NVIDIA Linux GPU Benchmarks 2021

Various NVIDIA GPU benchmarks by Michael Larabel.

Compare your own system(s) to this result file with the Phoronix Test Suite by running the command: phoronix-test-suite benchmark 2103059-HA-2102085PT77
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CPU Massive 2 Tests
Creator Workloads 4 Tests
Multi-Core 2 Tests
NVIDIA GPU Compute 13 Tests
Renderers 2 Tests
Vulkan Compute 5 Tests

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Date
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  Test
  Duration
GTX 1080
February 08 2021
  2 Hours, 13 Minutes
RTX 2060
February 07 2021
  2 Hours, 2 Minutes
RTX 2060 SUPER
February 06 2021
  1 Hour, 51 Minutes
RTX 2070
February 07 2021
  1 Hour, 56 Minutes
RTX 2070 SUPER
February 06 2021
  1 Hour, 48 Minutes
RTX 2080
February 07 2021
  2 Hours
RTX 2080 SUPER
February 07 2021
  1 Hour, 49 Minutes
RTX 2080 Ti
February 07 2021
  1 Hour, 37 Minutes
TITAN RTX
February 07 2021
  1 Hour, 51 Minutes
RTX 3060 Ti
February 07 2021
  1 Hour, 41 Minutes
RTX 3080
February 06 2021
  1 Hour, 35 Minutes
RTX 3090
March 05 2021
  26 Minutes
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  1 Hour, 44 Minutes

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NVIDIA Linux GPU Benchmarks 2021ProcessorMotherboardChipsetMemoryDiskGraphicsAudioMonitorNetworkOSKernelDesktopDisplay ServerDisplay DriverOpenGLOpenCLVulkanCompilerFile-SystemScreen ResolutionGTX 1080RTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060 TiRTX 3080RTX 3090AMD Ryzen 9 5950X 16-Core @ 3.40GHz (16 Cores / 32 Threads)ASUS ROG CROSSHAIR VIII HERO (WI-FI) (3202 BIOS)AMD Starship/Matisse32GB2000GB Corsair Force MP600 + 2000GBNVIDIA GeForce GTX 1080 8GB (1607/5005MHz)NVIDIA GP104 HD AudioASUS MG28URealtek RTL8125 2.5GbE + Intel I211 + Intel Wi-Fi 6 AX200Ubuntu 20.105.8.0-41-generic (x86_64)GNOME Shell 3.38.2X Server 1.20.9NVIDIA 460.394.6.0OpenCL 1.2 CUDA 11.2.1361.2.155GCC 10.2.0 + Clang 11.0.1-1~oibaf~gext43840x2160NVIDIA GeForce RTX 2060 6GB (1365/7000MHz)NVIDIA TU106 HD AudioNVIDIA GeForce RTX 2060 SUPER 8GB (390/405MHz)ASUS NVIDIA GeForce RTX 2070 8GB (1410/7000MHz)NVIDIA GeForce RTX 2070 SUPER 8GB (1605/7000MHz)NVIDIA TU104 HD AudioZotac NVIDIA GeForce RTX 2080 8GB (1515/7000MHz)NVIDIA GeForce RTX 2080 SUPER 8GB (1650/7750MHz)NVIDIA GeForce RTX 2080 Ti 11GB (1350/7000MHz)NVIDIA TU102 HD AudioNVIDIA TITAN RTX 24GB (390/405MHz)NVIDIA GeForce RTX 3060 Ti 8GB (375/5000MHz)NVIDIA Device 228bNVIDIA GeForce RTX 3080 10GB (1710/9501MHz)NVIDIA Device 1aefAMD Ryzen Threadripper 3960X 24-Core @ 3.80GHz (24 Cores / 48 Threads)ASRock TRX40 Creator v1 (P1.74A BIOS)64GB1000GB PNY CS3030 1TB SSDZotac NVIDIA GeForce RTX 3090 24GBE241-A1Aquantia AQC107 NBase-T/IEEE + Realtek RTL8125 2.5GbE + Intel Wi-Fi 6 AX200Ubuntu 20.045.8.0-44-generic (x86_64)GNOME Shell 3.36.4GCC 9.3.0 + CUDA 11.11920x1080OpenBenchmarking.orgKernel Details- Transparent Huge Pages: madviseCompiler Details- GTX 1080: --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++,m2 --enable-libphobos-checking=release --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-multiarch --enable-multilib --enable-nls --enable-objc-gc=auto --enable-offload-targets=nvptx-none=/build/gcc-10-JvwpWM/gcc-10-10.2.0/debian/tmp-nvptx/usr,amdgcn-amdhsa=/build/gcc-10-JvwpWM/gcc-10-10.2.0/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-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- RTX 2060: --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++,m2 --enable-libphobos-checking=release --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-multiarch --enable-multilib --enable-nls --enable-objc-gc=auto --enable-offload-targets=nvptx-none=/build/gcc-10-JvwpWM/gcc-10-10.2.0/debian/tmp-nvptx/usr,amdgcn-amdhsa=/build/gcc-10-JvwpWM/gcc-10-10.2.0/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-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- RTX 2060 SUPER: --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++,m2 --enable-libphobos-checking=release --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-multiarch --enable-multilib --enable-nls --enable-objc-gc=auto --enable-offload-targets=nvptx-none=/build/gcc-10-JvwpWM/gcc-10-10.2.0/debian/tmp-nvptx/usr,amdgcn-amdhsa=/build/gcc-10-JvwpWM/gcc-10-10.2.0/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-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- RTX 2070: --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++,m2 --enable-libphobos-checking=release --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-multiarch --enable-multilib --enable-nls --enable-objc-gc=auto --enable-offload-targets=nvptx-none=/build/gcc-10-JvwpWM/gcc-10-10.2.0/debian/tmp-nvptx/usr,amdgcn-amdhsa=/build/gcc-10-JvwpWM/gcc-10-10.2.0/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-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- RTX 2070 SUPER: --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++,m2 --enable-libphobos-checking=release --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-multiarch --enable-multilib --enable-nls --enable-objc-gc=auto --enable-offload-targets=nvptx-none=/build/gcc-10-JvwpWM/gcc-10-10.2.0/debian/tmp-nvptx/usr,amdgcn-amdhsa=/build/gcc-10-JvwpWM/gcc-10-10.2.0/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-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- RTX 2080: --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++,m2 --enable-libphobos-checking=release --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-multiarch --enable-multilib --enable-nls --enable-objc-gc=auto --enable-offload-targets=nvptx-none=/build/gcc-10-JvwpWM/gcc-10-10.2.0/debian/tmp-nvptx/usr,amdgcn-amdhsa=/build/gcc-10-JvwpWM/gcc-10-10.2.0/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-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- RTX 2080 SUPER: --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++,m2 --enable-libphobos-checking=release --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-multiarch --enable-multilib --enable-nls --enable-objc-gc=auto --enable-offload-targets=nvptx-none=/build/gcc-10-JvwpWM/gcc-10-10.2.0/debian/tmp-nvptx/usr,amdgcn-amdhsa=/build/gcc-10-JvwpWM/gcc-10-10.2.0/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-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- RTX 2080 Ti: --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++,m2 --enable-libphobos-checking=release --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-multiarch --enable-multilib --enable-nls --enable-objc-gc=auto --enable-offload-targets=nvptx-none=/build/gcc-10-JvwpWM/gcc-10-10.2.0/debian/tmp-nvptx/usr,amdgcn-amdhsa=/build/gcc-10-JvwpWM/gcc-10-10.2.0/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-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- TITAN RTX: --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++,m2 --enable-libphobos-checking=release --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-multiarch --enable-multilib --enable-nls --enable-objc-gc=auto --enable-offload-targets=nvptx-none=/build/gcc-10-JvwpWM/gcc-10-10.2.0/debian/tmp-nvptx/usr,amdgcn-amdhsa=/build/gcc-10-JvwpWM/gcc-10-10.2.0/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-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- RTX 3060 Ti: --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++,m2 --enable-libphobos-checking=release --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-multiarch --enable-multilib --enable-nls --enable-objc-gc=auto --enable-offload-targets=nvptx-none=/build/gcc-10-JvwpWM/gcc-10-10.2.0/debian/tmp-nvptx/usr,amdgcn-amdhsa=/build/gcc-10-JvwpWM/gcc-10-10.2.0/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-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- RTX 3080: --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++,m2 --enable-libphobos-checking=release --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-multiarch --enable-multilib --enable-nls --enable-objc-gc=auto --enable-offload-targets=nvptx-none=/build/gcc-10-JvwpWM/gcc-10-10.2.0/debian/tmp-nvptx/usr,amdgcn-amdhsa=/build/gcc-10-JvwpWM/gcc-10-10.2.0/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-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- RTX 3090: --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=/build/gcc-9-HskZEa/gcc-9-9.3.0/debian/tmp-nvptx/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-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 -vProcessor Details- GTX 1080: Scaling Governor: acpi-cpufreq performance (Boost: Enabled) - CPU Microcode: 0xa201009- RTX 2060: Scaling Governor: acpi-cpufreq performance (Boost: Enabled) - CPU Microcode: 0xa201009- RTX 2060 SUPER: Scaling Governor: acpi-cpufreq performance (Boost: Enabled) - CPU Microcode: 0xa201009- RTX 2070: Scaling Governor: acpi-cpufreq performance (Boost: Enabled) - CPU Microcode: 0xa201009- RTX 2070 SUPER: Scaling Governor: acpi-cpufreq performance (Boost: Enabled) - CPU Microcode: 0xa201009- RTX 2080: Scaling Governor: acpi-cpufreq performance (Boost: Enabled) - CPU Microcode: 0xa201009- RTX 2080 SUPER: Scaling Governor: acpi-cpufreq performance (Boost: Enabled) - CPU Microcode: 0xa201009- RTX 2080 Ti: Scaling Governor: acpi-cpufreq performance (Boost: Enabled) - CPU Microcode: 0xa201009- TITAN RTX: Scaling Governor: acpi-cpufreq performance (Boost: Enabled) - CPU Microcode: 0xa201009- RTX 3060 Ti: Scaling Governor: acpi-cpufreq performance (Boost: Enabled) - CPU Microcode: 0xa201009- RTX 3080: Scaling Governor: acpi-cpufreq performance (Boost: Enabled) - CPU Microcode: 0xa201009- RTX 3090: Scaling Governor: acpi-cpufreq ondemand (Boost: Enabled) - CPU Microcode: 0x8301039OpenCL Details- GTX 1080: GPU Compute Cores: 2560- RTX 2060: GPU Compute Cores: 1920- RTX 2060 SUPER: GPU Compute Cores: 2176- RTX 2070: GPU Compute Cores: 2304- RTX 2070 SUPER: GPU Compute Cores: 2560- RTX 2080: GPU Compute Cores: 2944- RTX 2080 SUPER: GPU Compute Cores: 3072- RTX 2080 Ti: GPU Compute Cores: 4352- TITAN RTX: GPU Compute Cores: 4608- RTX 3060 Ti: GPU Compute Cores: 4864- RTX 3080: GPU Compute Cores: 8704- RTX 3090: GPU Compute Cores: 10496Python Details- GTX 1080, RTX 2060, RTX 2060 SUPER, RTX 2070, RTX 2070 SUPER, RTX 2080, RTX 2080 SUPER, RTX 2080 Ti, TITAN RTX, RTX 3060 Ti, RTX 3080: Python 3.8.6Security Details- GTX 1080: 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- RTX 2060: 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- RTX 2060 SUPER: 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- RTX 2070: 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- RTX 2070 SUPER: 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- RTX 2080: 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- RTX 2080 SUPER: 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- RTX 2080 Ti: 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- TITAN RTX: 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- RTX 3060 Ti: 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- RTX 3080: 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- RTX 3090: 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 STIBP: conditional RSB filling + srbds: Not affected + tsx_async_abort: Not affected

GTX 1080RTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060 TiRTX 3080RTX 3090Result OverviewPhoronix Test Suite100%213%326%438%551%HashcatRealSR-NCNNVkResampleVkFFTWaifu2x-NCNN Vulkan

NVIDIA Linux GPU Benchmarks 2021redshift: vkfft: octanebench: Total Scorefahbench: v-ray: NVIDIA CUDA GPUv-ray: NVIDIA RTX GPUindigobench: OpenCL GPU - Bedroomindigobench: OpenCL GPU - Supercarrealsr-ncnn: 4x - Yesrtiv: 3840 x 2160 - Cornell Boxvkresample: 2x - Doublertiv: 3840 x 2160 - Cornell Box + Lucyrtiv: 3840 x 2160 - Lucy In One Weekendrtiv: 2560 x 1440 - Cornell Box + Lucyrtiv: 2560 x 1440 - Lucy In One Weekendrtiv: 1920 x 1200 - Lucy In One Weekendrtiv: 1920 x 1200 - Cornell Box + Lucyrtiv: 1920 x 1080 - Lucy In One Weekendrtiv: 1920 x 1080 - Cornell Box + Lucyrtiv: 3840 x 2160 - Planets In One Weekendrtiv: 3840 x 2160 - Ray Tracing In One Weekendrtiv: 2560 x 1440 - Planets In One Weekendrtiv: 2560 x 1440 - Ray Tracing In One Weekendrtiv: 1920 x 1080 - Planets In One Weekendrtiv: 1920 x 1200 - Planets In One Weekendrtiv: 2560 x 1440 - Cornell Boxrtiv: 1920 x 1200 - Ray Tracing In One Weekendrtiv: 1920 x 1080 - Ray Tracing In One Weekendrtiv: 1920 x 1080 - Cornell Boxrtiv: 1920 x 1200 - Cornell Boxparaview: Many Spheres - 3840 x 2160paraview: Many Spheres - 3840 x 2160paraview: Many Spheres - 1920 x 1080paraview: Many Spheres - 1920 x 1080paraview: Wavelet Contour - 3840 x 2160paraview: Wavelet Contour - 3840 x 2160realsr-ncnn: 4x - Noparaview: Wavelet Contour - 1920 x 1080paraview: Wavelet Contour - 1920 x 1080betsy: ETC1 - Highestparaview: Wavelet Volume - 3840 x 2160paraview: Wavelet Volume - 3840 x 2160vkresample: 2x - Singlenamd-cuda: ATPase Simulation - 327,506 Atomsparaview: Wavelet Volume - 1920 x 1080paraview: Wavelet Volume - 1920 x 1080betsy: ETC2 RGB - Highestdarktable: Boat - OpenCLhashcat: SHA-512financebench: Monte-Carlo OpenCLhashcat: MD5hashcat: TrueCrypt RIPEMD160 + XTShashcat: SHA1waifu2x-ncnn: 2x - 3 - Yesdarktable: Server Room - OpenCLdarktable: Masskrug - OpenCLhashcat: 7-Zipdarktable: Server Rack - OpenCLfinancebench: Black-Scholes OpenCLGTX 1080RTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060 TiRTX 3080RTX 309074922178131.138381150.94503894.43613.900110.2331.47529253.6130.5225160.8709501.108821.789792.635531.591423.051301.960571.467881.427233.086593.001955.390644.822273.115074.682505.246305.473524.462784838.58548.265086.63750.741824.195175.0515.6572782.612267.029.2623126.137195.3829.8650.192827295.790455.9911.94214.6998632600001833.8902992401813333326626782788333336.3685.8895.9243640000.18511.09946923484195.070769184.15554736595.59118.40085.40212.10101344.5544.692175.624789.7716111.137416.254913.978518.794617.04588.129237.9870717.154316.857930.063926.757826.461526.175129.604245.997337.82973815.13538.063994.76539.851729.556165.9712.6442707.308259.796.8142503.964156.5027.0790.172136284.275392.7714.42610500333331059.8733322591670000031083382512666675.7715.7655.8514426670.19019.83237931000241.445325208.70754927337.39223.31175.75514.1848309.1855.976026.8720612.437313.756820.172517.845023.307021.83699.178868.9963319.334318.952633.888630.180929.887029.486133.208352.153442.93723748.65037.393824.55738.151859.637178.4511.5012862.737274.706.0322847.497177.9722.2340.158576827.820426.748.3941.7161187933333752.4139812928026666735120093417666675.2620.7232.1184955670.09716.48633337430922244.679189206.03214807137.39823.41974.52613.87085301.6826.087057.0164112.716113.993320.509018.082123.661122.17519.336779.1679719.629619.238134.401130.655630.492829.971733.798252.810943.66753833.35438.233904.56438.951835.925176.1711.1792838.805272.415.9142899.617181.2322.2040.156796920.261432.528.34214.4561213233333781.9416502994223333335836795160000005.2755.7765.8535039670.18216.09734832063261.261302232.77757859777.77624.70663.02016.7912262.2496.777177.9315314.103015.655022.790220.063526.275324.596410.826210.637122.745322.261239.982535.465435.275034.658739.143361.705950.73124407.22643.964499.12744.882299.463220.659.9013691.347354.215.4563288.286205.5219.4690.148237715.261482.207.3301.7091424200000816.00999035398166667426200111214666674.6890.7762.1565963670.09712.80434632463256.387918236.81457308927.64024.45860.26418.4929236.7866.927028.3453414.363416.325723.562820.370227.144424.855012.017211.757125.110424.592444.005339.065738.712038.201243.101667.930755.27154876.98948.655009.18749.972353.412225.839.4113833.358367.846.0983609.624225.6019.2980.150748027.874501.747.40714.7931531366667824.73567737693466667451667119952000004.6125.8926.0316251330.19312.16132834719262.843677257.98967429057.84525.32654.89520.3361217.3117.147848.8261614.870817.149824.589021.119728.447125.752913.146712.871927.512326.953848.345243.046342.880042.064947.523075.244661.68095323.26553.105446.21254.322616.200251.059.0104225.680405.495.2963853.392240.8317.7790.148948551.751534.486.8311.5911708433333843.45265742393033333520673134204000004.3470.7562.1696925000.09710.61024642152358.549904307.2028926124611.01233.23643.81627.5750155.74310.536912.467321.800524.371935.017831.024240.417837.786217.637017.307336.757136.079464.497057.429057.953556.239563.3046102.06084.00127296.59272.787469.29274.503059.954293.637.5064690.748450.113.8224935.743308.4814.7800.140849606.532600.415.0081.4852239266667649.82065855298100000657067177184333333.7760.7102.0848948670.0969.22623644769383.258253308.1555936129511.65035.28041.72928.8574148.61511.144013.087823.003125.597836.781932.643642.478139.903518.445518.105138.462437.724667.161759.953060.127658.745266.1316106.17087.471512083.863120.5313455.851134.223207.608307.807.2565660.407543.164.0464835.855302.2413.5330.140298346.175521.645.0431.4892351766667558.33099458078533333687067186088000003.8120.7232.1849474670.1058.75724035207383.44601235.61491180154611.42133.87653.80118.4933262.9379.399239.6355319.570719.556229.214327.966233.832634.178610.03169.8024621.067420.588636.835932.753038.754331.977236.072667.804155.39434458.32344.474490.52344.792315.521222.198.7033136.561300.985.1023473.398217.0917.6430.136647905.550494.106.85114.4841412733333463.01465832937166667427233110832666674.3605.8085.9035883670.19112.95716456583562.818641321.99861666218317.65046.40534.11431.9668148.00516.441316.431233.942233.054548.693948.429057.822359.092017.551217.135936.536235.618563.796957.148267.475955.541762.7312117.91997.19977680.53976.617841.29978.213478.835333.826.2505373.698515.653.3285430.654339.4211.2320.1329110606.699662.924.4161.2822420400000386.04699756039666667721867190988666673.4390.7062.0909905670.0957.3074022632.163128.2446.7859.3446055700000948385812501591300426803333333.8362166467OpenBenchmarking.org

RedShift Demo

This is a test of MAXON's RedShift demo build that currently requires NVIDIA GPU acceleration. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterRedShift Demo 3.0GTX 1080RTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060 TiRTX 3080160320480640800SE +/- 1.86, N = 3SE +/- 0.67, N = 3SE +/- 0.67, N = 3SE +/- 1.00, N = 3SE +/- 0.33, N = 3SE +/- 0.88, N = 3SE +/- 0.33, N = 3SE +/- 0.58, N = 3749469379374348346328246236240164

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 1.1.1GTX 1080RTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060 TiRTX 3080RTX 309012K24K36K48K60KSE +/- 2.85, N = 3SE +/- 2.08, N = 3SE +/- 4.98, N = 3SE +/- 42.58, N = 3SE +/- 134.01, N = 3SE +/- 6.36, N = 3SE +/- 9.33, N = 3SE +/- 109.70, N = 3SE +/- 58.29, N = 3SE +/- 90.17, N = 3SE +/- 23.59, N = 3SE +/- 401.18, N = 32217823484310003092232063324633471942152447693520756583402261. (CXX) g++ options: -O3 -pthread

OctaneBench

OctaneBench is a test of the OctaneRender on the GPU and requires the use of NVIDIA CUDA. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgScore, More Is BetterOctaneBench 2020.1Total ScoreGTX 1080RTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060 TiRTX 3080120240360480600131.14195.07241.45244.68261.26256.39262.84358.55383.26383.45562.82

FAHBench

FAHBench is a Folding@Home benchmark on the GPU. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgNs Per Day, More Is BetterFAHBench 2.3.2GTX 1080RTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060 TiRTX 308070140210280350SE +/- 0.20, N = 3SE +/- 0.37, N = 3SE +/- 0.46, N = 3SE +/- 0.44, N = 3SE +/- 0.78, N = 3SE +/- 1.14, N = 3SE +/- 0.56, N = 3SE +/- 0.96, N = 3SE +/- 0.79, N = 3SE +/- 0.56, N = 3SE +/- 0.54, N = 3150.95184.16208.71206.03232.78236.81257.99307.20308.16235.61322.00

Chaos Group V-RAY

This is a test of Chaos Group's V-RAY benchmark. V-RAY is a commercial renderer that can integrate with various creator software products like SketchUp and 3ds Max. The V-RAY benchmark is standalone and supports CPU and NVIDIA CUDA/RTX based rendering. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgvpaths, More Is BetterChaos Group V-RAY 5Mode: NVIDIA CUDA GPUGTX 1080RTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060 TiRTX 3080400800120016002000SE +/- 0.58, N = 3SE +/- 0.33, N = 3SE +/- 0.33, N = 3SE +/- 0.58, N = 3SE +/- 0.33, N = 3SE +/- 0.33, N = 3SE +/- 0.67, N = 338947349248078573074292693611801666

OpenBenchmarking.orgvrays, More Is BetterChaos Group V-RAY 5Mode: NVIDIA RTX GPURTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060 TiRTX 30805001000150020002500SE +/- 1.67, N = 3SE +/- 0.67, N = 3SE +/- 1.53, N = 3SE +/- 1.00, N = 3SE +/- 0.33, N = 3SE +/- 5.69, N = 36597337139778929051246129515462183

IndigoBench

This is a test of Indigo Renderer's IndigoBench benchmark. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgM samples/s, More Is BetterIndigoBench 4.4Acceleration: OpenCL GPU - Scene: BedroomGTX 1080RTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060 TiRTX 308048121620SE +/- 0.003, N = 3SE +/- 0.002, N = 3SE +/- 0.011, N = 3SE +/- 0.008, N = 3SE +/- 0.004, N = 3SE +/- 0.004, N = 3SE +/- 0.002, N = 3SE +/- 0.010, N = 3SE +/- 0.009, N = 3SE +/- 0.017, N = 3SE +/- 0.045, N = 34.4365.5917.3927.3987.7767.6407.84511.01211.65011.42117.650

OpenBenchmarking.orgM samples/s, More Is BetterIndigoBench 4.4Acceleration: OpenCL GPU - Scene: SupercarGTX 1080RTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060 TiRTX 30801122334455SE +/- 0.00, N = 3SE +/- 0.02, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.03, N = 3SE +/- 0.02, N = 3SE +/- 0.03, N = 3SE +/- 0.03, N = 3SE +/- 0.02, N = 313.9018.4023.3123.4224.7124.4625.3333.2435.2833.8846.41

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: YesGTX 1080RTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060 TiRTX 3080RTX 309020406080100SE +/- 0.11, N = 3SE +/- 0.33, N = 3SE +/- 0.30, N = 3SE +/- 0.48, N = 3SE +/- 0.27, N = 3SE +/- 0.32, N = 3SE +/- 0.16, N = 3SE +/- 0.23, N = 3SE +/- 0.21, N = 3SE +/- 0.12, N = 3SE +/- 0.09, N = 3SE +/- 0.06, N = 3110.2385.4075.7674.5363.0260.2654.9043.8241.7353.8034.1132.16

Ray Tracing In Vulkan

OpenBenchmarking.orgFPS, More Is BetterRay Tracing In Vulkan r6Resolution: 3840 x 2160 - Scene: Cornell BoxGTX 1080RTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060 TiRTX 3080714212835SE +/- 0.00019, N = 3SE +/- 0.49480, N = 12SE +/- 0.00110, N = 3SE +/- 0.66135, N = 12SE +/- 0.00040, N = 3SE +/- 0.05093, N = 3SE +/- 0.00101, N = 3SE +/- 0.01357, N = 3SE +/- 0.02235, N = 3SE +/- 0.01127, N = 3SE +/- 0.00613, N = 31.4752912.1010114.1848013.8708516.7912018.4929020.3361027.5750028.8574018.4933031.966801. (CXX) g++ options: -O3 -lbacktrace -lstdc++fs -lm -ldl -lpthread

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: DoubleGTX 1080RTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060 TiRTX 3080RTX 309070140210280350SE +/- 0.11, N = 3SE +/- 0.68, N = 3SE +/- 0.24, N = 3SE +/- 0.29, N = 3SE +/- 0.63, N = 3SE +/- 0.09, N = 3SE +/- 0.53, N = 3SE +/- 0.08, N = 3SE +/- 0.08, N = 3SE +/- 0.22, N = 3SE +/- 0.11, N = 3SE +/- 0.06, N = 3253.61344.55309.19301.68262.25236.79217.31155.74148.62262.94148.01128.241. (CXX) g++ options: -O3 -pthread

Ray Tracing In Vulkan

OpenBenchmarking.orgFPS, More Is BetterRay Tracing In Vulkan r6Resolution: 3840 x 2160 - Scene: Cornell Box + LucyGTX 1080RTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060 TiRTX 308048121620SE +/- 0.000066, N = 3SE +/- 0.012352, N = 3SE +/- 0.003742, N = 3SE +/- 0.004544, N = 3SE +/- 0.010810, N = 3SE +/- 0.004112, N = 3SE +/- 0.004454, N = 3SE +/- 0.006543, N = 3SE +/- 0.014988, N = 3SE +/- 0.010125, N = 3SE +/- 0.009711, N = 30.5225164.6921705.9760206.0870506.7771706.9270207.14784010.53690011.1440009.39923016.4413001. (CXX) g++ options: -O3 -lbacktrace -lstdc++fs -lm -ldl -lpthread

OpenBenchmarking.orgFPS, More Is BetterRay Tracing In Vulkan r6Resolution: 3840 x 2160 - Scene: Lucy In One WeekendGTX 1080RTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060 TiRTX 308048121620SE +/- 0.000045, N = 3SE +/- 0.001580, N = 3SE +/- 0.003200, N = 3SE +/- 0.003196, N = 3SE +/- 0.002273, N = 3SE +/- 0.006235, N = 3SE +/- 0.004421, N = 3SE +/- 0.008796, N = 3SE +/- 0.013070, N = 3SE +/- 0.019570, N = 3SE +/- 0.010300, N = 30.8709505.6247806.8720607.0164107.9315308.3453408.82616012.46730013.0878009.63553016.4312001. (CXX) g++ options: -O3 -lbacktrace -lstdc++fs -lm -ldl -lpthread

OpenBenchmarking.orgFPS, More Is BetterRay Tracing In Vulkan r6Resolution: 2560 x 1440 - Scene: Cornell Box + LucyGTX 1080RTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060 TiRTX 3080816243240SE +/- 0.00269, N = 3SE +/- 0.01758, N = 3SE +/- 0.02417, N = 3SE +/- 0.02099, N = 3SE +/- 0.00856, N = 3SE +/- 0.01420, N = 3SE +/- 0.00777, N = 3SE +/- 0.02332, N = 3SE +/- 0.00798, N = 3SE +/- 0.00765, N = 3SE +/- 0.01143, N = 31.108829.7716112.4373012.7161014.1030014.3634014.8708021.8005023.0031019.5707033.942201. (CXX) g++ options: -O3 -lbacktrace -lstdc++fs -lm -ldl -lpthread

OpenBenchmarking.orgFPS, More Is BetterRay Tracing In Vulkan r6Resolution: 2560 x 1440 - Scene: Lucy In One WeekendGTX 1080RTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060 TiRTX 3080816243240SE +/- 0.00047, N = 3SE +/- 0.00015, N = 3SE +/- 0.00228, N = 3SE +/- 0.00613, N = 3SE +/- 0.00410, N = 3SE +/- 0.01436, N = 3SE +/- 0.00929, N = 3SE +/- 0.02242, N = 3SE +/- 0.00917, N = 3SE +/- 0.02902, N = 3SE +/- 0.01850, N = 31.7897911.1374013.7568013.9933015.6550016.3257017.1498024.3719025.5978019.5562033.054501. (CXX) g++ options: -O3 -lbacktrace -lstdc++fs -lm -ldl -lpthread

OpenBenchmarking.orgFPS, More Is BetterRay Tracing In Vulkan r6Resolution: 1920 x 1200 - Scene: Lucy In One WeekendGTX 1080RTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060 TiRTX 30801122334455SE +/- 0.00029, N = 3SE +/- 0.02483, N = 3SE +/- 0.00745, N = 3SE +/- 0.01247, N = 3SE +/- 0.00694, N = 3SE +/- 0.00423, N = 3SE +/- 0.01658, N = 3SE +/- 0.01689, N = 3SE +/- 0.03390, N = 3SE +/- 0.02575, N = 3SE +/- 0.03943, N = 32.6355316.2549020.1725020.5090022.7902023.5628024.5890035.0178036.7819029.2143048.693901. (CXX) g++ options: -O3 -lbacktrace -lstdc++fs -lm -ldl -lpthread

OpenBenchmarking.orgFPS, More Is BetterRay Tracing In Vulkan r6Resolution: 1920 x 1200 - Scene: Cornell Box + LucyGTX 1080RTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060 TiRTX 30801122334455SE +/- 0.00263, N = 3SE +/- 0.02205, N = 3SE +/- 0.00621, N = 3SE +/- 0.03029, N = 3SE +/- 0.03525, N = 3SE +/- 0.01057, N = 3SE +/- 0.01418, N = 3SE +/- 0.04088, N = 3SE +/- 0.02403, N = 3SE +/- 0.02239, N = 3SE +/- 0.03511, N = 31.5914213.9785017.8450018.0821020.0635020.3702021.1197031.0242032.6436027.9662048.429001. (CXX) g++ options: -O3 -lbacktrace -lstdc++fs -lm -ldl -lpthread

OpenBenchmarking.orgFPS, More Is BetterRay Tracing In Vulkan r6Resolution: 1920 x 1080 - Scene: Lucy In One WeekendGTX 1080RTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060 TiRTX 30801326395265SE +/- 0.00033, N = 3SE +/- 0.03850, N = 3SE +/- 0.03448, N = 3SE +/- 0.01935, N = 3SE +/- 0.01051, N = 3SE +/- 0.02929, N = 3SE +/- 0.03952, N = 3SE +/- 0.01215, N = 3SE +/- 0.02451, N = 3SE +/- 0.03486, N = 3SE +/- 0.17158, N = 33.0513018.7946023.3070023.6611026.2753027.1444028.4471040.4178042.4781033.8326057.822301. (CXX) g++ options: -O3 -lbacktrace -lstdc++fs -lm -ldl -lpthread

OpenBenchmarking.orgFPS, More Is BetterRay Tracing In Vulkan r6Resolution: 1920 x 1080 - Scene: Cornell Box + LucyGTX 1080RTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060 TiRTX 30801326395265SE +/- 0.00020, N = 3SE +/- 0.00326, N = 3SE +/- 0.02601, N = 3SE +/- 0.01871, N = 3SE +/- 0.02030, N = 3SE +/- 0.05384, N = 3SE +/- 0.02882, N = 3SE +/- 0.05945, N = 3SE +/- 0.02952, N = 3SE +/- 0.02964, N = 3SE +/- 0.11085, N = 31.9605717.0458021.8369022.1751024.5964024.8550025.7529037.7862039.9035034.1786059.092001. (CXX) g++ options: -O3 -lbacktrace -lstdc++fs -lm -ldl -lpthread

OpenBenchmarking.orgFPS, More Is BetterRay Tracing In Vulkan r6Resolution: 3840 x 2160 - Scene: Planets In One WeekendGTX 1080RTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060 TiRTX 3080510152025SE +/- 0.00241, N = 3SE +/- 0.02006, N = 3SE +/- 0.00967, N = 3SE +/- 0.00198, N = 3SE +/- 0.00074, N = 3SE +/- 0.00123, N = 3SE +/- 0.00055, N = 3SE +/- 0.00677, N = 3SE +/- 0.00483, N = 3SE +/- 0.00129, N = 3SE +/- 0.00529, N = 31.467888.129239.178869.3367710.8262012.0172013.1467017.6370018.4455010.0316017.551201. (CXX) g++ options: -O3 -lbacktrace -lstdc++fs -lm -ldl -lpthread

OpenBenchmarking.orgFPS, More Is BetterRay Tracing In Vulkan r6Resolution: 3840 x 2160 - Scene: Ray Tracing In One WeekendGTX 1080RTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060 TiRTX 308048121620SE +/- 0.00271, N = 3SE +/- 0.02009, N = 3SE +/- 0.00026, N = 3SE +/- 0.02382, N = 3SE +/- 0.02386, N = 3SE +/- 0.00105, N = 3SE +/- 0.00003, N = 3SE +/- 0.00581, N = 3SE +/- 0.01732, N = 3SE +/- 0.00111, N = 3SE +/- 0.00227, N = 31.427237.987078.996339.1679710.6371011.7571012.8719017.3073018.105109.8024617.135901. (CXX) g++ options: -O3 -lbacktrace -lstdc++fs -lm -ldl -lpthread

OpenBenchmarking.orgFPS, More Is BetterRay Tracing In Vulkan r6Resolution: 2560 x 1440 - Scene: Planets In One WeekendGTX 1080RTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060 TiRTX 3080918273645SE +/- 0.00025, N = 3SE +/- 0.04436, N = 3SE +/- 0.00203, N = 3SE +/- 0.00690, N = 3SE +/- 0.00370, N = 3SE +/- 0.00373, N = 3SE +/- 0.00528, N = 3SE +/- 0.01907, N = 3SE +/- 0.02309, N = 3SE +/- 0.00284, N = 3SE +/- 0.01141, N = 33.0865917.1543019.3343019.6296022.7453025.1104027.5123036.7571038.4624021.0674036.536201. (CXX) g++ options: -O3 -lbacktrace -lstdc++fs -lm -ldl -lpthread

OpenBenchmarking.orgFPS, More Is BetterRay Tracing In Vulkan r6Resolution: 2560 x 1440 - Scene: Ray Tracing In One WeekendGTX 1080RTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060 TiRTX 3080918273645SE +/- 0.00039, N = 3SE +/- 0.04061, N = 3SE +/- 0.00182, N = 3SE +/- 0.00542, N = 3SE +/- 0.00624, N = 3SE +/- 0.00438, N = 3SE +/- 0.00128, N = 3SE +/- 0.01733, N = 3SE +/- 0.00387, N = 3SE +/- 0.00121, N = 3SE +/- 0.00275, N = 33.0019516.8579018.9526019.2381022.2612024.5924026.9538036.0794037.7246020.5886035.618501. (CXX) g++ options: -O3 -lbacktrace -lstdc++fs -lm -ldl -lpthread

OpenBenchmarking.orgFPS, More Is BetterRay Tracing In Vulkan r6Resolution: 1920 x 1080 - Scene: Planets In One WeekendGTX 1080RTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060 TiRTX 30801530456075SE +/- 0.00042, N = 3SE +/- 0.01519, N = 3SE +/- 0.00021, N = 3SE +/- 0.00501, N = 3SE +/- 0.00544, N = 3SE +/- 0.00538, N = 3SE +/- 0.01012, N = 3SE +/- 0.22121, N = 3SE +/- 0.12265, N = 3SE +/- 0.00653, N = 3SE +/- 0.09516, N = 35.3906430.0639033.8886034.4011039.9825044.0053048.3452064.4970067.1617036.8359063.796901. (CXX) g++ options: -O3 -lbacktrace -lstdc++fs -lm -ldl -lpthread

OpenBenchmarking.orgFPS, More Is BetterRay Tracing In Vulkan r6Resolution: 1920 x 1200 - Scene: Planets In One WeekendGTX 1080RTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060 TiRTX 30801326395265SE +/- 0.00106, N = 3SE +/- 0.06774, N = 3SE +/- 0.00358, N = 3SE +/- 0.01354, N = 3SE +/- 0.00448, N = 3SE +/- 0.00346, N = 3SE +/- 0.00921, N = 3SE +/- 0.04959, N = 3SE +/- 0.00675, N = 3SE +/- 0.03725, N = 3SE +/- 0.15316, N = 34.8222726.7578030.1809030.6556035.4654039.0657043.0463057.4290059.9530032.7530057.148201. (CXX) g++ options: -O3 -lbacktrace -lstdc++fs -lm -ldl -lpthread

OpenBenchmarking.orgFPS, More Is BetterRay Tracing In Vulkan r6Resolution: 2560 x 1440 - Scene: Cornell BoxGTX 1080RTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060 TiRTX 30801530456075SE +/- 0.00048, N = 3SE +/- 0.02488, N = 3SE +/- 0.03095, N = 3SE +/- 0.00459, N = 3SE +/- 0.00716, N = 3SE +/- 0.10352, N = 3SE +/- 0.00723, N = 3SE +/- 0.01803, N = 3SE +/- 0.13186, N = 3SE +/- 0.00575, N = 3SE +/- 0.17800, N = 33.1150726.4615029.8870030.4928035.2750038.7120042.8800057.9535060.1276038.7543067.475901. (CXX) g++ options: -O3 -lbacktrace -lstdc++fs -lm -ldl -lpthread

OpenBenchmarking.orgFPS, More Is BetterRay Tracing In Vulkan r6Resolution: 1920 x 1200 - Scene: Ray Tracing In One WeekendGTX 1080RTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060 TiRTX 30801326395265SE +/- 0.00068, N = 3SE +/- 0.06537, N = 3SE +/- 0.01091, N = 3SE +/- 0.00709, N = 3SE +/- 0.00513, N = 3SE +/- 0.00578, N = 3SE +/- 0.02104, N = 3SE +/- 0.05947, N = 3SE +/- 0.05609, N = 3SE +/- 0.00236, N = 3SE +/- 0.03341, N = 34.6825026.1751029.4861029.9717034.6587038.2012042.0649056.2395058.7452031.9772055.541701. (CXX) g++ options: -O3 -lbacktrace -lstdc++fs -lm -ldl -lpthread

OpenBenchmarking.orgFPS, More Is BetterRay Tracing In Vulkan r6Resolution: 1920 x 1080 - Scene: Ray Tracing In One WeekendGTX 1080RTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060 TiRTX 30801530456075SE +/- 0.00073, N = 3SE +/- 0.07267, N = 3SE +/- 0.00405, N = 3SE +/- 0.08825, N = 3SE +/- 0.00952, N = 3SE +/- 0.00505, N = 3SE +/- 0.00719, N = 3SE +/- 0.15209, N = 3SE +/- 0.11773, N = 3SE +/- 0.00417, N = 3SE +/- 0.22621, N = 35.2463029.6042033.2083033.7982039.1433043.1016047.5230063.3046066.1316036.0726062.731201. (CXX) g++ options: -O3 -lbacktrace -lstdc++fs -lm -ldl -lpthread

OpenBenchmarking.orgFPS, More Is BetterRay Tracing In Vulkan r6Resolution: 1920 x 1080 - Scene: Cornell BoxGTX 1080RTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060 TiRTX 3080306090120150SE +/- 0.00016, N = 3SE +/- 0.07535, N = 3SE +/- 0.00969, N = 3SE +/- 0.01070, N = 3SE +/- 0.10734, N = 3SE +/- 0.30956, N = 3SE +/- 0.02054, N = 3SE +/- 0.12692, N = 3SE +/- 0.02949, N = 3SE +/- 0.07950, N = 3SE +/- 0.09025, N = 35.4735245.9973052.1534052.8109061.7059067.9307075.24460102.06000106.1700067.80410117.919001. (CXX) g++ options: -O3 -lbacktrace -lstdc++fs -lm -ldl -lpthread

OpenBenchmarking.orgFPS, More Is BetterRay Tracing In Vulkan r6Resolution: 1920 x 1200 - Scene: Cornell BoxGTX 1080RTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060 TiRTX 308020406080100SE +/- 0.00041, N = 3SE +/- 0.09916, N = 3SE +/- 0.00486, N = 3SE +/- 0.02265, N = 3SE +/- 0.02272, N = 3SE +/- 0.14783, N = 3SE +/- 0.01022, N = 3SE +/- 0.03080, N = 3SE +/- 0.01754, N = 3SE +/- 0.01476, N = 3SE +/- 0.03977, N = 34.4627837.8297042.9372043.6675050.7312055.2715061.6809084.0012087.4715055.3943097.199701. (CXX) g++ options: -O3 -lbacktrace -lstdc++fs -lm -ldl -lpthread

ParaView

This test runs ParaView benchmarks: an open-source data analytics and visualization application. Paraview describes itself as "an open-source, multi-platform data analysis and visualization application. ParaView users can quickly build visualizations to analyze their data using qualitative and quantitative techniques." Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMiPolys / Sec, More Is BetterParaView 5.9Test: Many Spheres - Resolution: 3840 x 2160GTX 1080RTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060 TiRTX 30803K6K9K12K15KSE +/- 2.30, N = 3SE +/- 0.28, N = 3SE +/- 2.20, N = 3SE +/- 4.35, N = 3SE +/- 1.45, N = 3SE +/- 5.07, N = 3SE +/- 1.58, N = 3SE +/- 7.19, N = 3SE +/- 46.85, N = 3SE +/- 2.44, N = 3SE +/- 11.77, N = 34838.593815.143748.653833.354407.234876.995323.277296.5912083.864458.327680.54

OpenBenchmarking.orgFrames / Sec, More Is BetterParaView 5.9Test: Many Spheres - Resolution: 3840 x 2160GTX 1080RTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060 TiRTX 3080306090120150SE +/- 0.02, N = 3SE +/- 0.00, N = 3SE +/- 0.02, N = 3SE +/- 0.04, N = 3SE +/- 0.01, N = 3SE +/- 0.05, N = 3SE +/- 0.01, N = 3SE +/- 0.07, N = 3SE +/- 0.47, N = 3SE +/- 0.02, N = 3SE +/- 0.12, N = 348.2638.0637.3938.2343.9648.6553.1072.78120.5344.4776.61

OpenBenchmarking.orgMiPolys / Sec, More Is BetterParaView 5.9Test: Many Spheres - Resolution: 1920 x 1080GTX 1080RTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060 TiRTX 30803K6K9K12K15KSE +/- 9.93, N = 3SE +/- 4.56, N = 3SE +/- 9.03, N = 3SE +/- 7.36, N = 3SE +/- 10.38, N = 3SE +/- 11.76, N = 3SE +/- 16.45, N = 3SE +/- 17.40, N = 3SE +/- 70.90, N = 3SE +/- 0.86, N = 3SE +/- 20.20, N = 35086.643994.773824.563904.564499.135009.195446.217469.2913455.854490.527841.30

OpenBenchmarking.orgFrames / Sec, More Is BetterParaView 5.9Test: Many Spheres - Resolution: 1920 x 1080GTX 1080RTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060 TiRTX 3080306090120150SE +/- 0.10, N = 3SE +/- 0.05, N = 3SE +/- 0.09, N = 3SE +/- 0.07, N = 3SE +/- 0.10, N = 3SE +/- 0.12, N = 3SE +/- 0.16, N = 3SE +/- 0.17, N = 3SE +/- 0.71, N = 3SE +/- 0.01, N = 3SE +/- 0.20, N = 350.7439.8538.1538.9544.8849.9754.3274.50134.2244.7978.21

OpenBenchmarking.orgMiPolys / Sec, More Is BetterParaView 5.9Test: Wavelet Contour - Resolution: 3840 x 2160GTX 1080RTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060 TiRTX 30807001400210028003500SE +/- 20.17, N = 3SE +/- 4.81, N = 3SE +/- 12.72, N = 3SE +/- 4.59, N = 3SE +/- 11.62, N = 3SE +/- 17.49, N = 15SE +/- 20.11, N = 10SE +/- 12.62, N = 3SE +/- 31.66, N = 15SE +/- 5.51, N = 3SE +/- 28.95, N = 151824.201729.561859.641835.932299.462353.412616.203059.953207.612315.523478.84

OpenBenchmarking.orgFrames / Sec, More Is BetterParaView 5.9Test: Wavelet Contour - Resolution: 3840 x 2160GTX 1080RTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060 TiRTX 308070140210280350SE +/- 1.94, N = 3SE +/- 0.46, N = 3SE +/- 1.22, N = 3SE +/- 0.44, N = 3SE +/- 1.12, N = 3SE +/- 1.68, N = 15SE +/- 1.93, N = 10SE +/- 1.21, N = 3SE +/- 3.04, N = 15SE +/- 0.53, N = 3SE +/- 2.78, N = 15175.05165.97178.45176.17220.65225.83251.05293.63307.80222.19333.82

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: NoGTX 1080RTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060 TiRTX 3080RTX 309048121620SE +/- 0.070, N = 3SE +/- 0.091, N = 3SE +/- 0.118, N = 5SE +/- 0.069, N = 3SE +/- 0.038, N = 3SE +/- 0.113, N = 4SE +/- 0.240, N = 14SE +/- 0.058, N = 3SE +/- 0.078, N = 5SE +/- 0.052, N = 3SE +/- 0.044, N = 3SE +/- 0.023, N = 315.65712.64411.50111.1799.9019.4119.0107.5067.2568.7036.2506.785

ParaView

This test runs ParaView benchmarks: an open-source data analytics and visualization application. Paraview describes itself as "an open-source, multi-platform data analysis and visualization application. ParaView users can quickly build visualizations to analyze their data using qualitative and quantitative techniques." Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMiPolys / Sec, More Is BetterParaView 5.9Test: Wavelet Contour - Resolution: 1920 x 1080GTX 1080RTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060 TiRTX 308012002400360048006000SE +/- 18.81, N = 3SE +/- 20.33, N = 3SE +/- 14.35, N = 3SE +/- 10.91, N = 3SE +/- 10.22, N = 3SE +/- 41.86, N = 15SE +/- 36.34, N = 3SE +/- 7.41, N = 3SE +/- 20.77, N = 3SE +/- 12.76, N = 3SE +/- 37.60, N = 32782.612707.312862.742838.813691.353833.364225.684690.755660.413136.565373.70

OpenBenchmarking.orgFrames / Sec, More Is BetterParaView 5.9Test: Wavelet Contour - Resolution: 1920 x 1080GTX 1080RTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060 TiRTX 3080120240360480600SE +/- 1.80, N = 3SE +/- 1.95, N = 3SE +/- 1.38, N = 3SE +/- 1.05, N = 3SE +/- 0.98, N = 3SE +/- 4.02, N = 15SE +/- 3.49, N = 3SE +/- 0.71, N = 3SE +/- 1.99, N = 3SE +/- 1.23, N = 3SE +/- 3.61, N = 3267.02259.79274.70272.41354.21367.84405.49450.11543.16300.98515.65

Betsy GPU Compressor

Betsy is an open-source GPU compressor of various GPU compression techniques. Betsy is written in GLSL for Vulkan/OpenGL (compute shader) support for GPU-based texture compression. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterBetsy GPU Compressor 1.1 BetaCodec: ETC1 - Quality: HighestGTX 1080RTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060 TiRTX 30803691215SE +/- 0.013, N = 3SE +/- 0.063, N = 3SE +/- 0.016, N = 3SE +/- 0.030, N = 3SE +/- 0.021, N = 3SE +/- 0.046, N = 15SE +/- 0.028, N = 3SE +/- 0.036, N = 7SE +/- 0.082, N = 15SE +/- 0.075, N = 15SE +/- 0.024, N = 39.2626.8146.0325.9145.4566.0985.2963.8224.0465.1023.3281. (CXX) g++ options: -O3 -O2 -lpthread -ldl

ParaView

This test runs ParaView benchmarks: an open-source data analytics and visualization application. Paraview describes itself as "an open-source, multi-platform data analysis and visualization application. ParaView users can quickly build visualizations to analyze their data using qualitative and quantitative techniques." Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMiVoxels / Sec, More Is BetterParaView 5.9Test: Wavelet Volume - Resolution: 3840 x 2160GTX 1080RTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060 TiRTX 308012002400360048006000SE +/- 13.77, N = 3SE +/- 5.75, N = 3SE +/- 3.77, N = 3SE +/- 6.53, N = 3SE +/- 7.19, N = 3SE +/- 10.65, N = 3SE +/- 14.19, N = 3SE +/- 27.20, N = 3SE +/- 81.52, N = 15SE +/- 13.70, N = 3SE +/- 21.74, N = 33126.142503.962847.502899.623288.293609.623853.394935.744835.863473.405430.65

OpenBenchmarking.orgFrames / Sec, More Is BetterParaView 5.9Test: Wavelet Volume - Resolution: 3840 x 2160GTX 1080RTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060 TiRTX 308070140210280350SE +/- 0.86, N = 3SE +/- 0.36, N = 3SE +/- 0.24, N = 3SE +/- 0.41, N = 3SE +/- 0.45, N = 3SE +/- 0.67, N = 3SE +/- 0.89, N = 3SE +/- 1.70, N = 3SE +/- 5.10, N = 15SE +/- 0.86, N = 3SE +/- 1.36, N = 3195.38156.50177.97181.23205.52225.60240.83308.48302.24217.09339.42

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: SingleGTX 1080RTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060 TiRTX 3080RTX 3090714212835SE +/- 0.004, N = 3SE +/- 0.035, N = 3SE +/- 0.032, N = 3SE +/- 0.030, N = 3SE +/- 0.006, N = 3SE +/- 0.015, N = 3SE +/- 0.031, N = 3SE +/- 0.034, N = 3SE +/- 0.022, N = 3SE +/- 0.018, N = 3SE +/- 0.017, N = 3SE +/- 0.005, N = 329.86527.07922.23422.20419.46919.29817.77914.78013.53317.64311.2329.3441. (CXX) g++ options: -O3 -pthread

NAMD CUDA

NAMD is a parallel molecular dynamics code designed for high-performance simulation of large biomolecular systems. NAMD was developed by the Theoretical and Computational Biophysics Group in the Beckman Institute for Advanced Science and Technology at the University of Illinois at Urbana-Champaign. This version of the NAMD test profile uses CUDA GPU acceleration. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgdays/ns, Fewer Is BetterNAMD CUDA 2.14ATPase Simulation - 327,506 AtomsGTX 1080RTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060 TiRTX 30800.04340.08680.13020.17360.217SE +/- 0.00027, N = 3SE +/- 0.00090, N = 3SE +/- 0.00029, N = 3SE +/- 0.00045, N = 3SE +/- 0.00031, N = 3SE +/- 0.00059, N = 3SE +/- 0.00049, N = 3SE +/- 0.00010, N = 3SE +/- 0.00039, N = 3SE +/- 0.00041, N = 3SE +/- 0.00128, N = 30.192820.172130.158570.156790.148230.150740.148940.140840.140290.136640.13291

ParaView

This test runs ParaView benchmarks: an open-source data analytics and visualization application. Paraview describes itself as "an open-source, multi-platform data analysis and visualization application. ParaView users can quickly build visualizations to analyze their data using qualitative and quantitative techniques." Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMiVoxels / Sec, More Is BetterParaView 5.9Test: Wavelet Volume - Resolution: 1920 x 1080GTX 1080RTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060 TiRTX 30802K4K6K8K10KSE +/- 33.70, N = 3SE +/- 33.73, N = 3SE +/- 26.87, N = 3SE +/- 36.97, N = 3SE +/- 22.07, N = 3SE +/- 95.86, N = 4SE +/- 14.53, N = 3SE +/- 71.88, N = 3SE +/- 213.93, N = 15SE +/- 39.54, N = 3SE +/- 34.46, N = 37295.796284.286827.826920.267715.268027.878551.759606.538346.187905.5510606.70

OpenBenchmarking.orgFrames / Sec, More Is BetterParaView 5.9Test: Wavelet Volume - Resolution: 1920 x 1080GTX 1080RTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060 TiRTX 3080140280420560700SE +/- 2.11, N = 3SE +/- 2.11, N = 3SE +/- 1.68, N = 3SE +/- 2.31, N = 3SE +/- 1.38, N = 3SE +/- 5.99, N = 4SE +/- 0.91, N = 3SE +/- 4.49, N = 3SE +/- 13.37, N = 15SE +/- 2.47, N = 3SE +/- 2.15, N = 3455.99392.77426.74432.52482.20501.74534.48600.41521.64494.10662.92

Betsy GPU Compressor

Betsy is an open-source GPU compressor of various GPU compression techniques. Betsy is written in GLSL for Vulkan/OpenGL (compute shader) support for GPU-based texture compression. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterBetsy GPU Compressor 1.1 BetaCodec: ETC2 RGB - Quality: HighestGTX 1080RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060 TiRTX 30803691215SE +/- 0.038, N = 3SE +/- 0.011, N = 3SE +/- 0.055, N = 3SE +/- 0.011, N = 3SE +/- 0.053, N = 3SE +/- 0.006, N = 3SE +/- 0.006, N = 3SE +/- 0.080, N = 15SE +/- 0.048, N = 3SE +/- 0.011, N = 311.9428.3948.3427.3307.4076.8315.0085.0436.8514.4161. (CXX) g++ options: -O3 -O2 -lpthread -ldl

Darktable

Darktable is an open-source photography / workflow application this will use any system-installed Darktable program or on Windows will automatically download the pre-built binary from the project. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterDarktable 3.2.1Test: Boat - Acceleration: OpenCLGTX 1080RTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060 TiRTX 308048121620SE +/- 0.017, N = 3SE +/- 0.019, N = 3SE +/- 0.005, N = 3SE +/- 0.021, N = 3SE +/- 0.008, N = 3SE +/- 0.021, N = 3SE +/- 0.007, N = 3SE +/- 0.010, N = 3SE +/- 0.012, N = 3SE +/- 0.030, N = 3SE +/- 0.006, N = 314.69914.4261.71614.4561.70914.7931.5911.4851.48914.4841.282

Hashcat

Hashcat is an open-source, advanced password recovery tool supporting GPU acceleration with OpenCL, NVIDIA CUDA, and Radeon ROCm. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgH/s, More Is BetterHashcat 6.1.1Benchmark: SHA-512GTX 1080RTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060 TiRTX 3080RTX 30901300M2600M3900M5200M6500MSE +/- 11123894.49, N = 15SE +/- 1034944.98, N = 3SE +/- 633333.33, N = 3SE +/- 1313181.04, N = 3SE +/- 1276714.53, N = 3SE +/- 868587.61, N = 3SE +/- 1980179.57, N = 3SE +/- 982061.32, N = 3SE +/- 1033333.33, N = 3SE +/- 1203236.38, N = 3SE +/- 2514623.90, N = 3SE +/- 9417005.89, N = 386326000010500333331187933333121323333314242000001531366667170843333322392666672351766667141273333324204000006055700000

FinanceBench

FinanceBench is a collection of financial program benchmarks with support for benchmarking on the GPU via OpenCL and CPU benchmarking with OpenMP. The FinanceBench test cases are focused on Black-Sholes-Merton Process with Analytic European Option engine, QMC (Sobol) Monte-Carlo method (Equity Option Example), Bonds Fixed-rate bond with flat forward curve, and Repo Securities repurchase agreement. FinanceBench was originally written by the Cavazos Lab at University of Delaware. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgms, Fewer Is BetterFinanceBench 2016-07-25Benchmark: Monte-Carlo OpenCLGTX 1080RTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060 TiRTX 3080400800120016002000SE +/- 0.41, N = 3SE +/- 0.65, N = 3SE +/- 0.57, N = 3SE +/- 0.53, N = 3SE +/- 0.43, N = 3SE +/- 0.55, N = 3SE +/- 0.99, N = 3SE +/- 0.61, N = 3SE +/- 0.66, N = 3SE +/- 1.75, N = 3SE +/- 1.21, N = 31833.891059.87752.41781.94816.01824.74843.45649.82558.33463.01386.051. (CXX) g++ options: -O3 -march=native -fopenmp

Hashcat

Hashcat is an open-source, advanced password recovery tool supporting GPU acceleration with OpenCL, NVIDIA CUDA, and Radeon ROCm. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgH/s, More Is BetterHashcat 6.1.1Benchmark: MD5GTX 1080RTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060 TiRTX 3080RTX 309020000M40000M60000M80000M100000MSE +/- 33525380.10, N = 3SE +/- 16688419.14, N = 3SE +/- 14634472.24, N = 3SE +/- 17125062.85, N = 3SE +/- 25610045.77, N = 3SE +/- 57612045.42, N = 3SE +/- 44071015.92, N = 3SE +/- 36241182.84, N = 3SE +/- 73937751.60, N = 3SE +/- 25284668.17, N = 3SE +/- 64449006.54, N = 3SE +/- 7904526661.67, N = 16240181333332591670000029280266667299422333333539816666737693466667423930333335529810000058078533333329371666675603966666794838581250

OpenBenchmarking.orgH/s, More Is BetterHashcat 6.1.1Benchmark: TrueCrypt RIPEMD160 + XTSGTX 1080RTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060 TiRTX 3080RTX 3090300K600K900K1200K1500KSE +/- 666.67, N = 3SE +/- 405.52, N = 3SE +/- 173.21, N = 3SE +/- 240.37, N = 3SE +/- 360.56, N = 3SE +/- 1072.90, N = 3SE +/- 4356.82, N = 15SE +/- 592.55, N = 3SE +/- 1637.41, N = 3SE +/- 721.88, N = 3SE +/- 560.75, N = 3SE +/- 7617.30, N = 32662673108333512003583674262004516675206736570676870674272337218671591300

OpenBenchmarking.orgH/s, More Is BetterHashcat 6.1.1Benchmark: SHA1GTX 1080RTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060 TiRTX 3080RTX 30909000M18000M27000M36000M45000MSE +/- 1217009.08, N = 3SE +/- 3907826.90, N = 3SE +/- 5454763.46, N = 3SE +/- 6366317.62, N = 3SE +/- 12109546.28, N = 3SE +/- 10450996.76, N = 3SE +/- 1527525.23, N = 3SE +/- 29255901.59, N = 3SE +/- 16900986.16, N = 3SE +/- 17695040.11, N = 3SE +/- 26464462.54, N = 3SE +/- 53186788.25, N = 382788333338251266667934176666795160000001112146666711995200000134204000001771843333318608800000110832666671909886666742680333333

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: YesGTX 1080RTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060 TiRTX 3080RTX 3090246810SE +/- 0.073, N = 4SE +/- 0.065, N = 3SE +/- 0.066, N = 3SE +/- 0.072, N = 3SE +/- 0.017, N = 3SE +/- 0.044, N = 6SE +/- 0.020, N = 3SE +/- 0.012, N = 3SE +/- 0.035, N = 7SE +/- 0.008, N = 3SE +/- 0.006, N = 3SE +/- 0.003, N = 36.3685.7715.2625.2754.6894.6124.3473.7763.8124.3603.4393.836

Darktable

Darktable is an open-source photography / workflow application this will use any system-installed Darktable program or on Windows will automatically download the pre-built binary from the project. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterDarktable 3.2.1Test: Server Room - Acceleration: OpenCLGTX 1080RTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060 TiRTX 30801.32572.65143.97715.30286.6285SE +/- 0.010, N = 3SE +/- 0.006, N = 3SE +/- 0.002, N = 3SE +/- 0.003, N = 3SE +/- 0.004, N = 3SE +/- 0.003, N = 3SE +/- 0.004, N = 3SE +/- 0.007, N = 3SE +/- 0.011, N = 14SE +/- 0.014, N = 3SE +/- 0.001, N = 35.8895.7650.7235.7760.7765.8920.7560.7100.7235.8080.706

OpenBenchmarking.orgSeconds, Fewer Is BetterDarktable 3.2.1Test: Masskrug - Acceleration: OpenCLGTX 1080RTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060 TiRTX 3080246810SE +/- 0.002, N = 3SE +/- 0.011, N = 3SE +/- 0.003, N = 3SE +/- 0.004, N = 3SE +/- 0.007, N = 3SE +/- 0.023, N = 3SE +/- 0.010, N = 3SE +/- 0.006, N = 3SE +/- 0.030, N = 3SE +/- 0.006, N = 3SE +/- 0.006, N = 35.9245.8512.1185.8532.1566.0312.1692.0842.1845.9032.090

Hashcat

Hashcat is an open-source, advanced password recovery tool supporting GPU acceleration with OpenCL, NVIDIA CUDA, and Radeon ROCm. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgH/s, More Is BetterHashcat 6.1.1Benchmark: 7-ZipGTX 1080RTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060 TiRTX 3080RTX 3090500K1000K1500K2000K2500KSE +/- 378.59, N = 3SE +/- 497.77, N = 3SE +/- 1083.72, N = 3SE +/- 296.27, N = 3SE +/- 1146.49, N = 3SE +/- 1354.42, N = 3SE +/- 6986.65, N = 3SE +/- 2234.08, N = 3SE +/- 1098.99, N = 3SE +/- 2033.33, N = 3SE +/- 1449.52, N = 3SE +/- 6056.49, N = 33640004426674955675039675963676251336925008948679474675883679905672166467

Darktable

Darktable is an open-source photography / workflow application this will use any system-installed Darktable program or on Windows will automatically download the pre-built binary from the project. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterDarktable 3.2.1Test: Server Rack - Acceleration: OpenCLGTX 1080RTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060 TiRTX 30800.04340.08680.13020.17360.217SE +/- 0.001, N = 3SE +/- 0.001, N = 3SE +/- 0.001, N = 3SE +/- 0.001, N = 3SE +/- 0.001, N = 3SE +/- 0.001, N = 3SE +/- 0.001, N = 3SE +/- 0.000, N = 3SE +/- 0.002, N = 15SE +/- 0.001, N = 3SE +/- 0.000, N = 30.1850.1900.0970.1820.0970.1930.0970.0960.1050.1910.095

FinanceBench

FinanceBench is a collection of financial program benchmarks with support for benchmarking on the GPU via OpenCL and CPU benchmarking with OpenMP. The FinanceBench test cases are focused on Black-Sholes-Merton Process with Analytic European Option engine, QMC (Sobol) Monte-Carlo method (Equity Option Example), Bonds Fixed-rate bond with flat forward curve, and Repo Securities repurchase agreement. FinanceBench was originally written by the Cavazos Lab at University of Delaware. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgms, Fewer Is BetterFinanceBench 2016-07-25Benchmark: Black-Scholes OpenCLGTX 1080RTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060 TiRTX 3080510152025SE +/- 0.147011, N = 3SE +/- 0.094335, N = 3SE +/- 0.196835, N = 3SE +/- 0.092007, N = 3SE +/- 0.083319, N = 3SE +/- 0.143406, N = 4SE +/- 0.084311, N = 9SE +/- 0.016231, N = 3SE +/- 0.005292, N = 3SE +/- 0.004055, N = 3SE +/- 0.014468, N = 311.09900019.83200016.48633316.09700012.80400012.16100010.6100009.2260008.75700012.9570007.3070001. (CXX) g++ options: -O3 -march=native -fopenmp

59 Results Shown

RedShift Demo
VkFFT
OctaneBench
FAHBench
Chaos Group V-RAY:
  NVIDIA CUDA GPU
  NVIDIA RTX GPU
IndigoBench:
  OpenCL GPU - Bedroom
  OpenCL GPU - Supercar
RealSR-NCNN
Ray Tracing In Vulkan
VkResample
Ray Tracing In Vulkan:
  3840 x 2160 - Cornell Box + Lucy
  3840 x 2160 - Lucy In One Weekend
  2560 x 1440 - Cornell Box + Lucy
  2560 x 1440 - Lucy In One Weekend
  1920 x 1200 - Lucy In One Weekend
  1920 x 1200 - Cornell Box + Lucy
  1920 x 1080 - Lucy In One Weekend
  1920 x 1080 - Cornell Box + Lucy
  3840 x 2160 - Planets In One Weekend
  3840 x 2160 - Ray Tracing In One Weekend
  2560 x 1440 - Planets In One Weekend
  2560 x 1440 - Ray Tracing In One Weekend
  1920 x 1080 - Planets In One Weekend
  1920 x 1200 - Planets In One Weekend
  2560 x 1440 - Cornell Box
  1920 x 1200 - Ray Tracing In One Weekend
  1920 x 1080 - Ray Tracing In One Weekend
  1920 x 1080 - Cornell Box
  1920 x 1200 - Cornell Box
ParaView:
  Many Spheres - 3840 x 2160:
    MiPolys / Sec
    Frames / Sec
  Many Spheres - 1920 x 1080:
    MiPolys / Sec
    Frames / Sec
  Wavelet Contour - 3840 x 2160:
    MiPolys / Sec
    Frames / Sec
RealSR-NCNN
ParaView:
  Wavelet Contour - 1920 x 1080:
    MiPolys / Sec
    Frames / Sec
Betsy GPU Compressor
ParaView:
  Wavelet Volume - 3840 x 2160:
    MiVoxels / Sec
    Frames / Sec
VkResample
NAMD CUDA
ParaView:
  Wavelet Volume - 1920 x 1080:
    MiVoxels / Sec
    Frames / Sec
Betsy GPU Compressor
Darktable
Hashcat
FinanceBench
Hashcat:
  MD5
  TrueCrypt RIPEMD160 + XTS
  SHA1
Waifu2x-NCNN Vulkan
Darktable:
  Server Room - OpenCL
  Masskrug - OpenCL
Hashcat
Darktable
FinanceBench