchmarking.org ms, Fewer Is Better NCNN 20200916 Target: Vulkan GPU - Model: squeezenet AMDGPU LLVM ACO 13 26 39 52 65 SE +/- 0.24, N = 3 SE +/- 0.07, N = 3 60.01 24.06 MIN: 56.01 / MAX: 82.48 MIN: 19.86 / MAX: 44.62 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
NCNN Target: Vulkan GPU - Model: mobilenet OpenBenchmarking.org ms, Fewer Is Better NCNN 20200916 Target: Vulkan GPU - Model: mobilenet AMDGPU LLVM ACO 9 18 27 36 45 SE +/- 0.26, N = 3 SE +/- 0.59, N = 3 41.20 18.16 MIN: 36.01 / MAX: 69.78 MIN: 12.79 / MAX: 42.22 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
NCNN Target: Vulkan GPU-v2-v2 - Model: mobilenet-v2 OpenBenchmarking.org ms, Fewer Is Better NCNN 20200916 Target: Vulkan GPU-v2-v2 - Model: mobilenet-v2 AMDGPU LLVM ACO 4 8 12 16 20 SE +/- 0.04, N = 3 SE +/- 0.07, N = 3 13.93 5.20 MIN: 13.54 / MAX: 14.75 MIN: 4.75 / MAX: 20.27 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
NCNN Target: Vulkan GPU-v3-v3 - Model: mobilenet-v3 OpenBenchmarking.org ms, Fewer Is Better NCNN 20200916 Target: Vulkan GPU-v3-v3 - Model: mobilenet-v3 AMDGPU LLVM ACO 4 8 12 16 20 SE +/- 0.06, N = 3 SE +/- 0.01, N = 3 14.88 6.20 MIN: 14.35 / MAX: 15.92 MIN: 5.74 / MAX: 6.86 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
NCNN Target: Vulkan GPU - Model: shufflenet-v2 OpenBenchmarking.org ms, Fewer Is Better NCNN 20200916 Target: Vulkan GPU - Model: shufflenet-v2 AMDGPU LLVM ACO 2 4 6 8 10 SE +/- 0.07, N = 3 SE +/- 0.01, N = 3 8.72 4.05 MIN: 8.18 / MAX: 9.77 MIN: 3.84 / MAX: 5.24 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
NCNN Target: Vulkan GPU - Model: mnasnet OpenBenchmarking.org ms, Fewer Is Better NCNN 20200916 Target: Vulkan GPU - Model: mnasnet AMDGPU LLVM ACO 4 8 12 16 20 SE +/- 0.03, N = 3 SE +/- 0.01, N = 3 14.84 5.15 MIN: 14.49 / MAX: 15.64 MIN: 4.81 / MAX: 8.18 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
NCNN Target: Vulkan GPU - Model: efficientnet-b0 OpenBenchmarking.org ms, Fewer Is Better NCNN 20200916 Target: Vulkan GPU - Model: efficientnet-b0 AMDGPU LLVM ACO 6 12 18 24 30 SE +/- 0.09, N = 3 SE +/- 0.11, N = 3 26.41 13.21 MIN: 25.85 / MAX: 27.61 MIN: 12.48 / MAX: 32.83 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
NCNN Target: Vulkan GPU - Model: blazeface OpenBenchmarking.org ms, Fewer Is Better NCNN 20200916 Target: Vulkan GPU - Model: blazeface AMDGPU LLVM ACO 0.6885 1.377 2.0655 2.754 3.4425 SE +/- 0.05, N = 3 SE +/- 0.04, N = 3 3.06 1.88 MIN: 2.83 / MAX: 10.7 MIN: 1.62 / MAX: 9.07 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
NCNN Target: Vulkan GPU - Model: googlenet OpenBenchmarking.org ms, Fewer Is Better NCNN 20200916 Target: Vulkan GPU - Model: googlenet AMDGPU LLVM ACO 10 20 30 40 50 SE +/- 0.03, N = 3 SE +/- 0.06, N = 3 45.16 11.89 MIN: 44.68 / MAX: 67.37 MIN: 11.19 / MAX: 31.35 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
NCNN Target: Vulkan GPU - Model: vgg16 OpenBenchmarking.org ms, Fewer Is Better NCNN 20200916 Target: Vulkan GPU - Model: vgg16 AMDGPU LLVM ACO 80 160 240 320 400 SE +/- 0.01, N = 3 SE +/- 0.13, N = 3 359.80 60.75 MIN: 358.11 / MAX: 361.96 MIN: 59.53 / MAX: 98.45 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
NCNN Target: Vulkan GPU - Model: resnet18 OpenBenchmarking.org ms, Fewer Is Better NCNN 20200916 Target: Vulkan GPU - Model: resnet18 AMDGPU LLVM ACO 10 20 30 40 50 SE +/- 0.01, N = 3 SE +/- 0.16, N = 3 43.99 9.29 MIN: 43.11 / MAX: 65.82 MIN: 8.44 / MAX: 28.47 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
NCNN Target: Vulkan GPU - Model: alexnet OpenBenchmarking.org ms, Fewer Is Better NCNN 20200916 Target: Vulkan GPU - Model: alexnet AMDGPU LLVM ACO 9 18 27 36 45 SE +/- 0.14, N = 3 SE +/- 0.04, N = 3 41.14 14.02 MIN: 38.17 / MAX: 63.98 MIN: 13.63 / MAX: 32.6 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
NCNN Target: Vulkan GPU - Model: resnet50 OpenBenchmarking.org ms, Fewer Is Better NCNN 20200916 Target: Vulkan GPU - Model: resnet50 AMDGPU LLVM ACO 20 40 60 80 100 SE +/- 0.01, N = 3 SE +/- 0.08, N = 3 93.96 19.21 MIN: 92.81 / MAX: 95.16 MIN: 18.45 / MAX: 40.97 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
NCNN Target: Vulkan GPU - Model: yolov4-tiny OpenBenchmarking.org ms, Fewer Is Better NCNN 20200916 Target: Vulkan GPU - Model: yolov4-tiny AMDGPU LLVM ACO 20 40 60 80 100 SE +/- 0.28, N = 3 SE +/- 0.55, N = 3 88.69 32.07 MIN: 82 / MAX: 113.9 MIN: 26.4 / MAX: 54.95 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
RealSR-NCNN Scale: 4x - TAA: No OpenBenchmarking.org Seconds, Fewer Is Better RealSR-NCNN 20200818 Scale: 4x - TAA: No AMDGPU LLVM ACO 90 180 270 360 450 SE +/- 0.10, N = 3 SE +/- 0.06, N = 3 413.05 85.45
Phoronix Test Suite v10.8.4