Vulkan Compute

AMD Ryzen 5 3600 6-Core testing with a Gigabyte X570 AORUS PRO (F34 BIOS) and AMD Radeon VII on ManjaroLinux 21.1.0 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 2108171-IB-2107307PT42
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NVIDIA RTX 3060
July 30 2021
  2 Hours, 55 Minutes
Radeon VII
August 17 2021
  2 Hours, 50 Minutes
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NVIDIA RTX 3060

Processor: AMD Ryzen 9 5900X 12-Core @ 3.70GHz (12 Cores / 24 Threads), Motherboard: ASUS ROG CROSSHAIR VIII HERO (3501 BIOS), Chipset: AMD Starship/Matisse, Memory: 16GB, Disk: 1000GB Sabrent Rocket 4.0 Plus + 2000GB, Graphics: eVGA NVIDIA GeForce RTX 3060 12GB, Audio: NVIDIA Device 228e, Monitor: ASUS VP28U, Network: Realtek RTL8125 2.5GbE + Intel I211

OS: Ubuntu 21.04, Kernel: 5.11.0-25-generic (x86_64), Desktop: GNOME Shell 3.38.4, Display Server: X Server 1.20.11, Display Driver: NVIDIA 470.57.02, OpenGL: 4.6.0, Vulkan: 1.2.175, Compiler: GCC 10.3.0, File-System: ext4, Screen Resolution: 3840x2160

Kernel Notes: Transparent Huge Pages: madvise
Compiler Notes: --build=x86_64-linux-gnu --disable-vtable-verify --disable-werror --enable-bootstrap --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++,m2 --enable-libphobos-checking=release --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-link-mutex --enable-multiarch --enable-multilib --enable-nls --enable-objc-gc=auto --enable-offload-targets=nvptx-none=/build/gcc-10-gDeRY6/gcc-10-10.3.0/debian/tmp-nvptx/usr,amdgcn-amdhsa=/build/gcc-10-gDeRY6/gcc-10-10.3.0/debian/tmp-gcn/usr,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-build-config=bootstrap-lto-lean --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 Notes: Scaling Governor: acpi-cpufreq performance (Boost: Enabled) - CPU Microcode: 0xa201009
Security Notes: 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: always-on RSB filling + srbds: Not affected + tsx_async_abort: Not affected

Radeon VII

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 (1801/1000MHz), Audio: AMD Vega 20 HDMI Audio, Network: Intel I211 + Intel Wi-Fi 6 AX200

OS: ManjaroLinux 21.1.0, Kernel: 5.14.0-1-MANJARO (x86_64), Display Server: X Server 1.20.13, OpenGL: 4.6 Mesa 21.1.6 (LLVM 12.0.1), OpenCL: OpenCL 2.0 AMD-APP.dbg (3305.0), Vulkan: 1.2.174, Compiler: GCC 11.1.0 + Clang 12.0.1 + CUDA 11.4, File-System: f2fs, Screen Resolution: 2560x1440

Kernel Notes: amdgpu.ppfeaturemask=0xffffffff - Transparent Huge Pages: madvise
Compiler Notes: --disable-libssp --disable-libstdcxx-pch --disable-libunwind-exceptions --disable-werror --enable-__cxa_atexit --enable-cet=auto --enable-checking=release --enable-clocale=gnu --enable-default-pie --enable-default-ssp --enable-gnu-indirect-function --enable-gnu-unique-object --enable-install-libiberty --enable-languages=c,c++,ada,fortran,go,lto,objc,obj-c++,d --enable-lto --enable-multilib --enable-plugin --enable-shared --enable-threads=posix --mandir=/usr/share/man --with-isl --with-linker-hash-style=gnu
Processor Notes: Scaling Governor: acpi-cpufreq schedutil (Boost: Enabled) - CPU Microcode: 0x8701021
Graphics Notes: GLAMOR
Security Notes: 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: conditional RSB filling + srbds: Not affected + tsx_async_abort: Not affected

Vulkan ComputeProcessorMotherboardChipsetMemoryDiskGraphicsAudioMonitorNetworkOSKernelDesktopDisplay ServerDisplay DriverOpenGLVulkanCompilerFile-SystemScreen ResolutionOpenCLNVIDIA RTX 3060Radeon VIIAMD Ryzen 9 5900X 12-Core @ 3.70GHz (12 Cores / 24 Threads)ASUS ROG CROSSHAIR VIII HERO (3501 BIOS)AMD Starship/Matisse16GB1000GB Sabrent Rocket 4.0 Plus + 2000GBeVGA NVIDIA GeForce RTX 3060 12GBNVIDIA Device 228eASUS VP28URealtek RTL8125 2.5GbE + Intel I211Ubuntu 21.045.11.0-25-generic (x86_64)GNOME Shell 3.38.4X Server 1.20.11NVIDIA 470.57.024.6.01.2.175GCC 10.3.0ext43840x2160AMD Ryzen 5 3600 6-Core @ 3.60GHz (6 Cores / 12 Threads)Gigabyte X570 AORUS PRO (F34 BIOS)32GB1000GB Sabrent Rocket 4.0 1TB + 240GB SanDisk SDSSDA24 + 256GB SanDisk SD8SN8U2 + 0GB Multiple ReaderAMD Radeon VII (1801/1000MHz)AMD Vega 20 HDMI AudioIntel I211 + Intel Wi-Fi 6 AX200ManjaroLinux 21.1.05.14.0-1-MANJARO (x86_64)X Server 1.20.134.6 Mesa 21.1.6 (LLVM 12.0.1)OpenCL 2.0 AMD-APP.dbg (3305.0)1.2.174GCC 11.1.0 + Clang 12.0.1 + CUDA 11.4f2fs2560x1440OpenBenchmarking.orgKernel Details- NVIDIA RTX 3060: Transparent Huge Pages: madvise- Radeon VII: amdgpu.ppfeaturemask=0xffffffff - Transparent Huge Pages: madviseCompiler Details- NVIDIA RTX 3060: --build=x86_64-linux-gnu --disable-vtable-verify --disable-werror --enable-bootstrap --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++,m2 --enable-libphobos-checking=release --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-link-mutex --enable-multiarch --enable-multilib --enable-nls --enable-objc-gc=auto --enable-offload-targets=nvptx-none=/build/gcc-10-gDeRY6/gcc-10-10.3.0/debian/tmp-nvptx/usr,amdgcn-amdhsa=/build/gcc-10-gDeRY6/gcc-10-10.3.0/debian/tmp-gcn/usr,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-build-config=bootstrap-lto-lean --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 - Radeon VII: --disable-libssp --disable-libstdcxx-pch --disable-libunwind-exceptions --disable-werror --enable-__cxa_atexit --enable-cet=auto --enable-checking=release --enable-clocale=gnu --enable-default-pie --enable-default-ssp --enable-gnu-indirect-function --enable-gnu-unique-object --enable-install-libiberty --enable-languages=c,c++,ada,fortran,go,lto,objc,obj-c++,d --enable-lto --enable-multilib --enable-plugin --enable-shared --enable-threads=posix --mandir=/usr/share/man --with-isl --with-linker-hash-style=gnu Processor Details- NVIDIA RTX 3060: Scaling Governor: acpi-cpufreq performance (Boost: Enabled) - CPU Microcode: 0xa201009- Radeon VII: Scaling Governor: acpi-cpufreq schedutil (Boost: Enabled) - CPU Microcode: 0x8701021Security Details- NVIDIA RTX 3060: 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: always-on RSB filling + srbds: Not affected + tsx_async_abort: Not affected - Radeon VII: 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: conditional RSB filling + srbds: Not affected + tsx_async_abort: Not affected Graphics Details- Radeon VII: GLAMOR

NVIDIA RTX 3060 vs. Radeon VII ComparisonPhoronix Test SuiteBaseline+363.2%+363.2%+726.4%+726.4%+1089.6%+1089.6%1452.7%1433.3%94.8%87.2%50.9%46.5%34.1%33.1%21.3%Vulkan GPU - resnet18726.9%Vulkan GPU - vgg16658.2%Vulkan GPU - resnet50572.6%Vulkan GPU - alexnet512.9%Vulkan GPU - squeezenet_ssd348.2%Vulkan GPU - regnety_400m298%Vulkan GPU - yolov4-tiny258.1%Vulkan GPU - mobilenet254.5%Vulkan GPU - googlenet249.4%Vulkan GPU - shufflenet-v2162.6%Vulkan GPU-v2-v2 - mobilenet-v2157.4%Vulkan GPU - efficientnet-b0117.2%Vulkan GPU - mnasnet107.8%Vulkan GPU-v3-v3 - mobilenet-v3103.7%Vulkan GPU - blazeface101%fp64-vec4fp64-scalarfp32-scalarint16-vec4int32-vec460.5%int32-scalar56.1%fp16-vec4int16-scalarfp32-vec44x - Yes4x - No2x - 3 - Yes15.2%fp16-scalar3.5%NCNNNCNNNCNNNCNNNCNNNCNNNCNNNCNNNCNNNCNNNCNNNCNNNCNNNCNNNCNNvkpeakvkpeakvkpeakvkpeakvkpeakvkpeakvkpeakvkpeakvkpeakRealSR-NCNNRealSR-NCNNWaifu2x-NCNN VulkanvkpeakNVIDIA RTX 3060Radeon VII

Vulkan Computevkpeak: fp32-scalarvkpeak: fp32-vec4vkpeak: fp16-scalarvkpeak: fp16-vec4vkpeak: fp64-scalarvkpeak: fp64-vec4vkpeak: int32-scalarvkpeak: int32-vec4vkpeak: int16-scalarvkpeak: int16-vec4realsr-ncnn: 4x - Norealsr-ncnn: 4x - Yeswaifu2x-ncnn: 2x - 3 - Yesvkfft: vkresample: 2x - Singlencnn: Vulkan GPU - mobilenetncnn: Vulkan GPU-v2-v2 - mobilenet-v2ncnn: Vulkan GPU-v3-v3 - mobilenet-v3ncnn: Vulkan GPU - shufflenet-v2ncnn: Vulkan GPU - mnasnetncnn: Vulkan GPU - efficientnet-b0ncnn: Vulkan GPU - blazefacencnn: Vulkan GPU - googlenetncnn: Vulkan GPU - vgg16ncnn: Vulkan GPU - alexnetncnn: Vulkan GPU - resnet50ncnn: Vulkan GPU - yolov4-tinyncnn: Vulkan GPU - squeezenet_ssdncnn: Vulkan GPU - regnety_400mncnn: Vulkan GPU - resnet18NVIDIA RTX 3060Radeon VII6829.759079.506849.6413242.60214.25214.296830.286766.464480.115957.5210.50567.9034.9742733723.1494.571.952.181.742.043.250.984.277.32.104.197.214.882.441.9313306.1312171.116619.5119985.453285.043327.364374.344216.746562.7411149.718.65851.0335.73116.205.024.444.574.247.061.9714.9255.3512.8728.1825.8221.879.7115.96OpenBenchmarking.org

vkpeak

Vkpeak is a Vulkan compute benchmark inspired by OpenCL's clpeak. Vkpeak provides Vulkan compute performance measurements for FP16 / FP32 / FP64 / INT16 / INT32 scalar and vec4 performance. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgGFLOPS, More Is Bettervkpeak 20210424fp32-scalarRadeon VIINVIDIA RTX 30603K6K9K12K15KSE +/- 139.79, N = 3SE +/- 10.62, N = 313306.136829.75
OpenBenchmarking.orgGFLOPS, More Is Bettervkpeak 20210424fp32-scalarRadeon VIINVIDIA RTX 30602K4K6K8K10KMin: 13061.44 / Avg: 13306.13 / Max: 13545.6Min: 6808.54 / Avg: 6829.75 / Max: 6841.32

OpenBenchmarking.orgGFLOPS, More Is Bettervkpeak 20210424fp32-vec4Radeon VIINVIDIA RTX 30603K6K9K12K15KSE +/- 255.84, N = 3SE +/- 0.30, N = 312171.119079.50
OpenBenchmarking.orgGFLOPS, More Is Bettervkpeak 20210424fp32-vec4Radeon VIINVIDIA RTX 30602K4K6K8K10KMin: 11772.61 / Avg: 12171.11 / Max: 12648.33Min: 9079.1 / Avg: 9079.5 / Max: 9080.09

OpenBenchmarking.orgGFLOPS, More Is Bettervkpeak 20210424fp16-scalarRadeon VIINVIDIA RTX 306015003000450060007500SE +/- 43.13, N = 3SE +/- 17.95, N = 36619.516849.64
OpenBenchmarking.orgGFLOPS, More Is Bettervkpeak 20210424fp16-scalarRadeon VIINVIDIA RTX 306012002400360048006000Min: 6539.34 / Avg: 6619.51 / Max: 6687.19Min: 6813.76 / Avg: 6849.64 / Max: 6868.53

OpenBenchmarking.orgGFLOPS, More Is Bettervkpeak 20210424fp16-vec4Radeon VIINVIDIA RTX 30604K8K12K16K20KSE +/- 540.60, N = 3SE +/- 2.31, N = 319985.4513242.60
OpenBenchmarking.orgGFLOPS, More Is Bettervkpeak 20210424fp16-vec4Radeon VIINVIDIA RTX 30603K6K9K12K15KMin: 19151.86 / Avg: 19985.45 / Max: 20998.57Min: 13239.29 / Avg: 13242.6 / Max: 13247.05

OpenBenchmarking.orgGFLOPS, More Is Bettervkpeak 20210424fp64-scalarRadeon VIINVIDIA RTX 30607001400210028003500SE +/- 61.71, N = 3SE +/- 0.03, N = 33285.04214.25
OpenBenchmarking.orgGFLOPS, More Is Bettervkpeak 20210424fp64-scalarRadeon VIINVIDIA RTX 30606001200180024003000Min: 3196.27 / Avg: 3285.04 / Max: 3403.68Min: 214.2 / Avg: 214.25 / Max: 214.31

OpenBenchmarking.orgGFLOPS, More Is Bettervkpeak 20210424fp64-vec4Radeon VIINVIDIA RTX 30607001400210028003500SE +/- 56.99, N = 3SE +/- 0.01, N = 33327.36214.29
OpenBenchmarking.orgGFLOPS, More Is Bettervkpeak 20210424fp64-vec4Radeon VIINVIDIA RTX 30606001200180024003000Min: 3246.39 / Avg: 3327.36 / Max: 3437.31Min: 214.27 / Avg: 214.29 / Max: 214.32

OpenBenchmarking.orgGIOPS, More Is Bettervkpeak 20210424int32-scalarRadeon VIINVIDIA RTX 306015003000450060007500SE +/- 85.69, N = 3SE +/- 0.58, N = 34374.346830.28
OpenBenchmarking.orgGIOPS, More Is Bettervkpeak 20210424int32-scalarRadeon VIINVIDIA RTX 306012002400360048006000Min: 4264.03 / Avg: 4374.34 / Max: 4543.08Min: 6829.54 / Avg: 6830.28 / Max: 6831.42

OpenBenchmarking.orgGIOPS, More Is Bettervkpeak 20210424int32-vec4Radeon VIINVIDIA RTX 306015003000450060007500SE +/- 71.24, N = 3SE +/- 17.45, N = 34216.746766.46
OpenBenchmarking.orgGIOPS, More Is Bettervkpeak 20210424int32-vec4Radeon VIINVIDIA RTX 306012002400360048006000Min: 4114.81 / Avg: 4216.74 / Max: 4353.92Min: 6748.89 / Avg: 6766.46 / Max: 6801.36

OpenBenchmarking.orgGIOPS, More Is Bettervkpeak 20210424int16-scalarRadeon VIINVIDIA RTX 306014002800420056007000SE +/- 58.06, N = 3SE +/- 0.29, N = 36562.744480.11
OpenBenchmarking.orgGIOPS, More Is Bettervkpeak 20210424int16-scalarRadeon VIINVIDIA RTX 306011002200330044005500Min: 6477.62 / Avg: 6562.74 / Max: 6673.7Min: 4479.74 / Avg: 4480.11 / Max: 4480.68

OpenBenchmarking.orgGIOPS, More Is Bettervkpeak 20210424int16-vec4Radeon VIINVIDIA RTX 30602K4K6K8K10KSE +/- 177.74, N = 3SE +/- 0.03, N = 311149.715957.52
OpenBenchmarking.orgGIOPS, More Is Bettervkpeak 20210424int16-vec4Radeon VIINVIDIA RTX 30602K4K6K8K10KMin: 10914.69 / Avg: 11149.71 / Max: 11498.18Min: 5957.48 / Avg: 5957.52 / Max: 5957.57

RealSR-NCNN

RealSR-NCNN is an NCNN neural network implementation of the RealSR project and accelerated using the Vulkan API. RealSR is the Real-World Super Resolution via Kernel Estimation and Noise Injection. NCNN is a high performance neural network inference framework optimized for mobile and other platforms developed by Tencent. This test profile times how long it takes to increase the resolution of a sample image by a scale of 4x with Vulkan. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterRealSR-NCNN 20200818Scale: 4x - TAA: NoRadeon VIINVIDIA RTX 30603691215SE +/- 0.054, N = 3SE +/- 0.003, N = 38.65810.505
OpenBenchmarking.orgSeconds, Fewer Is BetterRealSR-NCNN 20200818Scale: 4x - TAA: NoRadeon VIINVIDIA RTX 30603691215Min: 8.56 / Avg: 8.66 / Max: 8.74Min: 10.5 / Avg: 10.51 / Max: 10.51

OpenBenchmarking.orgSeconds, Fewer Is BetterRealSR-NCNN 20200818Scale: 4x - TAA: YesRadeon VIINVIDIA RTX 30601530456075SE +/- 0.33, N = 3SE +/- 0.06, N = 351.0367.90
OpenBenchmarking.orgSeconds, Fewer Is BetterRealSR-NCNN 20200818Scale: 4x - TAA: YesRadeon VIINVIDIA RTX 30601326395265Min: 50.37 / Avg: 51.03 / Max: 51.39Min: 67.79 / Avg: 67.9 / Max: 67.97

Waifu2x-NCNN Vulkan

Waifu2x-NCNN is an NCNN neural network implementation of the Waifu2x converter project and accelerated using the Vulkan API. NCNN is a high performance neural network inference framework optimized for mobile and other platforms developed by Tencent. This test profile times how long it takes to increase the resolution of a sample image with Vulkan. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterWaifu2x-NCNN Vulkan 20200818Scale: 2x - Denoise: 3 - TAA: YesRadeon VIINVIDIA RTX 30601.28952.5793.86855.1586.4475SE +/- 0.018, N = 3SE +/- 0.004, N = 35.7314.974
OpenBenchmarking.orgSeconds, Fewer Is BetterWaifu2x-NCNN Vulkan 20200818Scale: 2x - Denoise: 3 - TAA: YesRadeon VIINVIDIA RTX 3060246810Min: 5.7 / Avg: 5.73 / Max: 5.76Min: 4.97 / Avg: 4.97 / Max: 4.98

VkFFT

VkFFT is a Fast Fourier Transform (FFT) Library that is GPU accelerated by means of the Vulkan API. The VkFFT benchmark runs FFT performance differences of many different sizes before returning an overall benchmark score. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgBenchmark Score, More Is BetterVkFFT 1.1.1NVIDIA RTX 30606K12K18K24K30KSE +/- 308.54, N = 3273371. (CXX) g++ options: -O3 -pthread

VkResample

VkResample is a Vulkan-based image upscaling library based on VkFFT. The sample input file is upscaling a 4K image to 8K using Vulkan-based GPU acceleration. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgms, Fewer Is BetterVkResample 1.0Upscale: 2x - Precision: SingleNVIDIA RTX 3060612182430SE +/- 0.02, N = 323.151. (CXX) g++ options: -O3 -pthread

NCNN

NCNN is a high performance neural network inference framework optimized for mobile and other platforms developed by Tencent. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: Vulkan GPU - Model: mobilenetRadeon VIINVIDIA RTX 306048121620SE +/- 0.08, N = 3SE +/- 0.01, N = 316.204.57MIN: 15.73 / MAX: 24.99MIN: 4.52 / MAX: 4.921. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: Vulkan GPU - Model: mobilenetRadeon VIINVIDIA RTX 306048121620Min: 16.05 / Avg: 16.2 / Max: 16.3Min: 4.56 / Avg: 4.57 / Max: 4.581. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: Vulkan GPU-v2-v2 - Model: mobilenet-v2Radeon VIINVIDIA RTX 30601.12952.2593.38854.5185.6475SE +/- 0.02, N = 3SE +/- 0.00, N = 35.021.95MIN: 4.79 / MAX: 14.91MIN: 1.92 / MAX: 2.861. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: Vulkan GPU-v2-v2 - Model: mobilenet-v2Radeon VIINVIDIA RTX 3060246810Min: 4.99 / Avg: 5.02 / Max: 5.07Min: 1.94 / Avg: 1.95 / Max: 1.951. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: Vulkan GPU-v3-v3 - Model: mobilenet-v3Radeon VIINVIDIA RTX 30600.9991.9982.9973.9964.995SE +/- 0.02, N = 3SE +/- 0.00, N = 34.442.18MIN: 4.27 / MAX: 14.86MIN: 2.16 / MAX: 3.531. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: Vulkan GPU-v3-v3 - Model: mobilenet-v3Radeon VIINVIDIA RTX 3060246810Min: 4.41 / Avg: 4.44 / Max: 4.46Min: 2.18 / Avg: 2.18 / Max: 2.191. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: Vulkan GPU - Model: shufflenet-v2Radeon VIINVIDIA RTX 30601.02832.05663.08494.11325.1415SE +/- 0.06, N = 3SE +/- 0.00, N = 34.571.74MIN: 4.38 / MAX: 9.3MIN: 1.71 / MAX: 3.741. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: Vulkan GPU - Model: shufflenet-v2Radeon VIINVIDIA RTX 3060246810Min: 4.49 / Avg: 4.57 / Max: 4.68Min: 1.73 / Avg: 1.74 / Max: 1.741. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: Vulkan GPU - Model: mnasnetRadeon VIINVIDIA RTX 30600.9541.9082.8623.8164.77SE +/- 0.03, N = 3SE +/- 0.01, N = 34.242.04MIN: 4.1 / MAX: 9.74MIN: 2.02 / MAX: 4.461. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: Vulkan GPU - Model: mnasnetRadeon VIINVIDIA RTX 3060246810Min: 4.21 / Avg: 4.24 / Max: 4.31Min: 2.03 / Avg: 2.04 / Max: 2.051. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: Vulkan GPU - Model: efficientnet-b0Radeon VIINVIDIA RTX 3060246810SE +/- 0.11, N = 3SE +/- 0.01, N = 37.063.25MIN: 6.78 / MAX: 61.12MIN: 3.22 / MAX: 3.71. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: Vulkan GPU - Model: efficientnet-b0Radeon VIINVIDIA RTX 30603691215Min: 6.93 / Avg: 7.06 / Max: 7.28Min: 3.24 / Avg: 3.25 / Max: 3.261. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: Vulkan GPU - Model: blazefaceRadeon VIINVIDIA RTX 30600.44330.88661.32991.77322.2165SE +/- 0.05, N = 3SE +/- 0.00, N = 31.970.98MIN: 1.81 / MAX: 49.17MIN: 0.95 / MAX: 2.331. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: Vulkan GPU - Model: blazefaceRadeon VIINVIDIA RTX 3060246810Min: 1.91 / Avg: 1.97 / Max: 2.08Min: 0.98 / Avg: 0.98 / Max: 0.991. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: Vulkan GPU - Model: googlenetRadeon VIINVIDIA RTX 306048121620SE +/- 0.09, N = 3SE +/- 0.08, N = 314.924.27MIN: 14.55 / MAX: 20.51MIN: 3.95 / MAX: 15.211. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: Vulkan GPU - Model: googlenetRadeon VIINVIDIA RTX 306048121620Min: 14.8 / Avg: 14.92 / Max: 15.1Min: 4.18 / Avg: 4.27 / Max: 4.431. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: Vulkan GPU - Model: vgg16Radeon VIINVIDIA RTX 30601224364860SE +/- 0.11, N = 3SE +/- 0.00, N = 355.357.30MIN: 53.94 / MAX: 79.74MIN: 7.17 / MAX: 15.831. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: Vulkan GPU - Model: vgg16Radeon VIINVIDIA RTX 30601122334455Min: 55.23 / Avg: 55.35 / Max: 55.58Min: 7.3 / Avg: 7.3 / Max: 7.31. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: Vulkan GPU - Model: alexnetRadeon VIINVIDIA RTX 30603691215SE +/- 0.18, N = 3SE +/- 0.00, N = 312.872.10MIN: 12.33 / MAX: 18.08MIN: 2.07 / MAX: 4.521. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: Vulkan GPU - Model: alexnetRadeon VIINVIDIA RTX 306048121620Min: 12.52 / Avg: 12.87 / Max: 13.06Min: 2.09 / Avg: 2.1 / Max: 2.11. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: Vulkan GPU - Model: resnet50Radeon VIINVIDIA RTX 3060714212835SE +/- 0.65, N = 3SE +/- 0.01, N = 328.184.19MIN: 27.11 / MAX: 241.68MIN: 4.17 / MAX: 4.841. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: Vulkan GPU - Model: resnet50Radeon VIINVIDIA RTX 3060612182430Min: 27.5 / Avg: 28.18 / Max: 29.48Min: 4.18 / Avg: 4.19 / Max: 4.21. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: Vulkan GPU - Model: yolov4-tinyRadeon VIINVIDIA RTX 3060612182430SE +/- 0.08, N = 3SE +/- 0.01, N = 325.827.21MIN: 25.32 / MAX: 69.46MIN: 7.02 / MAX: 7.521. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: Vulkan GPU - Model: yolov4-tinyRadeon VIINVIDIA RTX 3060612182430Min: 25.68 / Avg: 25.82 / Max: 25.94Min: 7.2 / Avg: 7.21 / Max: 7.221. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: Vulkan GPU - Model: squeezenet_ssdRadeon VIINVIDIA RTX 3060510152025SE +/- 0.14, N = 3SE +/- 0.07, N = 321.874.88MIN: 21.28 / MAX: 43.29MIN: 4.67 / MAX: 10.311. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: Vulkan GPU - Model: squeezenet_ssdRadeon VIINVIDIA RTX 3060510152025Min: 21.59 / Avg: 21.87 / Max: 22.02Min: 4.78 / Avg: 4.88 / Max: 5.011. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: Vulkan GPU - Model: regnety_400mRadeon VIINVIDIA RTX 30603691215SE +/- 0.00, N = 3SE +/- 0.00, N = 39.712.44MIN: 9.48 / MAX: 16.28MIN: 2.41 / MAX: 3.441. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: Vulkan GPU - Model: regnety_400mRadeon VIINVIDIA RTX 30603691215Min: 9.71 / Avg: 9.71 / Max: 9.72Min: 2.43 / Avg: 2.44 / Max: 2.441. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: Vulkan GPU - Model: resnet18Radeon VIINVIDIA RTX 306048121620SE +/- 0.08, N = 3SE +/- 0.00, N = 215.961.93MIN: 15.56 / MAX: 23.83MIN: 1.91 / MAX: 2.251. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: Vulkan GPU - Model: resnet18Radeon VIINVIDIA RTX 306048121620Min: 15.81 / Avg: 15.96 / Max: 16.08Min: 1.93 / Avg: 1.93 / Max: 1.931. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread

NVIDIA RTX 3060

Processor: AMD Ryzen 9 5900X 12-Core @ 3.70GHz (12 Cores / 24 Threads), Motherboard: ASUS ROG CROSSHAIR VIII HERO (3501 BIOS), Chipset: AMD Starship/Matisse, Memory: 16GB, Disk: 1000GB Sabrent Rocket 4.0 Plus + 2000GB, Graphics: eVGA NVIDIA GeForce RTX 3060 12GB, Audio: NVIDIA Device 228e, Monitor: ASUS VP28U, Network: Realtek RTL8125 2.5GbE + Intel I211

OS: Ubuntu 21.04, Kernel: 5.11.0-25-generic (x86_64), Desktop: GNOME Shell 3.38.4, Display Server: X Server 1.20.11, Display Driver: NVIDIA 470.57.02, OpenGL: 4.6.0, Vulkan: 1.2.175, Compiler: GCC 10.3.0, File-System: ext4, Screen Resolution: 3840x2160

Kernel Notes: Transparent Huge Pages: madvise
Compiler Notes: --build=x86_64-linux-gnu --disable-vtable-verify --disable-werror --enable-bootstrap --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++,m2 --enable-libphobos-checking=release --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-link-mutex --enable-multiarch --enable-multilib --enable-nls --enable-objc-gc=auto --enable-offload-targets=nvptx-none=/build/gcc-10-gDeRY6/gcc-10-10.3.0/debian/tmp-nvptx/usr,amdgcn-amdhsa=/build/gcc-10-gDeRY6/gcc-10-10.3.0/debian/tmp-gcn/usr,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-build-config=bootstrap-lto-lean --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 Notes: Scaling Governor: acpi-cpufreq performance (Boost: Enabled) - CPU Microcode: 0xa201009
Security Notes: 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: always-on RSB filling + srbds: Not affected + tsx_async_abort: Not affected

Testing initiated at 30 July 2021 05:20 by user pts.

Radeon VII

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 (1801/1000MHz), Audio: AMD Vega 20 HDMI Audio, Network: Intel I211 + Intel Wi-Fi 6 AX200

OS: ManjaroLinux 21.1.0, Kernel: 5.14.0-1-MANJARO (x86_64), Display Server: X Server 1.20.13, OpenGL: 4.6 Mesa 21.1.6 (LLVM 12.0.1), OpenCL: OpenCL 2.0 AMD-APP.dbg (3305.0), Vulkan: 1.2.174, Compiler: GCC 11.1.0 + Clang 12.0.1 + CUDA 11.4, File-System: f2fs, Screen Resolution: 2560x1440

Kernel Notes: amdgpu.ppfeaturemask=0xffffffff - Transparent Huge Pages: madvise
Compiler Notes: --disable-libssp --disable-libstdcxx-pch --disable-libunwind-exceptions --disable-werror --enable-__cxa_atexit --enable-cet=auto --enable-checking=release --enable-clocale=gnu --enable-default-pie --enable-default-ssp --enable-gnu-indirect-function --enable-gnu-unique-object --enable-install-libiberty --enable-languages=c,c++,ada,fortran,go,lto,objc,obj-c++,d --enable-lto --enable-multilib --enable-plugin --enable-shared --enable-threads=posix --mandir=/usr/share/man --with-isl --with-linker-hash-style=gnu
Processor Notes: Scaling Governor: acpi-cpufreq schedutil (Boost: Enabled) - CPU Microcode: 0x8701021
Graphics Notes: GLAMOR
Security Notes: 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: conditional RSB filling + srbds: Not affected + tsx_async_abort: Not affected

Testing initiated at 17 August 2021 08:31 by user jranita.