NVIDIA GPU Compute OpenCL CUDA Benchmarks

testing a V100

Compare your own system(s) to this result file with the Phoronix Test Suite by running the command: phoronix-test-suite benchmark 2104303-IB-2009116FI43
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BLAS (Basic Linear Algebra Sub-Routine) Tests 2 Tests
CPU Massive 3 Tests
HPC - High Performance Computing 4 Tests
Machine Learning 2 Tests
Multi-Core 3 Tests
NVIDIA GPU Compute 14 Tests
OpenCL 5 Tests

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Identifier
Performance Per
Dollar
Date
Run
  Test
  Duration
GTX 950
September 10 2020
  1 Hour, 19 Minutes
GTX 960
September 10 2020
  1 Hour, 18 Minutes
GTX 970
September 06 2020
  1 Hour, 45 Minutes
GTX 980
September 07 2020
  1 Hour, 10 Minutes
GTX 980 Ti
September 07 2020
  1 Hour, 7 Minutes
GTX TITAN X
September 09 2020
  1 Hour, 5 Minutes
GTX 1050 Ti
September 10 2020
  1 Hour, 21 Minutes
GTX 1060
September 08 2020
  1 Hour, 10 Minutes
GTX 1070
September 07 2020
  1 Hour, 6 Minutes
GTX 1070 Ti
September 06 2020
  1 Hour, 11 Minutes
GTX 1080
September 07 2020
  1 Hour, 4 Minutes
GTX 1650
September 09 2020
  1 Hour, 10 Minutes
GTX 1650 SUPER
September 08 2020
  1 Hour, 8 Minutes
GTX 1660
September 09 2020
  1 Hour, 5 Minutes
GTX 1660 SUPER
September 07 2020
  1 Hour, 5 Minutes
GTX 1660 Ti
September 09 2020
  1 Hour, 3 Minutes
RTX 2060
September 08 2020
  1 Hour, 3 Minutes
RTX 2060 SUPER
September 09 2020
  1 Hour, 1 Minute
RTX 2070
September 09 2020
  1 Hour, 1 Minute
RTX 2070 SUPER
September 08 2020
  59 Minutes
RTX 2080
September 08 2020
  1 Hour
RTX 2080 SUPER
September 08 2020
  59 Minutes
RTX 2080 Ti
September 07 2020
  1 Hour
TITAN RTX
September 06 2020
  1 Hour, 1 Minute
gputest
April 30 2021
  1 Hour, 58 Minutes
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NVIDIA GPU Compute OpenCL CUDA BenchmarksProcessorMotherboardChipsetMemoryDiskGraphicsMonitorNetworkOSKernelDesktopDisplay ServerDisplay DriverOpenGLOpenCLVulkanCompilerFile-SystemScreen ResolutionSystem LayerGTX 950GTX 960GTX 970GTX 980GTX 980 TiGTX TITAN XGTX 1050 TiGTX 1060GTX 1070GTX 1070 TiGTX 1080GTX 1650GTX 1650 SUPERGTX 1660GTX 1660 SUPERGTX 1660 TiRTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXgputestAMD Ryzen 9 3950X 16-Core @ 3.50GHz (16 Cores / 32 Threads)ASUS ROG CROSSHAIR VIII HERO (WI-FI) (1302 BIOS)AMD Starship/Matisse16GB2000GB Corsair Force MP600eVGA NVIDIA GeForce GTX 950 2GB (1202/3304MHz)DELL P2415QRealtek RTL8125 2.5GbE + Intel I211 + Intel Wi-Fi 6 AX200Ubuntu 20.045.4.0-45-generic (x86_64)GNOME Shell 3.36.4X Server 1.20.8NVIDIA 450.664.6.0OpenCL 1.2 CUDA 11.0.2281.2.133GCC 9.3.0 + CUDA 11.0ext43840x2160eVGA NVIDIA GeForce GTX 960 2GB (1277/3505MHz)eVGA NVIDIA GeForce GTX 970 4GB (1163/3505MHz)NVIDIA GeForce GTX 980 4GB (1126/3505MHz)NVIDIA GeForce GTX 980 Ti 6GB (999/3505MHz)NVIDIA GeForce GTX TITAN X 12GB (1001/3505MHz)eVGA NVIDIA GeForce GTX 1050 Ti 4GB (1354/3504MHz)NVIDIA GeForce GTX 1060 6GB (1506/4006MHz)NVIDIA GeForce GTX 1070 8GB (1506/4006MHz)Zotac NVIDIA GeForce GTX 1070 Ti 8GB (1607/4006MHz)NVIDIA GeForce GTX 1080 8GB (1607/5005MHz)ASUS NVIDIA GeForce GTX 1650 4GB (1485/4001MHz)ASUS NVIDIA GeForce GTX 1650 SUPER 4GB (615/405MHz)ASUS NVIDIA GeForce GTX 1660 6GB (1530/4001MHz)eVGA NVIDIA GeForce GTX 1660 SUPER 6GB (1530/7000MHz)eVGA NVIDIA GeForce GTX 1660 Ti 6GB (1500/6000MHz)NVIDIA GeForce RTX 2060 6GB (1365/7000MHz)NVIDIA GeForce RTX 2060 SUPER 8GB (1470/7000MHz)ASUS NVIDIA GeForce RTX 2070 8GB (1410/7000MHz)NVIDIA GeForce RTX 2070 SUPER 8GB (450/405MHz)Zotac NVIDIA GeForce RTX 2080 8GB (1515/7000MHz)NVIDIA GeForce RTX 2080 SUPER 8GB (1650/7750MHz)NVIDIA GeForce RTX 2080 Ti 11GB (1350/7000MHz)NVIDIA TITAN RTX 24GB (420/405MHz)2 x Intel Xeon (Skylake IBRS) (2 Cores)RDO OpenStack Compute (1.11.0-2.el7 BIOS)Intel 82G33/G31/P35/P31 + ICH98GB21GB QEMU HDD + 53GB QEMU HDDCirrus Logic GD 5446 8GBRed Hat Virtio device5.4.0-67-generic (x86_64)NVIDIAGCC 9.3.0 + CUDA 11.2KVMOpenBenchmarking.orgCompiler Details- GTX 950: --build=x86_64-linux-gnu --disable-vtable-verify --disable-werror --enable-checking=release --enable-clocale=gnu --enable-default-pie --enable-gnu-unique-object --enable-languages=c,ada,c++,go,brig,d,fortran,objc,obj-c++,gm2 --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-multiarch --enable-multilib --enable-nls --enable-objc-gc=auto --enable-offload-targets=nvptx-none,hsa --enable-plugin --enable-shared --enable-threads=posix --host=x86_64-linux-gnu --program-prefix=x86_64-linux-gnu- --target=x86_64-linux-gnu --with-abi=m64 --with-arch-32=i686 --with-default-libstdcxx-abi=new --with-gcc-major-version-only --with-multilib-list=m32,m64,mx32 --with-target-system-zlib=auto --with-tune=generic --without-cuda-driver -v- GTX 960: --build=x86_64-linux-gnu --disable-vtable-verify --disable-werror --enable-checking=release --enable-clocale=gnu --enable-default-pie --enable-gnu-unique-object --enable-languages=c,ada,c++,go,brig,d,fortran,objc,obj-c++,gm2 --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-multiarch --enable-multilib --enable-nls --enable-objc-gc=auto --enable-offload-targets=nvptx-none,hsa --enable-plugin --enable-shared --enable-threads=posix --host=x86_64-linux-gnu --program-prefix=x86_64-linux-gnu- --target=x86_64-linux-gnu --with-abi=m64 --with-arch-32=i686 --with-default-libstdcxx-abi=new --with-gcc-major-version-only --with-multilib-list=m32,m64,mx32 --with-target-system-zlib=auto --with-tune=generic --without-cuda-driver -v- GTX 970: --build=x86_64-linux-gnu --disable-vtable-verify --disable-werror --enable-checking=release --enable-clocale=gnu --enable-default-pie --enable-gnu-unique-object --enable-languages=c,ada,c++,go,brig,d,fortran,objc,obj-c++,gm2 --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-multiarch --enable-multilib --enable-nls --enable-objc-gc=auto --enable-offload-targets=nvptx-none,hsa --enable-plugin --enable-shared --enable-threads=posix --host=x86_64-linux-gnu --program-prefix=x86_64-linux-gnu- --target=x86_64-linux-gnu --with-abi=m64 --with-arch-32=i686 --with-default-libstdcxx-abi=new --with-gcc-major-version-only --with-multilib-list=m32,m64,mx32 --with-target-system-zlib=auto --with-tune=generic --without-cuda-driver -v- GTX 980: --build=x86_64-linux-gnu --disable-vtable-verify --disable-werror --enable-checking=release --enable-clocale=gnu --enable-default-pie --enable-gnu-unique-object --enable-languages=c,ada,c++,go,brig,d,fortran,objc,obj-c++,gm2 --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-multiarch --enable-multilib --enable-nls --enable-objc-gc=auto --enable-offload-targets=nvptx-none,hsa --enable-plugin --enable-shared --enable-threads=posix --host=x86_64-linux-gnu --program-prefix=x86_64-linux-gnu- --target=x86_64-linux-gnu --with-abi=m64 --with-arch-32=i686 --with-default-libstdcxx-abi=new --with-gcc-major-version-only --with-multilib-list=m32,m64,mx32 --with-target-system-zlib=auto --with-tune=generic --without-cuda-driver -v- GTX 980 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++,gm2 --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-multiarch --enable-multilib --enable-nls --enable-objc-gc=auto --enable-offload-targets=nvptx-none,hsa --enable-plugin --enable-shared --enable-threads=posix --host=x86_64-linux-gnu --program-prefix=x86_64-linux-gnu- --target=x86_64-linux-gnu --with-abi=m64 --with-arch-32=i686 --with-default-libstdcxx-abi=new --with-gcc-major-version-only --with-multilib-list=m32,m64,mx32 --with-target-system-zlib=auto --with-tune=generic --without-cuda-driver -v- GTX TITAN X: --build=x86_64-linux-gnu --disable-vtable-verify --disable-werror --enable-checking=release --enable-clocale=gnu --enable-default-pie --enable-gnu-unique-object --enable-languages=c,ada,c++,go,brig,d,fortran,objc,obj-c++,gm2 --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-multiarch --enable-multilib --enable-nls --enable-objc-gc=auto --enable-offload-targets=nvptx-none,hsa --enable-plugin --enable-shared --enable-threads=posix --host=x86_64-linux-gnu --program-prefix=x86_64-linux-gnu- --target=x86_64-linux-gnu --with-abi=m64 --with-arch-32=i686 --with-default-libstdcxx-abi=new --with-gcc-major-version-only --with-multilib-list=m32,m64,mx32 --with-target-system-zlib=auto --with-tune=generic --without-cuda-driver -v- GTX 1050 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++,gm2 --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-multiarch --enable-multilib --enable-nls --enable-objc-gc=auto --enable-offload-targets=nvptx-none,hsa --enable-plugin --enable-shared --enable-threads=posix --host=x86_64-linux-gnu --program-prefix=x86_64-linux-gnu- --target=x86_64-linux-gnu --with-abi=m64 --with-arch-32=i686 --with-default-libstdcxx-abi=new --with-gcc-major-version-only --with-multilib-list=m32,m64,mx32 --with-target-system-zlib=auto --with-tune=generic --without-cuda-driver -v- GTX 1060: --build=x86_64-linux-gnu --disable-vtable-verify --disable-werror --enable-checking=release --enable-clocale=gnu --enable-default-pie --enable-gnu-unique-object --enable-languages=c,ada,c++,go,brig,d,fortran,objc,obj-c++,gm2 --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-multiarch --enable-multilib --enable-nls --enable-objc-gc=auto --enable-offload-targets=nvptx-none,hsa --enable-plugin --enable-shared --enable-threads=posix --host=x86_64-linux-gnu --program-prefix=x86_64-linux-gnu- --target=x86_64-linux-gnu --with-abi=m64 --with-arch-32=i686 --with-default-libstdcxx-abi=new --with-gcc-major-version-only --with-multilib-list=m32,m64,mx32 --with-target-system-zlib=auto --with-tune=generic --without-cuda-driver -v- GTX 1070: --build=x86_64-linux-gnu --disable-vtable-verify --disable-werror --enable-checking=release --enable-clocale=gnu --enable-default-pie --enable-gnu-unique-object --enable-languages=c,ada,c++,go,brig,d,fortran,objc,obj-c++,gm2 --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-multiarch --enable-multilib --enable-nls --enable-objc-gc=auto --enable-offload-targets=nvptx-none,hsa --enable-plugin --enable-shared --enable-threads=posix --host=x86_64-linux-gnu --program-prefix=x86_64-linux-gnu- --target=x86_64-linux-gnu --with-abi=m64 --with-arch-32=i686 --with-default-libstdcxx-abi=new --with-gcc-major-version-only --with-multilib-list=m32,m64,mx32 --with-target-system-zlib=auto --with-tune=generic --without-cuda-driver -v- GTX 1070 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++,gm2 --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-multiarch --enable-multilib --enable-nls --enable-objc-gc=auto --enable-offload-targets=nvptx-none,hsa --enable-plugin --enable-shared --enable-threads=posix --host=x86_64-linux-gnu --program-prefix=x86_64-linux-gnu- --target=x86_64-linux-gnu --with-abi=m64 --with-arch-32=i686 --with-default-libstdcxx-abi=new --with-gcc-major-version-only --with-multilib-list=m32,m64,mx32 --with-target-system-zlib=auto --with-tune=generic --without-cuda-driver -v- 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++,gm2 --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-multiarch --enable-multilib --enable-nls --enable-objc-gc=auto --enable-offload-targets=nvptx-none,hsa --enable-plugin --enable-shared --enable-threads=posix --host=x86_64-linux-gnu --program-prefix=x86_64-linux-gnu- --target=x86_64-linux-gnu --with-abi=m64 --with-arch-32=i686 --with-default-libstdcxx-abi=new --with-gcc-major-version-only --with-multilib-list=m32,m64,mx32 --with-target-system-zlib=auto --with-tune=generic --without-cuda-driver -v- GTX 1650: --build=x86_64-linux-gnu --disable-vtable-verify --disable-werror --enable-checking=release --enable-clocale=gnu --enable-default-pie --enable-gnu-unique-object --enable-languages=c,ada,c++,go,brig,d,fortran,objc,obj-c++,gm2 --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-multiarch --enable-multilib --enable-nls --enable-objc-gc=auto --enable-offload-targets=nvptx-none,hsa --enable-plugin --enable-shared --enable-threads=posix --host=x86_64-linux-gnu --program-prefix=x86_64-linux-gnu- --target=x86_64-linux-gnu --with-abi=m64 --with-arch-32=i686 --with-default-libstdcxx-abi=new --with-gcc-major-version-only --with-multilib-list=m32,m64,mx32 --with-target-system-zlib=auto --with-tune=generic --without-cuda-driver -v- GTX 1650 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++,gm2 --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-multiarch --enable-multilib --enable-nls --enable-objc-gc=auto --enable-offload-targets=nvptx-none,hsa --enable-plugin --enable-shared --enable-threads=posix --host=x86_64-linux-gnu --program-prefix=x86_64-linux-gnu- --target=x86_64-linux-gnu --with-abi=m64 --with-arch-32=i686 --with-default-libstdcxx-abi=new --with-gcc-major-version-only --with-multilib-list=m32,m64,mx32 --with-target-system-zlib=auto --with-tune=generic --without-cuda-driver -v- GTX 1660: --build=x86_64-linux-gnu --disable-vtable-verify --disable-werror --enable-checking=release --enable-clocale=gnu --enable-default-pie --enable-gnu-unique-object --enable-languages=c,ada,c++,go,brig,d,fortran,objc,obj-c++,gm2 --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-multiarch --enable-multilib --enable-nls --enable-objc-gc=auto --enable-offload-targets=nvptx-none,hsa --enable-plugin --enable-shared --enable-threads=posix --host=x86_64-linux-gnu --program-prefix=x86_64-linux-gnu- --target=x86_64-linux-gnu --with-abi=m64 --with-arch-32=i686 --with-default-libstdcxx-abi=new --with-gcc-major-version-only --with-multilib-list=m32,m64,mx32 --with-target-system-zlib=auto --with-tune=generic --without-cuda-driver -v- GTX 1660 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++,gm2 --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-multiarch --enable-multilib --enable-nls --enable-objc-gc=auto --enable-offload-targets=nvptx-none,hsa --enable-plugin --enable-shared --enable-threads=posix --host=x86_64-linux-gnu --program-prefix=x86_64-linux-gnu- --target=x86_64-linux-gnu --with-abi=m64 --with-arch-32=i686 --with-default-libstdcxx-abi=new --with-gcc-major-version-only --with-multilib-list=m32,m64,mx32 --with-target-system-zlib=auto --with-tune=generic --without-cuda-driver -v- GTX 1660 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++,gm2 --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-multiarch --enable-multilib --enable-nls --enable-objc-gc=auto --enable-offload-targets=nvptx-none,hsa --enable-plugin --enable-shared --enable-threads=posix --host=x86_64-linux-gnu --program-prefix=x86_64-linux-gnu- --target=x86_64-linux-gnu --with-abi=m64 --with-arch-32=i686 --with-default-libstdcxx-abi=new --with-gcc-major-version-only --with-multilib-list=m32,m64,mx32 --with-target-system-zlib=auto --with-tune=generic --without-cuda-driver -v- 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++,gm2 --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-multiarch --enable-multilib --enable-nls --enable-objc-gc=auto --enable-offload-targets=nvptx-none,hsa --enable-plugin --enable-shared --enable-threads=posix --host=x86_64-linux-gnu --program-prefix=x86_64-linux-gnu- --target=x86_64-linux-gnu --with-abi=m64 --with-arch-32=i686 --with-default-libstdcxx-abi=new --with-gcc-major-version-only --with-multilib-list=m32,m64,mx32 --with-target-system-zlib=auto --with-tune=generic --without-cuda-driver -v- 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++,gm2 --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-multiarch --enable-multilib --enable-nls --enable-objc-gc=auto --enable-offload-targets=nvptx-none,hsa --enable-plugin --enable-shared --enable-threads=posix --host=x86_64-linux-gnu --program-prefix=x86_64-linux-gnu- --target=x86_64-linux-gnu --with-abi=m64 --with-arch-32=i686 --with-default-libstdcxx-abi=new --with-gcc-major-version-only --with-multilib-list=m32,m64,mx32 --with-target-system-zlib=auto --with-tune=generic --without-cuda-driver -v- 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++,gm2 --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-multiarch --enable-multilib --enable-nls --enable-objc-gc=auto --enable-offload-targets=nvptx-none,hsa --enable-plugin --enable-shared --enable-threads=posix --host=x86_64-linux-gnu --program-prefix=x86_64-linux-gnu- --target=x86_64-linux-gnu --with-abi=m64 --with-arch-32=i686 --with-default-libstdcxx-abi=new --with-gcc-major-version-only --with-multilib-list=m32,m64,mx32 --with-target-system-zlib=auto --with-tune=generic --without-cuda-driver -v- 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++,gm2 --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-multiarch --enable-multilib --enable-nls --enable-objc-gc=auto --enable-offload-targets=nvptx-none,hsa --enable-plugin --enable-shared --enable-threads=posix --host=x86_64-linux-gnu --program-prefix=x86_64-linux-gnu- --target=x86_64-linux-gnu --with-abi=m64 --with-arch-32=i686 --with-default-libstdcxx-abi=new --with-gcc-major-version-only --with-multilib-list=m32,m64,mx32 --with-target-system-zlib=auto --with-tune=generic --without-cuda-driver -v- 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++,gm2 --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-multiarch --enable-multilib --enable-nls --enable-objc-gc=auto --enable-offload-targets=nvptx-none,hsa --enable-plugin --enable-shared --enable-threads=posix --host=x86_64-linux-gnu --program-prefix=x86_64-linux-gnu- --target=x86_64-linux-gnu --with-abi=m64 --with-arch-32=i686 --with-default-libstdcxx-abi=new --with-gcc-major-version-only --with-multilib-list=m32,m64,mx32 --with-target-system-zlib=auto --with-tune=generic --without-cuda-driver -v- 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++,gm2 --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-multiarch --enable-multilib --enable-nls --enable-objc-gc=auto --enable-offload-targets=nvptx-none,hsa --enable-plugin --enable-shared --enable-threads=posix --host=x86_64-linux-gnu --program-prefix=x86_64-linux-gnu- --target=x86_64-linux-gnu --with-abi=m64 --with-arch-32=i686 --with-default-libstdcxx-abi=new --with-gcc-major-version-only --with-multilib-list=m32,m64,mx32 --with-target-system-zlib=auto --with-tune=generic --without-cuda-driver -v- 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++,gm2 --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-multiarch --enable-multilib --enable-nls --enable-objc-gc=auto --enable-offload-targets=nvptx-none,hsa --enable-plugin --enable-shared --enable-threads=posix --host=x86_64-linux-gnu --program-prefix=x86_64-linux-gnu- --target=x86_64-linux-gnu --with-abi=m64 --with-arch-32=i686 --with-default-libstdcxx-abi=new --with-gcc-major-version-only --with-multilib-list=m32,m64,mx32 --with-target-system-zlib=auto --with-tune=generic --without-cuda-driver -v- 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++,gm2 --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-multiarch --enable-multilib --enable-nls --enable-objc-gc=auto --enable-offload-targets=nvptx-none,hsa --enable-plugin --enable-shared --enable-threads=posix --host=x86_64-linux-gnu --program-prefix=x86_64-linux-gnu- --target=x86_64-linux-gnu --with-abi=m64 --with-arch-32=i686 --with-default-libstdcxx-abi=new --with-gcc-major-version-only --with-multilib-list=m32,m64,mx32 --with-target-system-zlib=auto --with-tune=generic --without-cuda-driver -v- gputest: --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 950: Scaling Governor: acpi-cpufreq performance - CPU Microcode: 0x8701013- GTX 960: Scaling Governor: acpi-cpufreq performance - CPU Microcode: 0x8701013- GTX 970: Scaling Governor: acpi-cpufreq performance - CPU Microcode: 0x8701013- GTX 980: Scaling Governor: acpi-cpufreq performance - CPU Microcode: 0x8701013- GTX 980 Ti: Scaling Governor: acpi-cpufreq performance - CPU Microcode: 0x8701013- GTX TITAN X: Scaling Governor: acpi-cpufreq performance - CPU Microcode: 0x8701013- GTX 1050 Ti: Scaling Governor: acpi-cpufreq performance - CPU Microcode: 0x8701013- GTX 1060: Scaling Governor: acpi-cpufreq performance - CPU Microcode: 0x8701013- GTX 1070: Scaling Governor: acpi-cpufreq performance - CPU Microcode: 0x8701013- GTX 1070 Ti: Scaling Governor: acpi-cpufreq performance - CPU Microcode: 0x8701013- GTX 1080: Scaling Governor: acpi-cpufreq performance - CPU Microcode: 0x8701013- GTX 1650: Scaling Governor: acpi-cpufreq performance - CPU Microcode: 0x8701013- GTX 1650 SUPER: Scaling Governor: acpi-cpufreq performance - CPU Microcode: 0x8701013- GTX 1660: Scaling Governor: acpi-cpufreq performance - CPU Microcode: 0x8701013- GTX 1660 SUPER: Scaling Governor: acpi-cpufreq performance - CPU Microcode: 0x8701013- GTX 1660 Ti: Scaling Governor: acpi-cpufreq performance - CPU Microcode: 0x8701013- RTX 2060: Scaling Governor: acpi-cpufreq performance - CPU Microcode: 0x8701013- RTX 2060 SUPER: Scaling Governor: acpi-cpufreq performance - CPU Microcode: 0x8701013- RTX 2070: Scaling Governor: acpi-cpufreq performance - CPU Microcode: 0x8701013- RTX 2070 SUPER: Scaling Governor: acpi-cpufreq performance - CPU Microcode: 0x8701013- RTX 2080: Scaling Governor: acpi-cpufreq performance - CPU Microcode: 0x8701013- RTX 2080 SUPER: Scaling Governor: acpi-cpufreq performance - CPU Microcode: 0x8701013- RTX 2080 Ti: Scaling Governor: acpi-cpufreq performance - CPU Microcode: 0x8701013- TITAN RTX: Scaling Governor: acpi-cpufreq performance - CPU Microcode: 0x8701013- gputest: CPU Microcode: 0x1OpenCL Details- GTX 950: GPU Compute Cores: 768- GTX 960: GPU Compute Cores: 1024- GTX 970: GPU Compute Cores: 1664- GTX 980: GPU Compute Cores: 2048- GTX 980 Ti: GPU Compute Cores: 2816- GTX TITAN X: GPU Compute Cores: 3072- GTX 1050 Ti: GPU Compute Cores: 768- GTX 1060: GPU Compute Cores: 1280- GTX 1070: GPU Compute Cores: 1920- GTX 1070 Ti: GPU Compute Cores: 2432- GTX 1080: GPU Compute Cores: 2560- GTX 1650: GPU Compute Cores: 896- GTX 1650 SUPER: GPU Compute Cores: 1280- GTX 1660: GPU Compute Cores: 1408- GTX 1660 SUPER: GPU Compute Cores: 1408- GTX 1660 Ti: GPU Compute Cores: 1536- 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: 4608Python Details- GTX 950: Python 3.8.2- GTX 960: Python 3.8.2- GTX 970: Python 3.8.2- GTX 980: Python 3.8.2- GTX 980 Ti: Python 3.8.2- GTX TITAN X: Python 3.8.2- GTX 1050 Ti: Python 3.8.2- GTX 1060: Python 3.8.2- GTX 1070: Python 3.8.2- GTX 1070 Ti: Python 3.8.2- GTX 1080: Python 3.8.2- GTX 1650: Python 3.8.2- GTX 1650 SUPER: Python 3.8.2- GTX 1660: Python 3.8.2- GTX 1660 SUPER: Python 3.8.2- GTX 1660 Ti: Python 3.8.2- RTX 2060: Python 3.8.2- RTX 2060 SUPER: Python 3.8.2- RTX 2070: Python 3.8.2- RTX 2070 SUPER: Python 3.8.2- RTX 2080: Python 3.8.2- RTX 2080 SUPER: Python 3.8.2- RTX 2080 Ti: Python 3.8.2- TITAN RTX: Python 3.8.2- gputest: Python 3.8.5Security Details- GTX 950: 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 960: 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 970: 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 980: 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 980 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 STIBP: conditional RSB filling + srbds: Not affected + tsx_async_abort: Not affected- GTX TITAN X: 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 1050 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 STIBP: conditional RSB filling + srbds: Not affected + tsx_async_abort: Not affected- GTX 1060: 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 1070: 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 1070 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 STIBP: conditional RSB filling + srbds: Not affected + tsx_async_abort: Not affected- 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 STIBP: conditional RSB filling + srbds: Not affected + tsx_async_abort: Not affected- GTX 1650: 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 1650 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 STIBP: conditional RSB filling + srbds: Not affected + tsx_async_abort: Not affected- GTX 1660: 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 1660 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 STIBP: conditional RSB filling + srbds: Not affected + tsx_async_abort: Not affected- GTX 1660 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 STIBP: conditional 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 STIBP: conditional 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 STIBP: conditional 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 STIBP: conditional 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 STIBP: conditional 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 STIBP: conditional 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 STIBP: conditional 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 STIBP: conditional 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 STIBP: conditional RSB filling + srbds: Not affected + tsx_async_abort: Not affected- gputest: itlb_multihit: KVM: Vulnerable + l1tf: Mitigation of PTE Inversion + mds: Vulnerable: Clear buffers attempted no microcode; SMT Host state unknown + meltdown: Mitigation of PTI + spec_store_bypass: Vulnerable + spectre_v1: Mitigation of usercopy/swapgs barriers and __user pointer sanitization + spectre_v2: Mitigation of Full generic retpoline IBPB: conditional IBRS_FW STIBP: disabled RSB filling + srbds: Not affected + tsx_async_abort: Vulnerable: Clear buffers attempted no microcode; SMT Host state unknownKernel Details- gputest: Transparent Huge Pages: madvise

GTX 950GTX 960GTX 970GTX 980GTX 980 TiGTX TITAN XGTX 1050 TiGTX 1060GTX 1070GTX 1070 TiGTX 1080GTX 1650GTX 1650 SUPERGTX 1660GTX 1660 SUPERGTX 1660 TiRTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXgputestLogarithmic Result OverviewPhoronix Test SuiteRodiniacl-memFAHBenchArrayFireMixbenchclpeakFinanceBenchNAMD CUDALeelaChessZeroViennaCL

NVIDIA GPU Compute OpenCL CUDA Benchmarksmixbench: OpenCL - Double Precisioncl-mem: Readcl-mem: Writeclpeak: Global Memory Bandwidthrodinia: OpenCL Particle Filtermixbench: NVIDIA CUDA - Half Precisionmandelgpu: GPUmixbench: OpenCL - Single Precisionclpeak: Single-Precision Floatplaidml: No - Inference - IMDB LSTM - OpenCLmixbench: NVIDIA CUDA - Single Precisionoctanebench: Total Scoreplaidml: No - Inference - Mobilenet - OpenCLluxcorerender-cl: LuxCore Benchmarkluxcorerender-cl: DLSCluxcorerender-cl: Foodplaidml: Yes - Inference - Mobilenet - OpenCLfahbench: plaidml: No - Inference - DenseNet 201 - OpenCLarrayfire: Conjugate Gradient OpenCLmixbench: NVIDIA CUDA - Double Precisionluxcorerender-cl: Rainbow Colors and Prismcl-mem: Copygromacs-gpu: Water Benchmarkplaidml: No - Training - Mobilenet - OpenCLmixbench: OpenCL - Integerneatbench: GPUclpeak: Integer Compute INTmixbench: NVIDIA CUDA - Integernamd-cuda: ATPase Simulation - 327,506 Atomslczero: OpenCLclpeak: Double-Precision Doubleviennacl: OpenCL LU Factorizationfinancebench: Black-Scholes OpenCLGTX 950GTX 960GTX 970GTX 980GTX 980 TiGTX TITAN XGTX 1050 TiGTX 1060GTX 1070GTX 1070 TiGTX 1080GTX 1650GTX 1650 SUPERGTX 1660GTX 1660 SUPERGTX 1660 TiRTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXgputest69.7890.384.990.1823.83461530230.32149.601974.96111.2551.155045408.280.810.980.39508.6652.694141.978.3493.2278.51.802625.559.54593.760.59513198269.8747.286127.81886793.0181.577.782.2318.40979940246.72779.322604.97143.1558.903229434.070.971.150.44609.1662.304145.548.9682.8472.82.154828.809.53789.990.50785243092.4152.920619.513200137.20144.6136.3144.5613.185113624502.04141.793874.98203.0896.200864716.821.461.730.67910.9190.846073.895.4004.81125.92.99573.251215.7515.41145.140.360715163137.4860.197914.196159.33165.3159.1165.2911.774121139566.84683.964472.77228.46110.814321810.501.631.930.781053.49102.366882.214.9045.11145.03.27180.471389.9017.31306.510.335666265159.7261.936212.101197.44266.0245.9264.7410.071148357386.15844.905512.89267.88143.5214321029.362.002.360.921290.48115.775399.843.6226.59217.83.85789.281711.031612.520.291388283197.2364.53589.596221.88243.5237.6246.439.155162891036.96463.106121.76294.10154.4208191106.292.092.500.981369.20123.1897105.393.9176.47214.44.08193.031911.011757.810.271039066219.4265.94509.32384.7895.291.292.3421.26742.3975842143.42561.982331.18130.662379.0155.432593481.310.961.130.46594.4161.588949.717.77584.553.9887.92.08457.13771.53719.46667.900.53233256584.6051.338124.362200150.48154.4148.1147.6612.00275.77130290433.84355.284110.71227.234167.4191.732906775.731.531.780.65987.07102.268379.135.000151.635.41138.53.18183.521354.141275.121187.720.309575933150.6861.653013.340224.82206.2199.5197.208.205113.32184077179.76476.926093.02314.836174.80132.8393541052.642.122.460.921392.46139.4974108.464.077225.056.62183.34.052103.792019.0821.51695.791764.630.240229750223.6066.20688.968241.99206.2198.2198.187.791121.42194875210.87018.906788.40331.846647.94141.6676551070.902.242.550.981485.78137.1393108.233.814240.925.38184.14.25999.642157.312076.451887.610.223009947242.7069.18387.298296.66229.6225.6223.146.457149.35231826397.88520.978218.62398.828182.72148.4720091154.132.132.450.991665.72151.5679112.283.387296.094.23207.44.63499.822655.5824.62430.552326.090.2242612662298.4670.68806.98191.77108.7104.4105.3117.8236948.33132266243.93441.362673.64201.273474.1777.410218573.671.511.730.67814.5075.813559.376.80892.373.9399.23.25365.593466.7212.82641.383108.840.345033101109.2062.960724.145285132.75167.0145.8156.8612.48710057.46186025762.64943.064123.66269.174993.9292.367839740.171.361.610.811080.4382.052173.174.445133.882.73143.84.12277.104975.184128.394492.320.262115151157.9867.933016.577785141.25163.9157.3158.1511.89310568.46193795979.55259.294543.64289.425313.33119.105265858.902.202.560.991199.66125.615887.254.541141.365.58145.94.41297.945303.5118.64338.674753.110.242905895168.5667.820015.259144.30296.6240.7276.3511.48210862.90200846066.45462.594440.23298.775440.74135.6571341080.112.262.631.091380.68135.6073100.512.642144.145.61240.24.629111.395432.404280.554866.610.231777366172.4968.153215.271155.78251.2223.9234.9110.84711787.37210891296.25821.194778.23313.085888.78133.3451038.862.112.511.071427.43138.557898.993.068157.145.01211.14.789108.065803.634734.365271.340.228007733184.3470.028714.385194.80297.4258.7276.948.83614646.46252924048.77222.285417.55390.077339.39166.0985711285.582.793.341.171719.71178.4712125.232.659196.307.97239.45.416125.337275.3328.35356.846539.810.2063510290232.1773.309112.555222.15396.8341.3368.947.91416507.06281931310.08159.157034.77438.268264.66206.0789431585.763.544.201.332012.37200.7664146.902.083221.8011.32288.05.789154.818218.026930.217348.910.2005712335261.8972.501010.498226.65396.9328.5369.307.76716838.72284631717.48357.967265.91444.848435.23207.5382861575.653.494.171.301996.60199.8719147.872.097226.2110.98284.45.865153.038362.8635.87133.777540.280.2036212311267.7972.569910.254259.11396.8322.9369.626.83719501.67323061985.49630.838540.73500.269754.99221.1937481712.753.694.441.902287.03221.7284149.692.071260.9710.21292.16.249154.749696.388484.418722.280.1962514730308.8674.44738.263290.13396.5338.1369.236.19621764.40345359936.410812.529161.18544.5410845.36224.3872111726.603.554.321.872322.39235.5341151.992.075291.569.24290.06.536154.3510930.5638.39141.239732.480.1926515442345.1174.72987.657315.03437.6352.9405.925.71823628.78374422420.611758.6510264.38588.0411685.95234.0664461815.923.624.381.932432.73248.0118159.791.900315.619.14301.76.572158.8211752.1110266.7210562.990.1932917501376.3276.10166.811436.81545.7449.5506.904.41431492.24448915216.616061.0913536.25753.7514734.03310.8143992406.164.755.672.232751.85290.7249212.111.677409.4612.33324.07.136187.7316323.9413629.3714103.790.1908221839522.2275.78716.020454.37567.7491.7530.794.25032084.79480798376.615032.4714178.85775.6915103.61324.5467692544.674.995.982.232856.83292.1593227.301.666413.6612.73322.77.117198.3716979.9948.113783.9314426.110.1919522424548.2676.64105.7016797.38777.4734.9768.882.55811996.0113776.72190.62632.618268.512647.230.020613969.2229.94027220177018.1342.34101.601OpenBenchmarking.org

Mixbench

A benchmark suite for GPUs on mixed operational intensity kernels. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgGFLOPS, More Is BetterMixbench 2020-06-23Backend: OpenCL - Benchmark: Double PrecisiongputestTITAN RTXRTX 2080 TiRTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 2060GTX TITAN XGTX 980 TiGTX 980GTX 970GTX 960GTX 950GTX 1660 TiGTX 1660 SUPERGTX 1660GTX 1650 SUPERGTX 1650GTX 1080GTX 1070 TiGTX 1070GTX 1060GTX 1050 Ti15003000450060007500SE +/- 1.59, N = 3SE +/- 1.13, N = 14SE +/- 0.56, N = 15SE +/- 0.08, N = 15SE +/- 0.56, N = 14SE +/- 0.00, N = 14SE +/- 0.11, N = 15SE +/- 0.01, N = 13SE +/- 0.00, N = 13SE +/- 0.07, N = 14SE +/- 0.12, N = 13SE +/- 0.18, N = 13SE +/- 0.16, N = 13SE +/- 0.07, N = 12SE +/- 0.12, N = 11SE +/- 0.12, N = 13SE +/- 0.22, N = 13SE +/- 0.14, N = 13SE +/- 0.15, N = 13SE +/- 0.01, N = 12SE +/- 0.15, N = 14SE +/- 0.08, N = 14SE +/- 0.06, N = 13SE +/- 0.23, N = 13SE +/- 0.02, N = 126797.38454.37436.81315.03290.13259.11226.65222.15194.80221.88197.44159.33137.2093.0169.78155.78144.30141.25132.7591.77296.66241.99224.82150.4884.781. (CXX) g++ options: -lm -lstdc++ -lOpenCL -lrt -O2
OpenBenchmarking.orgGFLOPS, More Is BetterMixbench 2020-06-23Backend: OpenCL - Benchmark: Double PrecisiongputestTITAN RTXRTX 2080 TiRTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 2060GTX TITAN XGTX 980 TiGTX 980GTX 970GTX 960GTX 950GTX 1660 TiGTX 1660 SUPERGTX 1660GTX 1650 SUPERGTX 1650GTX 1080GTX 1070 TiGTX 1070GTX 1060GTX 1050 Ti12002400360048006000Min: 6794.66 / Avg: 6797.38 / Max: 6800.16Min: 445.15 / Avg: 454.37 / Max: 456.59Min: 428.97 / Avg: 436.81 / Max: 437.49Min: 313.92 / Avg: 315.03 / Max: 315.14Min: 284.75 / Avg: 290.13 / Max: 291.94Min: 259.1 / Avg: 259.11 / Max: 259.12Min: 225.08 / Avg: 226.65 / Max: 226.79Min: 222.08 / Avg: 222.15 / Max: 222.19Min: 194.79 / Avg: 194.8 / Max: 194.8Min: 221.19 / Avg: 221.88 / Max: 222.46Min: 196.79 / Avg: 197.44 / Max: 197.93Min: 157.8 / Avg: 159.33 / Max: 159.8Min: 135.92 / Avg: 137.2 / Max: 137.81Min: 92.5 / Avg: 93.01 / Max: 93.26Min: 69.26 / Avg: 69.78 / Max: 70.35Min: 154.73 / Avg: 155.78 / Max: 156.08Min: 142.68 / Avg: 144.3 / Max: 144.94Min: 140.48 / Avg: 141.25 / Max: 141.62Min: 131.89 / Avg: 132.75 / Max: 133.21Min: 91.66 / Avg: 91.77 / Max: 91.79Min: 295.86 / Avg: 296.66 / Max: 297.19Min: 241.49 / Avg: 241.99 / Max: 242.62Min: 224.49 / Avg: 224.82 / Max: 225.04Min: 149.21 / Avg: 150.48 / Max: 151.63Min: 84.58 / Avg: 84.78 / Max: 84.841. (CXX) g++ options: -lm -lstdc++ -lOpenCL -lrt -O2

cl-mem

A basic OpenCL memory benchmark. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgGB/s, More Is Bettercl-mem 2017-01-13Benchmark: ReadgputestTITAN RTXRTX 2080 TiRTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 2060GTX TITAN XGTX 980 TiGTX 980GTX 970GTX 960GTX 950GTX 1660 TiGTX 1660 SUPERGTX 1660GTX 1650 SUPERGTX 1650GTX 1080GTX 1070 TiGTX 1070GTX 1060GTX 1050 Ti2004006008001000SE +/- 3.18, N = 3SE +/- 0.13, N = 9SE +/- 0.13, N = 8SE +/- 0.11, N = 8SE +/- 0.42, N = 8SE +/- 0.09, N = 8SE +/- 0.10, N = 8SE +/- 0.13, N = 8SE +/- 0.08, N = 7SE +/- 0.20, N = 6SE +/- 0.17, N = 6SE +/- 0.08, N = 5SE +/- 0.02, N = 4SE +/- 0.80, N = 2SE +/- 0.00, N = 3SE +/- 0.07, N = 6SE +/- 0.07, N = 7SE +/- 0.02, N = 5SE +/- 0.04, N = 5SE +/- 0.04, N = 4SE +/- 0.08, N = 6SE +/- 0.03, N = 6SE +/- 0.03, N = 6SE +/- 0.02, N = 5SE +/- 0.00, N = 3777.4567.7545.7437.6396.5396.8396.9396.8297.4243.5266.0165.3144.681.590.3251.2296.6163.9167.0108.7229.6206.2206.2154.495.21. (CC) gcc options: -O2 -flto -lOpenCL
OpenBenchmarking.orgGB/s, More Is Bettercl-mem 2017-01-13Benchmark: ReadgputestTITAN RTXRTX 2080 TiRTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 2060GTX TITAN XGTX 980 TiGTX 980GTX 970GTX 960GTX 950GTX 1660 TiGTX 1660 SUPERGTX 1660GTX 1650 SUPERGTX 1650GTX 1080GTX 1070 TiGTX 1070GTX 1060GTX 1050 Ti140280420560700Min: 772.1 / Avg: 777.43 / Max: 783.1Min: 567.2 / Avg: 567.68 / Max: 568.2Min: 544.9 / Avg: 545.65 / Max: 546Min: 437.2 / Avg: 437.63 / Max: 437.9Min: 393.6 / Avg: 396.51 / Max: 397.1Min: 396.5 / Avg: 396.78 / Max: 397.1Min: 396.5 / Avg: 396.85 / Max: 397.1Min: 396.3 / Avg: 396.78 / Max: 397.1Min: 297.1 / Avg: 297.37 / Max: 297.6Min: 242.7 / Avg: 243.47 / Max: 244Min: 265.2 / Avg: 265.95 / Max: 266.3Min: 165.1 / Avg: 165.34 / Max: 165.5Min: 144.5 / Avg: 144.58 / Max: 144.6Min: 80.7 / Avg: 81.5 / Max: 82.3Min: 90.3 / Avg: 90.3 / Max: 90.3Min: 250.9 / Avg: 251.23 / Max: 251.3Min: 296.4 / Avg: 296.61 / Max: 296.8Min: 163.9 / Avg: 163.92 / Max: 164Min: 166.9 / Avg: 167.02 / Max: 167.1Min: 108.6 / Avg: 108.7 / Max: 108.8Min: 229.3 / Avg: 229.55 / Max: 229.8Min: 206.1 / Avg: 206.23 / Max: 206.3Min: 206.1 / Avg: 206.18 / Max: 206.3Min: 154.4 / Avg: 154.44 / Max: 154.5Min: 95.2 / Avg: 95.2 / Max: 95.21. (CC) gcc options: -O2 -flto -lOpenCL

OpenBenchmarking.orgGB/s, More Is Bettercl-mem 2017-01-13Benchmark: WritegputestTITAN RTXRTX 2080 TiRTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 2060GTX TITAN XGTX 980 TiGTX 980GTX 970GTX 960GTX 950GTX 1660 TiGTX 1660 SUPERGTX 1660GTX 1650 SUPERGTX 1650GTX 1080GTX 1070 TiGTX 1070GTX 1060GTX 1050 Ti160320480640800SE +/- 1.33, N = 3SE +/- 0.97, N = 9SE +/- 0.21, N = 8SE +/- 0.27, N = 8SE +/- 0.51, N = 8SE +/- 0.29, N = 8SE +/- 0.29, N = 8SE +/- 0.29, N = 8SE +/- 0.46, N = 7SE +/- 0.08, N = 6SE +/- 0.14, N = 6SE +/- 0.20, N = 5SE +/- 0.15, N = 4SE +/- 0.03, N = 3SE +/- 0.12, N = 3SE +/- 0.14, N = 6SE +/- 0.36, N = 7SE +/- 0.04, N = 5SE +/- 0.04, N = 5SE +/- 0.02, N = 4SE +/- 0.09, N = 6SE +/- 0.03, N = 6SE +/- 0.03, N = 6SE +/- 0.02, N = 5SE +/- 0.03, N = 3734.9491.7449.5352.9338.1322.9328.5341.3258.7237.6245.9159.1136.377.784.9223.9240.7157.3145.8104.4225.6198.2199.5148.191.21. (CC) gcc options: -O2 -flto -lOpenCL
OpenBenchmarking.orgGB/s, More Is Bettercl-mem 2017-01-13Benchmark: WritegputestTITAN RTXRTX 2080 TiRTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 2060GTX TITAN XGTX 980 TiGTX 980GTX 970GTX 960GTX 950GTX 1660 TiGTX 1660 SUPERGTX 1660GTX 1650 SUPERGTX 1650GTX 1080GTX 1070 TiGTX 1070GTX 1060GTX 1050 Ti130260390520650Min: 732.3 / Avg: 734.93 / Max: 736.6Min: 487.8 / Avg: 491.68 / Max: 495.2Min: 448.9 / Avg: 449.46 / Max: 450.4Min: 351.8 / Avg: 352.94 / Max: 354.2Min: 335.9 / Avg: 338.08 / Max: 340Min: 321.4 / Avg: 322.91 / Max: 324Min: 327.5 / Avg: 328.5 / Max: 329.8Min: 340.3 / Avg: 341.33 / Max: 342.5Min: 257.2 / Avg: 258.71 / Max: 260.6Min: 237.3 / Avg: 237.58 / Max: 237.9Min: 245.3 / Avg: 245.85 / Max: 246.2Min: 158.6 / Avg: 159.14 / Max: 159.5Min: 136 / Avg: 136.3 / Max: 136.6Min: 77.7 / Avg: 77.73 / Max: 77.8Min: 84.7 / Avg: 84.87 / Max: 85.1Min: 223.4 / Avg: 223.87 / Max: 224.2Min: 239.5 / Avg: 240.66 / Max: 241.7Min: 157.2 / Avg: 157.34 / Max: 157.4Min: 145.7 / Avg: 145.76 / Max: 145.9Min: 104.4 / Avg: 104.43 / Max: 104.5Min: 225.3 / Avg: 225.55 / Max: 225.9Min: 198.1 / Avg: 198.2 / Max: 198.3Min: 199.4 / Avg: 199.52 / Max: 199.6Min: 148.1 / Avg: 148.14 / Max: 148.2Min: 91.1 / Avg: 91.17 / Max: 91.21. (CC) gcc options: -O2 -flto -lOpenCL

clpeak

Clpeak is designed to test the peak capabilities of OpenCL devices. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgGBPS, More Is BetterclpeakOpenCL Test: Global Memory BandwidthgputestTITAN RTXRTX 2080 TiRTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 2060GTX TITAN XGTX 980 TiGTX 980GTX 970GTX 960GTX 950GTX 1660 TiGTX 1660 SUPERGTX 1660GTX 1650 SUPERGTX 1650GTX 1080GTX 1070 TiGTX 1070GTX 1060GTX 1050 Ti170340510680850SE +/- 0.34, N = 3SE +/- 0.05, N = 13SE +/- 0.46, N = 12SE +/- 0.14, N = 13SE +/- 0.07, N = 13SE +/- 0.10, N = 13SE +/- 0.05, N = 13SE +/- 0.06, N = 13SE +/- 0.15, N = 12SE +/- 0.09, N = 9SE +/- 0.13, N = 15SE +/- 0.01, N = 13SE +/- 0.02, N = 12SE +/- 0.01, N = 13SE +/- 0.02, N = 13SE +/- 0.12, N = 12SE +/- 0.16, N = 12SE +/- 0.06, N = 11SE +/- 0.02, N = 13SE +/- 0.06, N = 12SE +/- 0.11, N = 15SE +/- 0.01, N = 11SE +/- 0.04, N = 11SE +/- 0.04, N = 10SE +/- 0.07, N = 11768.88530.79506.90405.92369.23369.62369.30368.94276.94246.43264.74165.29144.5682.2390.18234.91276.35158.15156.86105.31223.14198.18197.20147.6692.341. (CXX) g++ options: -O3 -rdynamic -lOpenCL
OpenBenchmarking.orgGBPS, More Is BetterclpeakOpenCL Test: Global Memory BandwidthgputestTITAN RTXRTX 2080 TiRTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 2060GTX TITAN XGTX 980 TiGTX 980GTX 970GTX 960GTX 950GTX 1660 TiGTX 1660 SUPERGTX 1660GTX 1650 SUPERGTX 1650GTX 1080GTX 1070 TiGTX 1070GTX 1060GTX 1050 Ti140280420560700Min: 768.21 / Avg: 768.88 / Max: 769.24Min: 530.37 / Avg: 530.79 / Max: 531Min: 505.13 / Avg: 506.9 / Max: 508.84Min: 404.58 / Avg: 405.92 / Max: 406.34Min: 368.94 / Avg: 369.23 / Max: 369.61Min: 369.1 / Avg: 369.62 / Max: 370.16Min: 369.04 / Avg: 369.3 / Max: 369.5Min: 368.57 / Avg: 368.94 / Max: 369.14Min: 276.33 / Avg: 276.94 / Max: 277.63Min: 246 / Avg: 246.43 / Max: 246.77Min: 262.88 / Avg: 264.74 / Max: 264.96Min: 165.2 / Avg: 165.29 / Max: 165.36Min: 144.44 / Avg: 144.56 / Max: 144.64Min: 82.17 / Avg: 82.23 / Max: 82.3Min: 90.1 / Avg: 90.18 / Max: 90.29Min: 233.81 / Avg: 234.91 / Max: 235.32Min: 274.83 / Avg: 276.35 / Max: 276.66Min: 157.76 / Avg: 158.15 / Max: 158.36Min: 156.71 / Avg: 156.86 / Max: 156.97Min: 104.73 / Avg: 105.31 / Max: 105.46Min: 222.64 / Avg: 223.14 / Max: 224.58Min: 198.13 / Avg: 198.18 / Max: 198.2Min: 196.98 / Avg: 197.2 / Max: 197.59Min: 147.58 / Avg: 147.66 / Max: 147.99Min: 92.15 / Avg: 92.34 / Max: 92.961. (CXX) g++ options: -O3 -rdynamic -lOpenCL

Rodinia

Rodinia is a suite focused upon accelerating compute-intensive applications with accelerators. CUDA, OpenMP, and OpenCL parallel models are supported by the included applications. This profile utilizes select OpenCL, NVIDIA CUDA and OpenMP test binaries at the moment. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterRodinia 3.1Test: OpenCL Particle FiltergputestTITAN RTXRTX 2080 TiRTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 2060GTX TITAN XGTX 980 TiGTX 980GTX 970GTX 960GTX 950GTX 1660 TiGTX 1660 SUPERGTX 1660GTX 1650 SUPERGTX 1650GTX 1080GTX 1070 TiGTX 1070GTX 1060GTX 1050 Ti612182430SE +/- 0.041, N = 13SE +/- 0.008, N = 8SE +/- 0.009, N = 8SE +/- 0.006, N = 7SE +/- 0.008, N = 7SE +/- 0.011, N = 6SE +/- 0.005, N = 6SE +/- 0.008, N = 6SE +/- 0.004, N = 5SE +/- 0.038, N = 5SE +/- 0.092, N = 5SE +/- 0.058, N = 4SE +/- 0.026, N = 4SE +/- 0.055, N = 3SE +/- 0.028, N = 3SE +/- 0.016, N = 5SE +/- 0.009, N = 5SE +/- 0.015, N = 4SE +/- 0.021, N = 4SE +/- 0.004, N = 3SE +/- 0.018, N = 6SE +/- 0.006, N = 6SE +/- 0.019, N = 6SE +/- 0.012, N = 4SE +/- 0.027, N = 32.5584.2504.4145.7186.1966.8377.7677.9148.8369.15510.07111.77413.18518.40923.83410.84711.48211.89312.48717.8236.4577.7918.20512.00221.2671. (CXX) g++ options: -m64 -lm -lcuda -lcudart -lcudadevrt -lcudart_static -lrt -lpthread -ldl
OpenBenchmarking.orgSeconds, Fewer Is BetterRodinia 3.1Test: OpenCL Particle FiltergputestTITAN RTXRTX 2080 TiRTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 2060GTX TITAN XGTX 980 TiGTX 980GTX 970GTX 960GTX 950GTX 1660 TiGTX 1660 SUPERGTX 1660GTX 1650 SUPERGTX 1650GTX 1080GTX 1070 TiGTX 1070GTX 1060GTX 1050 Ti612182430Min: 2.42 / Avg: 2.56 / Max: 2.99Min: 4.21 / Avg: 4.25 / Max: 4.28Min: 4.37 / Avg: 4.41 / Max: 4.44Min: 5.69 / Avg: 5.72 / Max: 5.74Min: 6.17 / Avg: 6.2 / Max: 6.23Min: 6.8 / Avg: 6.84 / Max: 6.88Min: 7.75 / Avg: 7.77 / Max: 7.78Min: 7.89 / Avg: 7.91 / Max: 7.95Min: 8.82 / Avg: 8.84 / Max: 8.85Min: 9.04 / Avg: 9.15 / Max: 9.28Min: 9.84 / Avg: 10.07 / Max: 10.37Min: 11.63 / Avg: 11.77 / Max: 11.87Min: 13.11 / Avg: 13.18 / Max: 13.23Min: 18.32 / Avg: 18.41 / Max: 18.51Min: 23.79 / Avg: 23.83 / Max: 23.89Min: 10.79 / Avg: 10.85 / Max: 10.88Min: 11.46 / Avg: 11.48 / Max: 11.5Min: 11.86 / Avg: 11.89 / Max: 11.93Min: 12.46 / Avg: 12.49 / Max: 12.55Min: 17.82 / Avg: 17.82 / Max: 17.83Min: 6.42 / Avg: 6.46 / Max: 6.53Min: 7.76 / Avg: 7.79 / Max: 7.8Min: 8.16 / Avg: 8.21 / Max: 8.28Min: 11.97 / Avg: 12 / Max: 12.02Min: 21.23 / Avg: 21.27 / Max: 21.321. (CXX) g++ options: -m64 -lm -lcuda -lcudart -lcudadevrt -lcudart_static -lrt -lpthread -ldl

Mixbench

A benchmark suite for GPUs on mixed operational intensity kernels. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgGFLOPS, More Is BetterMixbench 2020-06-23Backend: NVIDIA CUDA - Benchmark: Half PrecisionTITAN RTXRTX 2080 TiRTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 2060GTX 1660 TiGTX 1660 SUPERGTX 1660GTX 1650 SUPERGTX 1650GTX 1080GTX 1070 TiGTX 1070GTX 1060GTX 1050 Ti7K14K21K28K35KSE +/- 939.79, N = 15SE +/- 601.15, N = 15SE +/- 15.07, N = 15SE +/- 10.25, N = 14SE +/- 1.10, N = 14SE +/- 1.36, N = 14SE +/- 1.95, N = 14SE +/- 7.32, N = 13SE +/- 0.43, N = 13SE +/- 15.42, N = 13SE +/- 53.59, N = 15SE +/- 0.94, N = 13SE +/- 0.56, N = 12SE +/- 0.10, N = 11SE +/- 0.07, N = 11SE +/- 0.02, N = 11SE +/- 0.02, N = 9SE +/- 0.01, N = 732084.7931492.2423628.7821764.4019501.6716838.7216507.0614646.4611787.3710862.9010568.4610057.466948.33149.35121.42113.3275.7742.391. (CXX) g++ options: -lm -lstdc++ -lOpenCL -lrt -O2
OpenBenchmarking.orgGFLOPS, More Is BetterMixbench 2020-06-23Backend: NVIDIA CUDA - Benchmark: Half PrecisionTITAN RTXRTX 2080 TiRTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 2060GTX 1660 TiGTX 1660 SUPERGTX 1660GTX 1650 SUPERGTX 1650GTX 1080GTX 1070 TiGTX 1070GTX 1060GTX 1050 Ti6K12K18K24K30KMin: 24518.31 / Avg: 32084.79 / Max: 34331.27Min: 24715.45 / Avg: 31492.24 / Max: 32707.23Min: 23424.47 / Avg: 23628.78 / Max: 23667.7Min: 21682.43 / Avg: 21764.4 / Max: 21802.83Min: 19490.54 / Avg: 19501.67 / Max: 19507.51Min: 16827.6 / Avg: 16838.72 / Max: 16843.67Min: 16494.02 / Avg: 16507.06 / Max: 16513.77Min: 14616.78 / Avg: 14646.46 / Max: 14693.04Min: 11785.11 / Avg: 11787.37 / Max: 11791.18Min: 10714.46 / Avg: 10862.9 / Max: 10958.6Min: 9818.29 / Avg: 10568.46 / Max: 10625.78Min: 10050.81 / Avg: 10057.46 / Max: 10060.4Min: 6943.41 / Avg: 6948.33 / Max: 6949.73Min: 148.81 / Avg: 149.35 / Max: 149.7Min: 121.05 / Avg: 121.42 / Max: 121.75Min: 113.13 / Avg: 113.32 / Max: 113.4Min: 75.72 / Avg: 75.77 / Max: 75.83Min: 42.35 / Avg: 42.39 / Max: 42.421. (CXX) g++ options: -lm -lstdc++ -lOpenCL -lrt -O2

MandelGPU

MandelGPU is an OpenCL benchmark and this test runs with the OpenCL rendering float4 kernel with a maximum of 4096 iterations. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSamples/sec, More Is BetterMandelGPU 1.3pts1OpenCL Device: GPUTITAN RTXRTX 2080 TiRTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 2060GTX TITAN XGTX 980 TiGTX 980GTX 970GTX 960GTX 950GTX 1660 TiGTX 1660 SUPERGTX 1660GTX 1650 SUPERGTX 1650GTX 1080GTX 1070 TiGTX 1070GTX 1060GTX 1050 Ti100M200M300M400M500MSE +/- 2829613.77, N = 10SE +/- 2765042.11, N = 10SE +/- 2703218.20, N = 9SE +/- 1245853.73, N = 9SE +/- 1663935.40, N = 9SE +/- 2064512.42, N = 8SE +/- 1074135.38, N = 8SE +/- 1119740.36, N = 8SE +/- 479054.57, N = 6SE +/- 353641.55, N = 6SE +/- 4075144.18, N = 15SE +/- 113731.50, N = 5SE +/- 68943.82, N = 4SE +/- 40239.48, N = 3SE +/- 340263.98, N = 7SE +/- 173522.04, N = 7SE +/- 481764.73, N = 7SE +/- 421595.14, N = 7SE +/- 92918.17, N = 6SE +/- 528438.95, N = 8SE +/- 459096.61, N = 7SE +/- 327094.24, N = 7SE +/- 339240.54, N = 6SE +/- 67025.37, N = 4480798376.6448915216.6374422420.6345359936.4323061985.4284631717.4281931310.0252924048.7162891036.9148357386.1121139566.8113624502.079940246.761530230.3210891296.2200846066.4193795979.5186025762.6132266243.9231826397.8194875210.8184077179.7130290433.875842143.41. (CC) gcc options: -O3 -lm -ftree-vectorize -funroll-loops -lglut -lOpenCL -lGL
OpenBenchmarking.orgSamples/sec, More Is BetterMandelGPU 1.3pts1OpenCL Device: GPUTITAN RTXRTX 2080 TiRTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 2060GTX TITAN XGTX 980 TiGTX 980GTX 970GTX 960GTX 950GTX 1660 TiGTX 1660 SUPERGTX 1660GTX 1650 SUPERGTX 1650GTX 1080GTX 1070 TiGTX 1070GTX 1060GTX 1050 Ti80M160M240M320M400MMin: 463106260.5 / Avg: 480798376.59 / Max: 491644031.3Min: 438029854 / Avg: 448915216.64 / Max: 466681847Min: 358002897 / Avg: 374422420.63 / Max: 383363334.9Min: 339374962.5 / Avg: 345359936.4 / Max: 350396932.2Min: 316977462.9 / Avg: 323061985.43 / Max: 329462608Min: 275171640.8 / Avg: 284631717.38 / Max: 291087216.3Min: 278474549.5 / Avg: 281931310.03 / Max: 286089152.3Min: 248109144.9 / Avg: 252924048.71 / Max: 258461260.5Min: 161459210.8 / Avg: 162891036.9 / Max: 164479374.3Min: 146618731.2 / Avg: 148357386.12 / Max: 148891071.8Min: 64170813.2 / Avg: 121139566.83 / Max: 126800638.2Min: 113324641 / Avg: 113624502.02 / Max: 113888834.6Min: 79746663.6 / Avg: 79940246.65 / Max: 80070920Min: 61449770.7 / Avg: 61530230.3 / Max: 61571988.7Min: 209258093.8 / Avg: 210891296.19 / Max: 211933046.2Min: 200301299.7 / Avg: 200846066.41 / Max: 201587377Min: 192500386.9 / Avg: 193795979.47 / Max: 195596809.8Min: 184418748.2 / Avg: 186025762.63 / Max: 187430680.9Min: 131958476.7 / Avg: 132266243.93 / Max: 132653040.4Min: 229902589.9 / Avg: 231826397.75 / Max: 234595769.3Min: 193461245.9 / Avg: 194875210.81 / Max: 196731090.3Min: 182747338.5 / Avg: 184077179.73 / Max: 185067472.1Min: 128809734.8 / Avg: 130290433.82 / Max: 130995280.5Min: 75681406.7 / Avg: 75842143.35 / Max: 76009016.61. (CC) gcc options: -O3 -lm -ftree-vectorize -funroll-loops -lglut -lOpenCL -lGL

Mixbench

A benchmark suite for GPUs on mixed operational intensity kernels. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgGFLOPS, More Is BetterMixbench 2020-06-23Backend: OpenCL - Benchmark: Single PrecisiongputestTITAN RTXRTX 2080 TiRTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 2060GTX TITAN XGTX 980 TiGTX 980GTX 970GTX 960GTX 950GTX 1660 TiGTX 1660 SUPERGTX 1660GTX 1650 SUPERGTX 1650GTX 1080GTX 1070 TiGTX 1070GTX 1060GTX 1050 Ti3K6K9K12K15KSE +/- 48.86, N = 3SE +/- 619.26, N = 15SE +/- 66.33, N = 15SE +/- 8.02, N = 14SE +/- 14.62, N = 14SE +/- 4.39, N = 14SE +/- 10.00, N = 13SE +/- 2.35, N = 13SE +/- 6.45, N = 13SE +/- 9.14, N = 14SE +/- 4.87, N = 13SE +/- 23.81, N = 15SE +/- 0.70, N = 11SE +/- 1.32, N = 15SE +/- 0.35, N = 11SE +/- 6.62, N = 13SE +/- 8.38, N = 13SE +/- 5.87, N = 13SE +/- 1.39, N = 13SE +/- 0.54, N = 12SE +/- 11.17, N = 14SE +/- 2.95, N = 12SE +/- 12.17, N = 15SE +/- 2.22, N = 13SE +/- 1.64, N = 1311996.0115032.4716061.0911758.6510812.529630.838357.968159.157222.286463.105844.904683.964141.792779.322149.605821.195462.595259.294943.063441.368520.977018.906476.924355.282561.981. (CXX) g++ options: -lm -lstdc++ -lOpenCL -lrt -O2
OpenBenchmarking.orgGFLOPS, More Is BetterMixbench 2020-06-23Backend: OpenCL - Benchmark: Single PrecisiongputestTITAN RTXRTX 2080 TiRTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 2060GTX TITAN XGTX 980 TiGTX 980GTX 970GTX 960GTX 950GTX 1660 TiGTX 1660 SUPERGTX 1660GTX 1650 SUPERGTX 1650GTX 1080GTX 1070 TiGTX 1070GTX 1060GTX 1050 Ti3K6K9K12K15KMin: 11938.91 / Avg: 11996.01 / Max: 12093.24Min: 12178.67 / Avg: 15032.47 / Max: 16964.25Min: 15137.74 / Avg: 16061.09 / Max: 16162.96Min: 11689.84 / Avg: 11758.65 / Max: 11783.04Min: 10730.49 / Avg: 10812.52 / Max: 10870.57Min: 9591.32 / Avg: 9630.83 / Max: 9644.46Min: 8300.71 / Avg: 8357.96 / Max: 8397.78Min: 8136.49 / Avg: 8159.15 / Max: 8168.12Min: 7180.78 / Avg: 7222.28 / Max: 7274.59Min: 6434.75 / Avg: 6463.1 / Max: 6543Min: 5807.37 / Avg: 5844.9 / Max: 5860.52Min: 4351.85 / Avg: 4683.96 / Max: 4719.42Min: 4137.36 / Avg: 4141.79 / Max: 4145.14Min: 2761.82 / Avg: 2779.32 / Max: 2783.07Min: 2147.5 / Avg: 2149.6 / Max: 2151.09Min: 5787.44 / Avg: 5821.19 / Max: 5845.87Min: 5406.17 / Avg: 5462.59 / Max: 5486.06Min: 5233.49 / Avg: 5259.29 / Max: 5276.82Min: 4936.26 / Avg: 4943.06 / Max: 4949.3Min: 3437.54 / Avg: 3441.36 / Max: 3444.1Min: 8464.24 / Avg: 8520.97 / Max: 8585.97Min: 6998.33 / Avg: 7018.9 / Max: 7030.71Min: 6326.68 / Avg: 6476.92 / Max: 6508.09Min: 4343.7 / Avg: 4355.28 / Max: 4365.1Min: 2556.26 / Avg: 2561.98 / Max: 2575.061. (CXX) g++ options: -lm -lstdc++ -lOpenCL -lrt -O2

clpeak

Clpeak is designed to test the peak capabilities of OpenCL devices. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgGFLOPS, More Is BetterclpeakOpenCL Test: Single-Precision FloatgputestTITAN RTXRTX 2080 TiRTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 2060GTX TITAN XGTX 980 TiGTX 980GTX 970GTX 960GTX 950GTX 1660 TiGTX 1660 SUPERGTX 1660GTX 1650 SUPERGTX 1650GTX 1080GTX 1070 TiGTX 1070GTX 1060GTX 1050 Ti3K6K9K12K15KSE +/- 164.91, N = 3SE +/- 206.22, N = 15SE +/- 177.79, N = 15SE +/- 38.81, N = 13SE +/- 73.37, N = 15SE +/- 77.74, N = 15SE +/- 92.93, N = 15SE +/- 85.70, N = 15SE +/- 67.09, N = 15SE +/- 71.02, N = 15SE +/- 62.62, N = 15SE +/- 36.45, N = 13SE +/- 48.39, N = 15SE +/- 19.60, N = 13SE +/- 28.68, N = 15SE +/- 56.79, N = 15SE +/- 43.47, N = 15SE +/- 27.06, N = 12SE +/- 49.35, N = 15SE +/- 21.41, N = 13SE +/- 104.59, N = 15SE +/- 3.15, N = 13SE +/- 112.12, N = 15SE +/- 76.28, N = 15SE +/- 51.80, N = 1513776.7214178.8513536.2510264.389161.188540.737265.917034.775417.556121.765512.894472.773874.982604.971974.964778.234440.234543.644123.662673.648218.626788.406093.024110.712331.181. (CXX) g++ options: -O3 -rdynamic -lOpenCL
OpenBenchmarking.orgGFLOPS, More Is BetterclpeakOpenCL Test: Single-Precision FloatgputestTITAN RTXRTX 2080 TiRTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 2060GTX TITAN XGTX 980 TiGTX 980GTX 970GTX 960GTX 950GTX 1660 TiGTX 1660 SUPERGTX 1660GTX 1650 SUPERGTX 1650GTX 1080GTX 1070 TiGTX 1070GTX 1060GTX 1050 Ti2K4K6K8K10KMin: 13446.9 / Avg: 13776.72 / Max: 13943.14Min: 13053.04 / Avg: 14178.85 / Max: 15383.98Min: 12651.37 / Avg: 13536.25 / Max: 14735.6Min: 10085.04 / Avg: 10264.38 / Max: 10461.07Min: 8859.67 / Avg: 9161.18 / Max: 9801.34Min: 8196.73 / Avg: 8540.73 / Max: 8985.76Min: 6738.72 / Avg: 7265.91 / Max: 7744.52Min: 6596.86 / Avg: 7034.77 / Max: 7543.3Min: 5199.48 / Avg: 5417.55 / Max: 5881.03Min: 5368.74 / Avg: 6121.76 / Max: 6299.92Min: 4893.69 / Avg: 5512.89 / Max: 5610.7Min: 4126.83 / Avg: 4472.77 / Max: 4527.47Min: 3413.38 / Avg: 3874.98 / Max: 3947.22Min: 2441.07 / Avg: 2604.97 / Max: 2645.4Min: 1666.96 / Avg: 1974.96 / Max: 2034.07Min: 4534.8 / Avg: 4778.23 / Max: 5098.46Min: 4300.76 / Avg: 4440.23 / Max: 4845.79Min: 4452.11 / Avg: 4543.64 / Max: 4727.1Min: 3887.29 / Avg: 4123.66 / Max: 4434.26Min: 2626.45 / Avg: 2673.64 / Max: 2864.62Min: 7145.97 / Avg: 8218.62 / Max: 8375.93Min: 6756.9 / Avg: 6788.4 / Max: 6797.27Min: 5022.96 / Avg: 6093.02 / Max: 6275.67Min: 3360.76 / Avg: 4110.71 / Max: 4231.56Min: 1790.23 / Avg: 2331.18 / Max: 2413.851. (CXX) g++ options: -O3 -rdynamic -lOpenCL

PlaidML

This test profile uses PlaidML deep learning framework developed by Intel for offering up various benchmarks. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFPS, More Is BetterPlaidMLFP16: No - Mode: Inference - Network: IMDB LSTM - Device: OpenCLTITAN RTXRTX 2080 TiRTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 2060GTX TITAN XGTX 980 TiGTX 980GTX 970GTX 960GTX 950GTX 1660 TiGTX 1660 SUPERGTX 1660GTX 1650 SUPERGTX 1650GTX 1080GTX 1070 TiGTX 1070GTX 1060GTX 1050 Ti2004006008001000SE +/- 0.80, N = 5SE +/- 1.41, N = 5SE +/- 0.50, N = 5SE +/- 0.58, N = 5SE +/- 0.28, N = 5SE +/- 0.29, N = 5SE +/- 0.28, N = 5SE +/- 0.19, N = 4SE +/- 0.30, N = 4SE +/- 0.57, N = 4SE +/- 0.41, N = 4SE +/- 0.11, N = 4SE +/- 0.05, N = 3SE +/- 0.01, N = 3SE +/- 0.06, N = 4SE +/- 0.17, N = 4SE +/- 0.07, N = 4SE +/- 0.08, N = 4SE +/- 0.34, N = 4SE +/- 0.35, N = 4SE +/- 0.07, N = 4SE +/- 0.44, N = 4SE +/- 0.09, N = 4SE +/- 0.09, N = 3775.69753.75588.04544.54500.26444.84438.26390.07294.10267.88228.46203.08143.15111.25313.08298.77289.42269.17201.27398.82331.84314.83227.23130.66
OpenBenchmarking.orgFPS, More Is BetterPlaidMLFP16: No - Mode: Inference - Network: IMDB LSTM - Device: OpenCLTITAN RTXRTX 2080 TiRTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 2060GTX TITAN XGTX 980 TiGTX 980GTX 970GTX 960GTX 950GTX 1660 TiGTX 1660 SUPERGTX 1660GTX 1650 SUPERGTX 1650GTX 1080GTX 1070 TiGTX 1070GTX 1060GTX 1050 Ti140280420560700Min: 773.99 / Avg: 775.69 / Max: 778.59Min: 749.42 / Avg: 753.75 / Max: 757.08Min: 586.57 / Avg: 588.04 / Max: 589.18Min: 543.17 / Avg: 544.54 / Max: 546.48Min: 499.37 / Avg: 500.26 / Max: 500.9Min: 443.74 / Avg: 444.84 / Max: 445.39Min: 437.29 / Avg: 438.26 / Max: 438.71Min: 389.53 / Avg: 390.07 / Max: 390.38Min: 293.42 / Avg: 294.1 / Max: 294.77Min: 266.4 / Avg: 267.88 / Max: 268.79Min: 227.26 / Avg: 228.46 / Max: 229.09Min: 202.83 / Avg: 203.08 / Max: 203.28Min: 143.07 / Avg: 143.15 / Max: 143.23Min: 111.23 / Avg: 111.25 / Max: 111.27Min: 312.94 / Avg: 313.08 / Max: 313.24Min: 298.47 / Avg: 298.77 / Max: 299.18Min: 289.22 / Avg: 289.42 / Max: 289.55Min: 269.05 / Avg: 269.17 / Max: 269.4Min: 200.61 / Avg: 201.27 / Max: 201.88Min: 397.78 / Avg: 398.82 / Max: 399.29Min: 331.71 / Avg: 331.84 / Max: 332.03Min: 313.79 / Avg: 314.83 / Max: 315.93Min: 226.97 / Avg: 227.23 / Max: 227.37Min: 130.53 / Avg: 130.66 / Max: 130.82

Mixbench

A benchmark suite for GPUs on mixed operational intensity kernels. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgGFLOPS, More Is BetterMixbench 2020-06-23Backend: NVIDIA CUDA - Benchmark: Single PrecisionTITAN RTXRTX 2080 TiRTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 2060GTX 1660 TiGTX 1660 SUPERGTX 1660GTX 1650 SUPERGTX 1650GTX 1080GTX 1070 TiGTX 1070GTX 1060GTX 1050 Ti3K6K9K12K15KSE +/- 595.40, N = 15SE +/- 556.93, N = 15SE +/- 134.69, N = 15SE +/- 56.09, N = 15SE +/- 5.98, N = 14SE +/- 0.92, N = 14SE +/- 0.94, N = 14SE +/- 3.59, N = 13SE +/- 2.28, N = 13SE +/- 0.25, N = 13SE +/- 0.26, N = 13SE +/- 0.29, N = 13SE +/- 0.12, N = 12SE +/- 3.04, N = 11SE +/- 2.31, N = 11SE +/- 30.05, N = 15SE +/- 1.19, N = 9SE +/- 0.33, N = 715103.6114734.0311685.9510845.369754.998435.238264.667339.395888.785440.745313.334993.923474.178182.726647.946174.804167.412379.011. (CXX) g++ options: -lm -lstdc++ -lOpenCL -lrt -O2
OpenBenchmarking.orgGFLOPS, More Is BetterMixbench 2020-06-23Backend: NVIDIA CUDA - Benchmark: Single PrecisionTITAN RTXRTX 2080 TiRTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 2060GTX 1660 TiGTX 1660 SUPERGTX 1660GTX 1650 SUPERGTX 1650GTX 1080GTX 1070 TiGTX 1070GTX 1060GTX 1050 Ti3K6K9K12K15KMin: 12306.27 / Avg: 15103.61 / Max: 17114.84Min: 11528.74 / Avg: 14734.03 / Max: 16387.99Min: 9911.36 / Avg: 11685.95 / Max: 11871.46Min: 10061.34 / Avg: 10845.36 / Max: 10917.57Min: 9711.14 / Avg: 9754.99 / Max: 9772.18Min: 8430.02 / Avg: 8435.23 / Max: 8438.75Min: 8256.38 / Avg: 8264.66 / Max: 8268.82Min: 7324.21 / Avg: 7339.39 / Max: 7357.98Min: 5873.77 / Avg: 5888.78 / Max: 5898.24Min: 5440.12 / Avg: 5440.74 / Max: 5442.66Min: 5311.11 / Avg: 5313.33 / Max: 5314.67Min: 4992.25 / Avg: 4993.92 / Max: 4995.82Min: 3473.56 / Avg: 3474.17 / Max: 3474.57Min: 8164.15 / Avg: 8182.72 / Max: 8196.87Min: 6636.64 / Avg: 6647.94 / Max: 6662.7Min: 5754.87 / Avg: 6174.8 / Max: 6219.08Min: 4160.15 / Avg: 4167.41 / Max: 4171.21Min: 2378.01 / Avg: 2379.01 / Max: 2380.031. (CXX) g++ options: -lm -lstdc++ -lOpenCL -lrt -O2

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 4.00cTotal ScoreTITAN RTXRTX 2080 TiRTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 2060GTX TITAN XGTX 980 TiGTX 980GTX 970GTX 960GTX 950GTX 1660 TiGTX 1660 SUPERGTX 1660GTX 1650 SUPERGTX 1650GTX 1080GTX 1070 TiGTX 1070GTX 1060GTX 1050 Ti70140210280350324.55310.81234.07224.39221.19207.54206.08166.10154.42143.52110.8196.2058.9051.16133.35135.66119.1192.3777.41148.47141.67132.8491.7355.43

PlaidML

This test profile uses PlaidML deep learning framework developed by Intel for offering up various benchmarks. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFPS, More Is BetterPlaidMLFP16: No - Mode: Inference - Network: Mobilenet - Device: OpenCLTITAN RTXRTX 2080 TiRTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 2060GTX TITAN XGTX 980 TiGTX 980GTX 970GTX 960GTX 950GTX 1660 TiGTX 1660 SUPERGTX 1660GTX 1650 SUPERGTX 1650GTX 1080GTX 1070 TiGTX 1070GTX 1060GTX 1050 Ti5001000150020002500SE +/- 2.36, N = 8SE +/- 1.58, N = 8SE +/- 1.80, N = 9SE +/- 1.77, N = 8SE +/- 1.66, N = 8SE +/- 1.79, N = 8SE +/- 1.35, N = 8SE +/- 2.01, N = 8SE +/- 0.79, N = 8SE +/- 0.66, N = 8SE +/- 0.69, N = 7SE +/- 0.28, N = 7SE +/- 0.05, N = 6SE +/- 0.17, N = 6SE +/- 0.87, N = 8SE +/- 1.11, N = 8SE +/- 0.61, N = 7SE +/- 0.61, N = 7SE +/- 0.31, N = 7SE +/- 0.60, N = 8SE +/- 0.27, N = 8SE +/- 1.14, N = 8SE +/- 0.68, N = 7SE +/- 0.34, N = 62544.672406.161815.921726.601712.751575.651585.761285.581106.291029.36810.50716.82434.07408.281038.861080.11858.90740.17573.671154.131070.901052.64775.73481.31
OpenBenchmarking.orgFPS, More Is BetterPlaidMLFP16: No - Mode: Inference - Network: Mobilenet - Device: OpenCLTITAN RTXRTX 2080 TiRTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 2060GTX TITAN XGTX 980 TiGTX 980GTX 970GTX 960GTX 950GTX 1660 TiGTX 1660 SUPERGTX 1660GTX 1650 SUPERGTX 1650GTX 1080GTX 1070 TiGTX 1070GTX 1060GTX 1050 Ti400800120016002000Min: 2534.25 / Avg: 2544.67 / Max: 2554.18Min: 2399.25 / Avg: 2406.16 / Max: 2415.37Min: 1809.19 / Avg: 1815.92 / Max: 1826.11Min: 1720.68 / Avg: 1726.6 / Max: 1734.36Min: 1704.57 / Avg: 1712.75 / Max: 1718.48Min: 1565.44 / Avg: 1575.65 / Max: 1580.95Min: 1579.66 / Avg: 1585.76 / Max: 1590.93Min: 1278.32 / Avg: 1285.58 / Max: 1292.93Min: 1101.55 / Avg: 1106.29 / Max: 1108.51Min: 1025.14 / Avg: 1029.36 / Max: 1030.97Min: 807.47 / Avg: 810.5 / Max: 812.36Min: 716.21 / Avg: 716.82 / Max: 717.88Min: 433.86 / Avg: 434.07 / Max: 434.24Min: 407.51 / Avg: 408.28 / Max: 408.65Min: 1035.07 / Avg: 1038.86 / Max: 1042.45Min: 1074.81 / Avg: 1080.11 / Max: 1086.26Min: 856.55 / Avg: 858.9 / Max: 860.92Min: 737.9 / Avg: 740.17 / Max: 742.12Min: 572.74 / Avg: 573.67 / Max: 575.01Min: 1150.95 / Avg: 1154.13 / Max: 1156.54Min: 1069.71 / Avg: 1070.9 / Max: 1071.92Min: 1046.13 / Avg: 1052.64 / Max: 1055.16Min: 773.01 / Avg: 775.73 / Max: 777.23Min: 480.22 / Avg: 481.31 / Max: 482.45

LuxCoreRender OpenCL

LuxCoreRender is an open-source physically based renderer. This test profile is focused on running LuxCoreRender on OpenCL accelerators/GPUs. The alternative luxcorerender test profile is for CPU execution due to a difference in tests, etc. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgM samples/sec, More Is BetterLuxCoreRender OpenCL 2.3Scene: LuxCore BenchmarkTITAN RTXRTX 2080 TiRTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 2060GTX TITAN XGTX 980 TiGTX 980GTX 970GTX 960GTX 950GTX 1660 TiGTX 1660 SUPERGTX 1660GTX 1650 SUPERGTX 1650GTX 1080GTX 1070 TiGTX 1070GTX 1060GTX 1050 Ti1.12282.24563.36844.49125.614SE +/- 0.02, N = 3SE +/- 0.02, N = 3SE +/- 0.03, N = 3SE +/- 0.02, N = 3SE +/- 0.03, N = 3SE +/- 0.02, N = 3SE +/- 0.03, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.03, N = 12SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.02, N = 3SE +/- 0.02, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 34.994.753.623.553.693.493.542.792.092.001.631.460.970.812.112.262.201.361.512.132.242.121.530.96
OpenBenchmarking.orgM samples/sec, More Is BetterLuxCoreRender OpenCL 2.3Scene: LuxCore BenchmarkTITAN RTXRTX 2080 TiRTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 2060GTX TITAN XGTX 980 TiGTX 980GTX 970GTX 960GTX 950GTX 1660 TiGTX 1660 SUPERGTX 1660GTX 1650 SUPERGTX 1650GTX 1080GTX 1070 TiGTX 1070GTX 1060GTX 1050 Ti246810Min: 4.95 / Avg: 4.99 / Max: 5.02Min: 4.72 / Avg: 4.75 / Max: 4.77Min: 3.57 / Avg: 3.62 / Max: 3.67Min: 3.51 / Avg: 3.55 / Max: 3.58Min: 3.64 / Avg: 3.69 / Max: 3.72Min: 3.44 / Avg: 3.49 / Max: 3.51Min: 3.49 / Avg: 3.54 / Max: 3.59Min: 2.78 / Avg: 2.79 / Max: 2.8Min: 2.08 / Avg: 2.09 / Max: 2.11Min: 1.99 / Avg: 2 / Max: 2.01Min: 1.62 / Avg: 1.63 / Max: 1.64Min: 1.14 / Avg: 1.46 / Max: 1.52Min: 0.96 / Avg: 0.97 / Max: 0.97Min: 0.8 / Avg: 0.81 / Max: 0.82Min: 2.09 / Avg: 2.11 / Max: 2.14Min: 2.22 / Avg: 2.26 / Max: 2.28Min: 2.2 / Avg: 2.2 / Max: 2.22Min: 1.34 / Avg: 1.36 / Max: 1.37Min: 1.51 / Avg: 1.51 / Max: 1.51Min: 2.12 / Avg: 2.13 / Max: 2.13Min: 2.23 / Avg: 2.24 / Max: 2.25Min: 2.09 / Avg: 2.12 / Max: 2.14Min: 1.5 / Avg: 1.53 / Max: 1.54Min: 0.95 / Avg: 0.96 / Max: 0.97

OpenBenchmarking.orgM samples/sec, More Is BetterLuxCoreRender OpenCL 2.3Scene: DLSCTITAN RTXRTX 2080 TiRTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 2060GTX TITAN XGTX 980 TiGTX 980GTX 970GTX 960GTX 950GTX 1660 TiGTX 1660 SUPERGTX 1660GTX 1650 SUPERGTX 1650GTX 1080GTX 1070 TiGTX 1070GTX 1060GTX 1050 Ti1.34552.6914.03655.3826.7275SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.04, N = 12SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 45.985.674.384.324.444.174.203.342.502.361.931.731.150.982.512.632.561.611.732.452.552.461.781.13
OpenBenchmarking.orgM samples/sec, More Is BetterLuxCoreRender OpenCL 2.3Scene: DLSCTITAN RTXRTX 2080 TiRTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 2060GTX TITAN XGTX 980 TiGTX 980GTX 970GTX 960GTX 950GTX 1660 TiGTX 1660 SUPERGTX 1660GTX 1650 SUPERGTX 1650GTX 1080GTX 1070 TiGTX 1070GTX 1060GTX 1050 Ti246810Min: 5.97 / Avg: 5.98 / Max: 5.99Min: 5.66 / Avg: 5.67 / Max: 5.69Min: 4.37 / Avg: 4.38 / Max: 4.4Min: 4.32 / Avg: 4.32 / Max: 4.32Min: 4.43 / Avg: 4.44 / Max: 4.45Min: 4.16 / Avg: 4.17 / Max: 4.17Min: 4.2 / Avg: 4.2 / Max: 4.21Min: 3.33 / Avg: 3.34 / Max: 3.35Min: 2.49 / Avg: 2.5 / Max: 2.5Min: 2.36 / Avg: 2.36 / Max: 2.36Min: 1.92 / Avg: 1.93 / Max: 1.94Min: 1.33 / Avg: 1.73 / Max: 1.77Min: 1.15 / Avg: 1.15 / Max: 1.15Min: 0.97 / Avg: 0.98 / Max: 0.98Min: 2.51 / Avg: 2.51 / Max: 2.51Min: 2.63 / Avg: 2.63 / Max: 2.63Min: 2.56 / Avg: 2.56 / Max: 2.56Min: 1.61 / Avg: 1.61 / Max: 1.62Min: 1.73 / Avg: 1.73 / Max: 1.73Min: 2.44 / Avg: 2.45 / Max: 2.45Min: 2.55 / Avg: 2.55 / Max: 2.56Min: 2.46 / Avg: 2.46 / Max: 2.47Min: 1.77 / Avg: 1.78 / Max: 1.78Min: 1.13 / Avg: 1.13 / Max: 1.13

OpenBenchmarking.orgM samples/sec, More Is BetterLuxCoreRender OpenCL 2.3Scene: FoodTITAN RTXRTX 2080 TiRTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 2060GTX TITAN XGTX 980 TiGTX 980GTX 970GTX 960GTX 950GTX 1660 TiGTX 1660 SUPERGTX 1660GTX 1650 SUPERGTX 1650GTX 1080GTX 1070 TiGTX 1070GTX 1060GTX 1050 Ti0.50181.00361.50542.00722.509SE +/- 0.02, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.02, N = 4SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.02, N = 4SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.02, N = 12SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 32.232.231.931.871.901.301.331.170.980.920.780.670.440.391.071.090.990.810.670.990.980.920.650.46
OpenBenchmarking.orgM samples/sec, More Is BetterLuxCoreRender OpenCL 2.3Scene: FoodTITAN RTXRTX 2080 TiRTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 2060GTX TITAN XGTX 980 TiGTX 980GTX 970GTX 960GTX 950GTX 1660 TiGTX 1660 SUPERGTX 1660GTX 1650 SUPERGTX 1650GTX 1080GTX 1070 TiGTX 1070GTX 1060GTX 1050 Ti246810Min: 2.19 / Avg: 2.23 / Max: 2.26Min: 2.23 / Avg: 2.23 / Max: 2.24Min: 1.91 / Avg: 1.93 / Max: 1.96Min: 1.8 / Avg: 1.87 / Max: 1.91Min: 1.9 / Avg: 1.9 / Max: 1.9Min: 1.28 / Avg: 1.3 / Max: 1.31Min: 1.32 / Avg: 1.33 / Max: 1.33Min: 1.14 / Avg: 1.17 / Max: 1.21Min: 0.98 / Avg: 0.98 / Max: 0.99Min: 0.91 / Avg: 0.92 / Max: 0.93Min: 0.78 / Avg: 0.78 / Max: 0.78Min: 0.45 / Avg: 0.67 / Max: 0.7Min: 0.44 / Avg: 0.44 / Max: 0.45Min: 0.38 / Avg: 0.39 / Max: 0.39Min: 1.06 / Avg: 1.07 / Max: 1.07Min: 1.08 / Avg: 1.09 / Max: 1.1Min: 0.98 / Avg: 0.99 / Max: 1.01Min: 0.81 / Avg: 0.81 / Max: 0.81Min: 0.67 / Avg: 0.67 / Max: 0.67Min: 0.98 / Avg: 0.99 / Max: 0.99Min: 0.97 / Avg: 0.98 / Max: 0.99Min: 0.92 / Avg: 0.92 / Max: 0.93Min: 0.64 / Avg: 0.65 / Max: 0.66Min: 0.45 / Avg: 0.46 / Max: 0.47

PlaidML

This test profile uses PlaidML deep learning framework developed by Intel for offering up various benchmarks. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFPS, More Is BetterPlaidMLFP16: Yes - Mode: Inference - Network: Mobilenet - Device: OpenCLTITAN RTXRTX 2080 TiRTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 2060GTX TITAN XGTX 980 TiGTX 980GTX 970GTX 960GTX 950GTX 1660 TiGTX 1660 SUPERGTX 1660GTX 1650 SUPERGTX 1650GTX 1080GTX 1070 TiGTX 1070GTX 1060GTX 1050 Ti6001200180024003000SE +/- 1.27, N = 8SE +/- 1.82, N = 7SE +/- 6.26, N = 8SE +/- 2.80, N = 7SE +/- 2.51, N = 8SE +/- 3.47, N = 8SE +/- 3.83, N = 8SE +/- 0.92, N = 7SE +/- 3.21, N = 7SE +/- 2.34, N = 5SE +/- 0.78, N = 6SE +/- 0.24, N = 6SE +/- 0.57, N = 6SE +/- 0.31, N = 5SE +/- 1.12, N = 7SE +/- 0.83, N = 7SE +/- 1.27, N = 7SE +/- 0.88, N = 6SE +/- 0.63, N = 7SE +/- 1.79, N = 7SE +/- 0.31, N = 7SE +/- 3.20, N = 7SE +/- 2.10, N = 6SE +/- 0.93, N = 62856.832751.852432.732322.392287.031996.602012.371719.711369.201290.481053.49910.91609.16508.661427.431380.681199.661080.43814.501665.721485.781392.46987.07594.41
OpenBenchmarking.orgFPS, More Is BetterPlaidMLFP16: Yes - Mode: Inference - Network: Mobilenet - Device: OpenCLTITAN RTXRTX 2080 TiRTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 2060GTX TITAN XGTX 980 TiGTX 980GTX 970GTX 960GTX 950GTX 1660 TiGTX 1660 SUPERGTX 1660GTX 1650 SUPERGTX 1650GTX 1080GTX 1070 TiGTX 1070GTX 1060GTX 1050 Ti5001000150020002500Min: 2852.42 / Avg: 2856.83 / Max: 2860.57Min: 2741.61 / Avg: 2751.85 / Max: 2756.36Min: 2398.65 / Avg: 2432.73 / Max: 2459.46Min: 2314.5 / Avg: 2322.39 / Max: 2335.95Min: 2273.36 / Avg: 2287.03 / Max: 2295.04Min: 1981.73 / Avg: 1996.6 / Max: 2009.37Min: 1998.75 / Avg: 2012.37 / Max: 2025.53Min: 1716.32 / Avg: 1719.71 / Max: 1722.12Min: 1357.16 / Avg: 1369.2 / Max: 1376.75Min: 1283.86 / Avg: 1290.48 / Max: 1296.28Min: 1050.63 / Avg: 1053.49 / Max: 1055.35Min: 909.92 / Avg: 910.91 / Max: 911.61Min: 606.98 / Avg: 609.16 / Max: 610.77Min: 507.84 / Avg: 508.66 / Max: 509.51Min: 1424.01 / Avg: 1427.43 / Max: 1431.61Min: 1376.62 / Avg: 1380.68 / Max: 1383.28Min: 1194.87 / Avg: 1199.66 / Max: 1204.98Min: 1077.51 / Avg: 1080.43 / Max: 1082.71Min: 811.31 / Avg: 814.5 / Max: 816.66Min: 1658.7 / Avg: 1665.72 / Max: 1670.17Min: 1484.81 / Avg: 1485.78 / Max: 1486.91Min: 1379.18 / Avg: 1392.46 / Max: 1400.32Min: 976.63 / Avg: 987.07 / Max: 989.74Min: 591.19 / Avg: 594.41 / Max: 596.62

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 2.3.2gputestTITAN RTXRTX 2080 TiRTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 2060GTX TITAN XGTX 980 TiGTX 980GTX 970GTX 960GTX 950GTX 1660 TiGTX 1660 SUPERGTX 1660GTX 1650 SUPERGTX 1650GTX 1080GTX 1070 TiGTX 1070GTX 1060GTX 1050 Ti60120180240300SE +/- 1.73, N = 3SE +/- 0.85, N = 3SE +/- 1.17, N = 3SE +/- 0.82, N = 3SE +/- 0.92, N = 3SE +/- 1.06, N = 3SE +/- 0.34, N = 3SE +/- 0.32, N = 3SE +/- 0.54, N = 3SE +/- 0.31, N = 3SE +/- 0.33, N = 3SE +/- 0.15, N = 3SE +/- 0.03, N = 3SE +/- 0.11, N = 3SE +/- 0.12, N = 3SE +/- 0.42, N = 3SE +/- 0.17, N = 3SE +/- 0.10, N = 3SE +/- 0.21, N = 3SE +/- 0.05, N = 3SE +/- 0.41, N = 3SE +/- 0.06, N = 3SE +/- 0.46, N = 3SE +/- 0.16, N = 3SE +/- 0.01, N = 3190.63292.16290.72248.01235.53221.73199.87200.77178.47123.19115.78102.3790.8562.3052.69138.56135.61125.6282.0575.81151.57137.14139.50102.2761.59
OpenBenchmarking.orgNs Per Day, More Is BetterFAHBench 2.3.2gputestTITAN RTXRTX 2080 TiRTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 2060GTX TITAN XGTX 980 TiGTX 980GTX 970GTX 960GTX 950GTX 1660 TiGTX 1660 SUPERGTX 1660GTX 1650 SUPERGTX 1650GTX 1080GTX 1070 TiGTX 1070GTX 1060GTX 1050 Ti50100150200250Min: 187.9 / Avg: 190.63 / Max: 193.83Min: 290.54 / Avg: 292.16 / Max: 293.39Min: 289.14 / Avg: 290.72 / Max: 293Min: 246.79 / Avg: 248.01 / Max: 249.58Min: 233.79 / Avg: 235.53 / Max: 236.94Min: 219.94 / Avg: 221.73 / Max: 223.62Min: 199.24 / Avg: 199.87 / Max: 200.4Min: 200.2 / Avg: 200.77 / Max: 201.3Min: 177.63 / Avg: 178.47 / Max: 179.47Min: 122.8 / Avg: 123.19 / Max: 123.81Min: 115.39 / Avg: 115.78 / Max: 116.42Min: 102.08 / Avg: 102.37 / Max: 102.57Min: 90.78 / Avg: 90.85 / Max: 90.88Min: 62.17 / Avg: 62.3 / Max: 62.51Min: 52.55 / Avg: 52.69 / Max: 52.94Min: 137.75 / Avg: 138.56 / Max: 139.18Min: 135.37 / Avg: 135.61 / Max: 135.94Min: 125.48 / Avg: 125.62 / Max: 125.81Min: 81.73 / Avg: 82.05 / Max: 82.45Min: 75.72 / Avg: 75.81 / Max: 75.87Min: 150.99 / Avg: 151.57 / Max: 152.35Min: 137.05 / Avg: 137.14 / Max: 137.24Min: 138.85 / Avg: 139.5 / Max: 140.38Min: 101.96 / Avg: 102.27 / Max: 102.47Min: 61.56 / Avg: 61.59 / Max: 61.61

PlaidML

This test profile uses PlaidML deep learning framework developed by Intel for offering up various benchmarks. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFPS, More Is BetterPlaidMLFP16: No - Mode: Inference - Network: DenseNet 201 - Device: OpenCLTITAN RTXRTX 2080 TiRTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 2060GTX TITAN XGTX 980 TiGTX 980GTX 970GTX 960GTX 950GTX 1660 TiGTX 1660 SUPERGTX 1660GTX 1650 SUPERGTX 1650GTX 1080GTX 1070 TiGTX 1070GTX 1060GTX 1050 Ti50100150200250SE +/- 0.25, N = 3SE +/- 0.21, N = 3SE +/- 0.12, N = 3SE +/- 0.09, N = 3SE +/- 0.12, N = 3SE +/- 0.12, N = 3SE +/- 0.09, N = 3SE +/- 0.06, N = 3SE +/- 0.06, N = 3SE +/- 0.09, N = 3SE +/- 0.15, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.08, N = 3SE +/- 0.05, N = 3SE +/- 0.07, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.07, N = 3SE +/- 0.01, N = 3SE +/- 0.04, N = 3SE +/- 0.02, N = 3SE +/- 0.00, N = 3227.30212.11159.79151.99149.69147.87146.90125.23105.3999.8482.2173.8945.5441.9798.99100.5187.2573.1759.37112.28108.23108.4679.1349.71
OpenBenchmarking.orgFPS, More Is BetterPlaidMLFP16: No - Mode: Inference - Network: DenseNet 201 - Device: OpenCLTITAN RTXRTX 2080 TiRTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 2060GTX TITAN XGTX 980 TiGTX 980GTX 970GTX 960GTX 950GTX 1660 TiGTX 1660 SUPERGTX 1660GTX 1650 SUPERGTX 1650GTX 1080GTX 1070 TiGTX 1070GTX 1060GTX 1050 Ti4080120160200Min: 227 / Avg: 227.3 / Max: 227.79Min: 211.7 / Avg: 212.11 / Max: 212.41Min: 159.57 / Avg: 159.79 / Max: 159.97Min: 151.81 / Avg: 151.99 / Max: 152.11Min: 149.5 / Avg: 149.69 / Max: 149.9Min: 147.68 / Avg: 147.87 / Max: 148.08Min: 146.73 / Avg: 146.9 / Max: 147.04Min: 125.15 / Avg: 125.23 / Max: 125.36Min: 105.31 / Avg: 105.39 / Max: 105.51Min: 99.66 / Avg: 99.84 / Max: 99.98Min: 81.91 / Avg: 82.21 / Max: 82.38Min: 73.88 / Avg: 73.89 / Max: 73.89Min: 45.53 / Avg: 45.54 / Max: 45.55Min: 41.96 / Avg: 41.97 / Max: 41.98Min: 98.86 / Avg: 98.99 / Max: 99.13Min: 100.41 / Avg: 100.51 / Max: 100.58Min: 87.17 / Avg: 87.25 / Max: 87.38Min: 73.16 / Avg: 73.17 / Max: 73.18Min: 59.35 / Avg: 59.37 / Max: 59.4Min: 112.19 / Avg: 112.28 / Max: 112.42Min: 108.22 / Avg: 108.23 / Max: 108.24Min: 108.37 / Avg: 108.46 / Max: 108.52Min: 79.1 / Avg: 79.13 / Max: 79.16Min: 49.71 / Avg: 49.71 / Max: 49.71

ArrayFire

ArrayFire is an GPU and CPU numeric processing library, this test uses the built-in CPU and OpenCL ArrayFire benchmarks. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgms, Fewer Is BetterArrayFire 3.7Test: Conjugate Gradient OpenCLgputestTITAN RTXRTX 2080 TiRTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 2060GTX TITAN XGTX 980 TiGTX 980GTX 970GTX 960GTX 950GTX 1660 TiGTX 1660 SUPERGTX 1660GTX 1650 SUPERGTX 1650GTX 1080GTX 1070 TiGTX 1070GTX 1060GTX 1050 Ti3691215SE +/- 0.034, N = 15SE +/- 0.001, N = 10SE +/- 0.005, N = 10SE +/- 0.001, N = 10SE +/- 0.001, N = 10SE +/- 0.001, N = 10SE +/- 0.002, N = 10SE +/- 0.001, N = 10SE +/- 0.002, N = 10SE +/- 0.007, N = 10SE +/- 0.006, N = 10SE +/- 0.002, N = 10SE +/- 0.002, N = 9SE +/- 0.002, N = 10SE +/- 0.002, N = 10SE +/- 0.001, N = 10SE +/- 0.001, N = 10SE +/- 0.002, N = 10SE +/- 0.002, N = 10SE +/- 0.003, N = 10SE +/- 0.002, N = 10SE +/- 0.001, N = 10SE +/- 0.004, N = 10SE +/- 0.003, N = 10SE +/- 0.005, N = 102.6181.6661.6771.9002.0752.0712.0972.0832.6593.9173.6224.9045.4008.9688.3493.0682.6424.5414.4456.8083.3873.8144.0775.0007.7751. (CXX) g++ options: -rdynamic
OpenBenchmarking.orgms, Fewer Is BetterArrayFire 3.7Test: Conjugate Gradient OpenCLgputestTITAN RTXRTX 2080 TiRTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 2060GTX TITAN XGTX 980 TiGTX 980GTX 970GTX 960GTX 950GTX 1660 TiGTX 1660 SUPERGTX 1660GTX 1650 SUPERGTX 1650GTX 1080GTX 1070 TiGTX 1070GTX 1060GTX 1050 Ti3691215Min: 2.51 / Avg: 2.62 / Max: 2.96Min: 1.66 / Avg: 1.67 / Max: 1.67Min: 1.65 / Avg: 1.68 / Max: 1.7Min: 1.9 / Avg: 1.9 / Max: 1.9Min: 2.07 / Avg: 2.07 / Max: 2.08Min: 2.07 / Avg: 2.07 / Max: 2.08Min: 2.09 / Avg: 2.1 / Max: 2.1Min: 2.08 / Avg: 2.08 / Max: 2.09Min: 2.65 / Avg: 2.66 / Max: 2.67Min: 3.89 / Avg: 3.92 / Max: 3.96Min: 3.6 / Avg: 3.62 / Max: 3.65Min: 4.89 / Avg: 4.9 / Max: 4.92Min: 5.39 / Avg: 5.4 / Max: 5.41Min: 8.95 / Avg: 8.97 / Max: 8.97Min: 8.34 / Avg: 8.35 / Max: 8.36Min: 3.06 / Avg: 3.07 / Max: 3.07Min: 2.64 / Avg: 2.64 / Max: 2.65Min: 4.53 / Avg: 4.54 / Max: 4.55Min: 4.44 / Avg: 4.45 / Max: 4.46Min: 6.79 / Avg: 6.81 / Max: 6.82Min: 3.38 / Avg: 3.39 / Max: 3.4Min: 3.81 / Avg: 3.81 / Max: 3.82Min: 4.05 / Avg: 4.08 / Max: 4.1Min: 4.98 / Avg: 5 / Max: 5.02Min: 7.76 / Avg: 7.77 / Max: 7.811. (CXX) g++ options: -rdynamic

Mixbench

A benchmark suite for GPUs on mixed operational intensity kernels. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgGFLOPS, More Is BetterMixbench 2020-06-23Backend: NVIDIA CUDA - Benchmark: Double PrecisionTITAN RTXRTX 2080 TiRTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 2060GTX 1660 TiGTX 1660 SUPERGTX 1660GTX 1650 SUPERGTX 1650GTX 1080GTX 1070 TiGTX 1070GTX 1060GTX 1050 Ti90180270360450SE +/- 15.67, N = 15SE +/- 10.76, N = 15SE +/- 0.96, N = 15SE +/- 0.22, N = 15SE +/- 0.15, N = 15SE +/- 0.27, N = 14SE +/- 0.23, N = 14SE +/- 0.01, N = 13SE +/- 0.08, N = 13SE +/- 0.66, N = 15SE +/- 0.10, N = 13SE +/- 0.13, N = 13SE +/- 0.06, N = 12SE +/- 0.03, N = 11SE +/- 0.35, N = 11SE +/- 0.10, N = 11SE +/- 0.00, N = 9SE +/- 0.03, N = 7413.66409.46315.61291.56260.97226.21221.80196.30157.14144.14141.36133.8892.37296.09240.92225.05151.6384.551. (CXX) g++ options: -lm -lstdc++ -lOpenCL -lrt -O2
OpenBenchmarking.orgGFLOPS, More Is BetterMixbench 2020-06-23Backend: NVIDIA CUDA - Benchmark: Double PrecisionTITAN RTXRTX 2080 TiRTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 2060GTX 1660 TiGTX 1660 SUPERGTX 1660GTX 1650 SUPERGTX 1650GTX 1080GTX 1070 TiGTX 1070GTX 1060GTX 1050 Ti70140210280350Min: 330.27 / Avg: 413.66 / Max: 461.53Min: 342.46 / Avg: 409.46 / Max: 440.77Min: 304.44 / Avg: 315.61 / Max: 317.54Min: 288.91 / Avg: 291.56 / Max: 291.94Min: 258.94 / Avg: 260.97 / Max: 261.12Min: 224.23 / Avg: 226.21 / Max: 226.82Min: 219.87 / Avg: 221.8 / Max: 222.27Min: 196.25 / Avg: 196.3 / Max: 196.32Min: 156.49 / Avg: 157.14 / Max: 157.29Min: 134.93 / Avg: 144.14 / Max: 144.94Min: 140.64 / Avg: 141.36 / Max: 141.62Min: 132.94 / Avg: 133.88 / Max: 134.22Min: 92.02 / Avg: 92.37 / Max: 92.5Min: 295.95 / Avg: 296.09 / Max: 296.28Min: 239.12 / Avg: 240.92 / Max: 242.71Min: 224.38 / Avg: 225.05 / Max: 225.21Min: 151.63 / Avg: 151.63 / Max: 151.64Min: 84.39 / Avg: 84.55 / Max: 84.581. (CXX) g++ options: -lm -lstdc++ -lOpenCL -lrt -O2

LuxCoreRender OpenCL

LuxCoreRender is an open-source physically based renderer. This test profile is focused on running LuxCoreRender on OpenCL accelerators/GPUs. The alternative luxcorerender test profile is for CPU execution due to a difference in tests, etc. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgM samples/sec, More Is BetterLuxCoreRender OpenCL 2.3Scene: Rainbow Colors and PrismTITAN RTXRTX 2080 TiRTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 2060GTX TITAN XGTX 980 TiGTX 980GTX 970GTX 960GTX 950GTX 1660 TiGTX 1660 SUPERGTX 1660GTX 1650 SUPERGTX 1650GTX 1080GTX 1070 TiGTX 1070GTX 1060GTX 1050 Ti3691215SE +/- 0.18, N = 4SE +/- 0.02, N = 4SE +/- 0.01, N = 3SE +/- 0.02, N = 3SE +/- 0.03, N = 4SE +/- 0.02, N = 4SE +/- 0.09, N = 4SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.02, N = 3SE +/- 0.01, N = 3SE +/- 0.10, N = 12SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.04, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.13, N = 12SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 312.7312.339.149.2410.2110.9811.327.976.476.595.114.812.843.225.015.615.582.733.934.235.386.625.413.98
OpenBenchmarking.orgM samples/sec, More Is BetterLuxCoreRender OpenCL 2.3Scene: Rainbow Colors and PrismTITAN RTXRTX 2080 TiRTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 2060GTX TITAN XGTX 980 TiGTX 980GTX 970GTX 960GTX 950GTX 1660 TiGTX 1660 SUPERGTX 1660GTX 1650 SUPERGTX 1650GTX 1080GTX 1070 TiGTX 1070GTX 1060GTX 1050 Ti48121620Min: 12.51 / Avg: 12.73 / Max: 13.29Min: 12.29 / Avg: 12.33 / Max: 12.37Min: 9.13 / Avg: 9.14 / Max: 9.16Min: 9.22 / Avg: 9.24 / Max: 9.28Min: 10.13 / Avg: 10.21 / Max: 10.27Min: 10.92 / Avg: 10.98 / Max: 11.02Min: 11.08 / Avg: 11.32 / Max: 11.45Min: 7.96 / Avg: 7.97 / Max: 7.99Min: 6.46 / Avg: 6.47 / Max: 6.48Min: 6.57 / Avg: 6.59 / Max: 6.62Min: 5.09 / Avg: 5.11 / Max: 5.13Min: 3.68 / Avg: 4.81 / Max: 4.93Min: 2.84 / Avg: 2.84 / Max: 2.84Min: 3.21 / Avg: 3.22 / Max: 3.22Min: 4.99 / Avg: 5.01 / Max: 5.03Min: 5.53 / Avg: 5.61 / Max: 5.65Min: 5.56 / Avg: 5.58 / Max: 5.6Min: 2.72 / Avg: 2.73 / Max: 2.73Min: 3.93 / Avg: 3.93 / Max: 3.94Min: 4.22 / Avg: 4.23 / Max: 4.24Min: 3.99 / Avg: 5.38 / Max: 5.54Min: 6.59 / Avg: 6.62 / Max: 6.64Min: 5.39 / Avg: 5.41 / Max: 5.43Min: 3.96 / Avg: 3.98 / Max: 3.98

cl-mem

A basic OpenCL memory benchmark. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgGB/s, More Is Bettercl-mem 2017-01-13Benchmark: CopygputestTITAN RTXRTX 2080 TiRTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 2060GTX TITAN XGTX 980 TiGTX 980GTX 970GTX 960GTX 950GTX 1660 TiGTX 1660 SUPERGTX 1660GTX 1650 SUPERGTX 1650GTX 1080GTX 1070 TiGTX 1070GTX 1060GTX 1050 Ti70140210280350SE +/- 0.23, N = 3SE +/- 0.08, N = 9SE +/- 0.10, N = 8SE +/- 0.05, N = 8SE +/- 0.06, N = 8SE +/- 0.07, N = 8SE +/- 0.09, N = 8SE +/- 0.06, N = 8SE +/- 0.06, N = 7SE +/- 0.11, N = 6SE +/- 0.07, N = 6SE +/- 0.02, N = 5SE +/- 0.02, N = 4SE +/- 0.03, N = 3SE +/- 0.03, N = 3SE +/- 0.06, N = 6SE +/- 0.05, N = 7SE +/- 0.17, N = 5SE +/- 0.00, N = 5SE +/- 0.00, N = 4SE +/- 0.02, N = 6SE +/- 0.03, N = 6SE +/- 0.02, N = 6SE +/- 0.02, N = 5SE +/- 0.00, N = 3268.5322.7324.0301.7290.0292.1284.4288.0239.4214.4217.8145.0125.972.878.5211.1240.2145.9143.899.2207.4184.1183.3138.587.91. (CC) gcc options: -O2 -flto -lOpenCL
OpenBenchmarking.orgGB/s, More Is Bettercl-mem 2017-01-13Benchmark: CopygputestTITAN RTXRTX 2080 TiRTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 2060GTX TITAN XGTX 980 TiGTX 980GTX 970GTX 960GTX 950GTX 1660 TiGTX 1660 SUPERGTX 1660GTX 1650 SUPERGTX 1650GTX 1080GTX 1070 TiGTX 1070GTX 1060GTX 1050 Ti60120180240300Min: 268.3 / Avg: 268.53 / Max: 269Min: 322.5 / Avg: 322.71 / Max: 323.2Min: 323.7 / Avg: 324.01 / Max: 324.4Min: 301.4 / Avg: 301.69 / Max: 301.8Min: 289.8 / Avg: 289.96 / Max: 290.2Min: 291.7 / Avg: 292.05 / Max: 292.3Min: 283.9 / Avg: 284.38 / Max: 284.7Min: 287.8 / Avg: 288.03 / Max: 288.3Min: 239.2 / Avg: 239.36 / Max: 239.6Min: 214.2 / Avg: 214.42 / Max: 214.8Min: 217.7 / Avg: 217.82 / Max: 218.1Min: 145 / Avg: 145.04 / Max: 145.1Min: 125.9 / Avg: 125.93 / Max: 126Min: 72.8 / Avg: 72.83 / Max: 72.9Min: 78.5 / Avg: 78.53 / Max: 78.6Min: 210.8 / Avg: 211.05 / Max: 211.2Min: 240 / Avg: 240.16 / Max: 240.3Min: 145.4 / Avg: 145.88 / Max: 146.4Min: 143.8 / Avg: 143.8 / Max: 143.8Min: 99.2 / Avg: 99.2 / Max: 99.2Min: 207.4 / Avg: 207.43 / Max: 207.5Min: 184 / Avg: 184.1 / Max: 184.2Min: 183.2 / Avg: 183.27 / Max: 183.3Min: 138.5 / Avg: 138.52 / Max: 138.6Min: 87.9 / Avg: 87.9 / Max: 87.91. (CC) gcc options: -O2 -flto -lOpenCL

GROMACS

The CUDA version of the Gromacs molecular dynamics package. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgNs Per Day, More Is BetterGROMACS 2020.3Water BenchmarkTITAN RTXRTX 2080 TiRTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 2060GTX TITAN XGTX 980 TiGTX 980GTX 970GTX 960GTX 950GTX 1660 TiGTX 1660 SUPERGTX 1660GTX 1650 SUPERGTX 1650GTX 1080GTX 1070 TiGTX 1070GTX 1060GTX 1050 Ti246810SE +/- 0.005, N = 3SE +/- 0.020, N = 2SE +/- 0.041, N = 3SE +/- 0.015, N = 3SE +/- 0.008, N = 3SE +/- 0.013, N = 3SE +/- 0.016, N = 3SE +/- 0.008, N = 3SE +/- 0.005, N = 3SE +/- 0.003, N = 3SE +/- 0.003, N = 3SE +/- 0.003, N = 3SE +/- 0.002, N = 3SE +/- 0.001, N = 3SE +/- 0.006, N = 3SE +/- 0.007, N = 3SE +/- 0.010, N = 3SE +/- 0.004, N = 3SE +/- 0.005, N = 3SE +/- 0.004, N = 3SE +/- 0.002, N = 3SE +/- 0.003, N = 3SE +/- 0.003, N = 3SE +/- 0.000, N = 37.1177.1366.5726.5366.2495.8655.7895.4164.0813.8573.2712.9952.1541.8024.7894.6294.4124.1223.2534.6344.2594.0523.1812.0841. (CXX) g++ options: -O3 -lpthread -ldl -lrt -lm
OpenBenchmarking.orgNs Per Day, More Is BetterGROMACS 2020.3Water BenchmarkTITAN RTXRTX 2080 TiRTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 2060GTX TITAN XGTX 980 TiGTX 980GTX 970GTX 960GTX 950GTX 1660 TiGTX 1660 SUPERGTX 1660GTX 1650 SUPERGTX 1650GTX 1080GTX 1070 TiGTX 1070GTX 1060GTX 1050 Ti3691215Min: 7.11 / Avg: 7.12 / Max: 7.13Min: 7.12 / Avg: 7.14 / Max: 7.16Min: 6.49 / Avg: 6.57 / Max: 6.62Min: 6.51 / Avg: 6.54 / Max: 6.56Min: 6.24 / Avg: 6.25 / Max: 6.26Min: 5.84 / Avg: 5.87 / Max: 5.88Min: 5.77 / Avg: 5.79 / Max: 5.82Min: 5.4 / Avg: 5.42 / Max: 5.43Min: 4.07 / Avg: 4.08 / Max: 4.09Min: 3.85 / Avg: 3.86 / Max: 3.86Min: 3.27 / Avg: 3.27 / Max: 3.28Min: 2.99 / Avg: 3 / Max: 3Min: 2.15 / Avg: 2.15 / Max: 2.16Min: 1.8 / Avg: 1.8 / Max: 1.8Min: 4.78 / Avg: 4.79 / Max: 4.8Min: 4.62 / Avg: 4.63 / Max: 4.64Min: 4.39 / Avg: 4.41 / Max: 4.42Min: 4.12 / Avg: 4.12 / Max: 4.13Min: 3.25 / Avg: 3.25 / Max: 3.26Min: 4.63 / Avg: 4.63 / Max: 4.64Min: 4.26 / Avg: 4.26 / Max: 4.26Min: 4.05 / Avg: 4.05 / Max: 4.06Min: 3.18 / Avg: 3.18 / Max: 3.19Min: 2.08 / Avg: 2.08 / Max: 2.091. (CXX) g++ options: -O3 -lpthread -ldl -lrt -lm

PlaidML

This test profile uses PlaidML deep learning framework developed by Intel for offering up various benchmarks. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFPS, More Is BetterPlaidMLFP16: No - Mode: Training - Network: Mobilenet - Device: OpenCLTITAN RTXRTX 2080 TiRTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 2060GTX TITAN XGTX 980 TiGTX 980GTX 970GTX 1660 TiGTX 1660 SUPERGTX 1660GTX 1650 SUPERGTX 1650GTX 1080GTX 1070 TiGTX 1070GTX 1060GTX 1050 Ti4080120160200SE +/- 0.21, N = 3SE +/- 0.19, N = 3SE +/- 0.09, N = 3SE +/- 0.20, N = 3SE +/- 0.11, N = 3SE +/- 0.17, N = 3SE +/- 0.14, N = 3SE +/- 0.08, N = 3SE +/- 0.19, N = 3SE +/- 0.08, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.06, N = 3SE +/- 0.07, N = 3SE +/- 0.03, N = 3SE +/- 0.03, N = 3SE +/- 0.05, N = 3SE +/- 0.11, N = 3SE +/- 0.05, N = 3SE +/- 0.06, N = 3SE +/- 0.06, N = 3SE +/- 0.02, N = 3198.37187.73158.82154.35154.74153.03154.81125.3393.0389.2880.4773.25108.06111.3997.9477.1065.5999.8299.64103.7983.5257.13
OpenBenchmarking.orgFPS, More Is BetterPlaidMLFP16: No - Mode: Training - Network: Mobilenet - Device: OpenCLTITAN RTXRTX 2080 TiRTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 2060GTX TITAN XGTX 980 TiGTX 980GTX 970GTX 1660 TiGTX 1660 SUPERGTX 1660GTX 1650 SUPERGTX 1650GTX 1080GTX 1070 TiGTX 1070GTX 1060GTX 1050 Ti4080120160200Min: 197.97 / Avg: 198.37 / Max: 198.7Min: 187.37 / Avg: 187.73 / Max: 188Min: 158.63 / Avg: 158.82 / Max: 158.93Min: 154.04 / Avg: 154.35 / Max: 154.73Min: 154.55 / Avg: 154.74 / Max: 154.92Min: 152.81 / Avg: 153.03 / Max: 153.36Min: 154.57 / Avg: 154.81 / Max: 155.05Min: 125.19 / Avg: 125.33 / Max: 125.48Min: 92.76 / Avg: 93.03 / Max: 93.39Min: 89.16 / Avg: 89.28 / Max: 89.43Min: 80.45 / Avg: 80.47 / Max: 80.48Min: 73.24 / Avg: 73.25 / Max: 73.28Min: 108 / Avg: 108.06 / Max: 108.17Min: 111.25 / Avg: 111.39 / Max: 111.47Min: 97.89 / Avg: 97.94 / Max: 98Min: 77.06 / Avg: 77.1 / Max: 77.17Min: 65.52 / Avg: 65.59 / Max: 65.68Min: 99.65 / Avg: 99.82 / Max: 100.04Min: 99.57 / Avg: 99.64 / Max: 99.73Min: 103.68 / Avg: 103.79 / Max: 103.89Min: 83.43 / Avg: 83.52 / Max: 83.64Min: 57.11 / Avg: 57.13 / Max: 57.17

Mixbench

A benchmark suite for GPUs on mixed operational intensity kernels. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgGIOPS, More Is BetterMixbench 2020-06-23Backend: OpenCL - Benchmark: IntegergputestTITAN RTXRTX 2080 TiRTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 2060GTX TITAN XGTX 980 TiGTX 980GTX 970GTX 960GTX 950GTX 1660 TiGTX 1660 SUPERGTX 1660GTX 1650 SUPERGTX 1650GTX 1080GTX 1070 TiGTX 1070GTX 1060GTX 1050 Ti4K8K12K16K20KSE +/- 168.13, N = 15SE +/- 63.55, N = 15SE +/- 11.06, N = 14SE +/- 11.48, N = 14SE +/- 1.20, N = 14SE +/- 1.47, N = 14SE +/- 1.82, N = 13SE +/- 2.40, N = 13SE +/- 14.13, N = 13SE +/- 1.23, N = 14SE +/- 1.27, N = 13SE +/- 5.50, N = 15SE +/- 0.40, N = 13SE +/- 0.81, N = 12SE +/- 0.55, N = 15SE +/- 50.53, N = 15SE +/- 7.30, N = 13SE +/- 0.61, N = 13SE +/- 0.38, N = 13SE +/- 0.52, N = 12SE +/- 6.51, N = 15SE +/- 0.83, N = 14SE +/- 0.96, N = 13SE +/- 2.70, N = 14SE +/- 2.02, N = 1212647.2316979.9916323.9411752.1110930.569696.388362.868218.027275.331911.011711.031389.901215.75828.80625.555803.635432.405303.514975.183466.722655.582157.312019.081354.14771.531. (CXX) g++ options: -lm -lstdc++ -lOpenCL -lrt -O2
OpenBenchmarking.orgGIOPS, More Is BetterMixbench 2020-06-23Backend: OpenCL - Benchmark: IntegergputestTITAN RTXRTX 2080 TiRTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 2060GTX TITAN XGTX 980 TiGTX 980GTX 970GTX 960GTX 950GTX 1660 TiGTX 1660 SUPERGTX 1660GTX 1650 SUPERGTX 1650GTX 1080GTX 1070 TiGTX 1070GTX 1060GTX 1050 Ti3K6K9K12K15KMin: 11896.66 / Avg: 12647.23 / Max: 13351.85Min: 16101.52 / Avg: 16979.99 / Max: 17151.4Min: 16219.98 / Avg: 16323.94 / Max: 16376.52Min: 11715.04 / Avg: 11752.11 / Max: 11847.14Min: 10921.11 / Avg: 10930.56 / Max: 10939.77Min: 9685.79 / Avg: 9696.38 / Max: 9703.26Min: 8354.86 / Avg: 8362.86 / Max: 8372.03Min: 8200.87 / Avg: 8218.02 / Max: 8232.24Min: 7220.78 / Avg: 7275.33 / Max: 7334.5Min: 1903.14 / Avg: 1911.01 / Max: 1916.34Min: 1703.62 / Avg: 1711.03 / Max: 1717.81Min: 1313.52 / Avg: 1389.9 / Max: 1398.05Min: 1212.67 / Avg: 1215.75 / Max: 1217.86Min: 826.17 / Avg: 828.8 / Max: 834.29Min: 624.08 / Avg: 625.55 / Max: 632.9Min: 5253.22 / Avg: 5803.63 / Max: 5881.73Min: 5360.33 / Avg: 5432.4 / Max: 5482.71Min: 5298.76 / Avg: 5303.51 / Max: 5308.12Min: 4973.09 / Avg: 4975.18 / Max: 4976.5Min: 3462.23 / Avg: 3466.72 / Max: 3469.66Min: 2571.51 / Avg: 2655.58 / Max: 2672.49Min: 2152.09 / Avg: 2157.31 / Max: 2163.73Min: 2014.86 / Avg: 2019.08 / Max: 2026.03Min: 1329.06 / Avg: 1354.14 / Max: 1360.06Min: 755.67 / Avg: 771.53 / Max: 775.941. (CXX) g++ options: -lm -lstdc++ -lOpenCL -lrt -O2

NeatBench

NeatBench is a benchmark of the cross-platform Neat Video software on the CPU and optional GPU (OpenCL / CUDA) support. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFPS, More Is BetterNeatBench 5Acceleration: GPUgputestTITAN RTXRTX 2080RTX 2070RTX 2060GTX 980GTX 970GTX 960GTX 950GTX 1660GTX 1650GTX 1080GTX 10701122334455SE +/- 0.0000, N = 3SE +/- 0.0231, N = 13SE +/- 0.1147, N = 15SE +/- 0.2641, N = 13SE +/- 0.2268, N = 14SE +/- 0.0406, N = 13SE +/- 0.0500, N = 13SE +/- 0.0119, N = 13SE +/- 0.0199, N = 13SE +/- 0.0636, N = 13SE +/- 0.0451, N = 13SE +/- 0.0358, N = 13SE +/- 0.1293, N = 130.020648.100038.300035.800028.300017.300015.40009.53009.540018.600012.800024.600021.5000
OpenBenchmarking.orgFPS, More Is BetterNeatBench 5Acceleration: GPUgputestTITAN RTXRTX 2080RTX 2070RTX 2060GTX 980GTX 970GTX 960GTX 950GTX 1660GTX 1650GTX 1080GTX 10701020304050Min: 0.02 / Avg: 0.02 / Max: 0.02Min: 47.9 / Avg: 48.12 / Max: 48.2Min: 38 / Avg: 38.32 / Max: 39.8Min: 35.1 / Avg: 35.8 / Max: 38.4Min: 27.8 / Avg: 28.32 / Max: 30.4Min: 16.9 / Avg: 17.32 / Max: 17.4Min: 15 / Avg: 15.36 / Max: 15.5Min: 9.44 / Avg: 9.53 / Max: 9.58Min: 9.41 / Avg: 9.54 / Max: 9.64Min: 18.3 / Avg: 18.64 / Max: 18.9Min: 12.4 / Avg: 12.78 / Max: 12.9Min: 24.3 / Avg: 24.6 / Max: 24.7Min: 20.4 / Avg: 21.49 / Max: 21.7

clpeak

Clpeak is designed to test the peak capabilities of OpenCL devices. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgGIOPS, More Is BetterclpeakOpenCL Test: Integer Compute INTgputestTITAN RTXRTX 2080 TiRTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 2060GTX TITAN XGTX 980 TiGTX 980GTX 970GTX 960GTX 950GTX 1660 TiGTX 1660 SUPERGTX 1660GTX 1650 SUPERGTX 1650GTX 1080GTX 1070 TiGTX 1070GTX 1060GTX 1050 Ti3K6K9K12K15KSE +/- 3.31, N = 3SE +/- 169.21, N = 15SE +/- 23.37, N = 12SE +/- 58.52, N = 13SE +/- 51.79, N = 12SE +/- 66.40, N = 12SE +/- 83.63, N = 15SE +/- 81.72, N = 15SE +/- 65.66, N = 15SE +/- 10.01, N = 9SE +/- 8.22, N = 9SE +/- 1.81, N = 8SE +/- 8.78, N = 10SE +/- 3.50, N = 9SE +/- 4.46, N = 15SE +/- 49.36, N = 15SE +/- 6.44, N = 12SE +/- 10.20, N = 12SE +/- 41.07, N = 15SE +/- 1.93, N = 13SE +/- 7.00, N = 10SE +/- 0.30, N = 10SE +/- 6.03, N = 12SE +/- 10.83, N = 15SE +/- 10.24, N = 1513969.2213783.9313629.3710266.729141.238484.417133.776930.215356.841757.811612.521306.511145.14789.99593.764734.364280.554338.674128.392641.382430.552076.451695.791275.12719.461. (CXX) g++ options: -O3 -rdynamic -lOpenCL
OpenBenchmarking.orgGIOPS, More Is BetterclpeakOpenCL Test: Integer Compute INTgputestTITAN RTXRTX 2080 TiRTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 2060GTX TITAN XGTX 980 TiGTX 980GTX 970GTX 960GTX 950GTX 1660 TiGTX 1660 SUPERGTX 1660GTX 1650 SUPERGTX 1650GTX 1080GTX 1070 TiGTX 1070GTX 1060GTX 1050 Ti2K4K6K8K10KMin: 13964.54 / Avg: 13969.22 / Max: 13975.61Min: 12860.87 / Avg: 13783.93 / Max: 14873.54Min: 13468.38 / Avg: 13629.37 / Max: 13737.35Min: 10043.08 / Avg: 10266.72 / Max: 10765.68Min: 8891.04 / Avg: 9141.23 / Max: 9406.11Min: 8209.89 / Avg: 8484.41 / Max: 8929.36Min: 6703.03 / Avg: 7133.77 / Max: 7537.98Min: 6532.62 / Avg: 6930.21 / Max: 7425.68Min: 5176.74 / Avg: 5356.84 / Max: 5876Min: 1701.86 / Avg: 1757.81 / Max: 1784.5Min: 1550.61 / Avg: 1612.52 / Max: 1630.4Min: 1298.32 / Avg: 1306.51 / Max: 1311.76Min: 1087.97 / Avg: 1145.14 / Max: 1166.11Min: 768.18 / Avg: 789.99 / Max: 796.22Min: 548.48 / Avg: 593.76 / Max: 602.03Min: 4517.57 / Avg: 4734.36 / Max: 5103.61Min: 4246.47 / Avg: 4280.55 / Max: 4314.36Min: 4283.9 / Avg: 4338.67 / Max: 4398.68Min: 3892.13 / Avg: 4128.39 / Max: 4392.65Min: 2628.87 / Avg: 2641.38 / Max: 2650.1Min: 2396.12 / Avg: 2430.55 / Max: 2459.26Min: 2074.6 / Avg: 2076.45 / Max: 2077.81Min: 1661.45 / Avg: 1695.79 / Max: 1720.52Min: 1162.41 / Avg: 1275.12 / Max: 1295.35Min: 614.32 / Avg: 719.46 / Max: 737.411. (CXX) g++ options: -O3 -rdynamic -lOpenCL

Mixbench

A benchmark suite for GPUs on mixed operational intensity kernels. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgGIOPS, More Is BetterMixbench 2020-06-23Backend: NVIDIA CUDA - Benchmark: IntegerTITAN RTXRTX 2080 TiRTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 2060GTX 1660 TiGTX 1660 SUPERGTX 1660GTX 1650 SUPERGTX 1650GTX 1080GTX 1070 TiGTX 1070GTX 1060GTX 1050 Ti3K6K9K12K15KSE +/- 458.60, N = 15SE +/- 264.51, N = 15SE +/- 1.56, N = 14SE +/- 7.76, N = 14SE +/- 0.98, N = 14SE +/- 0.55, N = 14SE +/- 49.03, N = 15SE +/- 4.65, N = 13SE +/- 0.35, N = 13SE +/- 4.94, N = 15SE +/- 0.22, N = 13SE +/- 0.38, N = 13SE +/- 0.11, N = 12SE +/- 1.56, N = 11SE +/- 0.87, N = 11SE +/- 3.28, N = 11SE +/- 2.01, N = 9SE +/- 0.18, N = 714426.1114103.7910562.999732.488722.287540.287348.916539.815271.344866.614753.114492.323108.842326.091887.611764.631187.72667.901. (CXX) g++ options: -lm -lstdc++ -lOpenCL -lrt -O2
OpenBenchmarking.orgGIOPS, More Is BetterMixbench 2020-06-23Backend: NVIDIA CUDA - Benchmark: IntegerTITAN RTXRTX 2080 TiRTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 2060GTX 1660 TiGTX 1660 SUPERGTX 1660GTX 1650 SUPERGTX 1650GTX 1080GTX 1070 TiGTX 1070GTX 1060GTX 1050 Ti3K6K9K12K15KMin: 10922.44 / Avg: 14426.11 / Max: 15447.69Min: 11531.95 / Avg: 14103.79 / Max: 14668Min: 10551.37 / Avg: 10562.99 / Max: 10571.07Min: 9692.24 / Avg: 9732.48 / Max: 9759.95Min: 8717.6 / Avg: 8722.28 / Max: 8727.93Min: 7538.11 / Avg: 7540.28 / Max: 7543.82Min: 6663.11 / Avg: 7348.91 / Max: 7417.23Min: 6530.69 / Avg: 6539.81 / Max: 6578.04Min: 5269.43 / Avg: 5271.34 / Max: 5273Min: 4797.5 / Avg: 4866.61 / Max: 4872.46Min: 4751.65 / Avg: 4753.11 / Max: 4753.95Min: 4489.85 / Avg: 4492.32 / Max: 4494.65Min: 3108.39 / Avg: 3108.84 / Max: 3109.42Min: 2318.94 / Avg: 2326.09 / Max: 2333.79Min: 1881.36 / Avg: 1887.61 / Max: 1892.59Min: 1734.06 / Avg: 1764.63 / Max: 1774.14Min: 1172 / Avg: 1187.72 / Max: 1192.63Min: 667.25 / Avg: 667.9 / Max: 668.61. (CXX) g++ options: -lm -lstdc++ -lOpenCL -lrt -O2

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 AtomsgputestTITAN RTXRTX 2080 TiRTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 2060GTX TITAN XGTX 980 TiGTX 980GTX 970GTX 960GTX 950GTX 1660 TiGTX 1660 SUPERGTX 1660GTX 1650 SUPERGTX 1650GTX 1080GTX 1070 TiGTX 1070GTX 1060GTX 1050 Ti714212835SE +/- 0.02638, N = 3SE +/- 0.00134, N = 4SE +/- 0.00046, N = 4SE +/- 0.00097, N = 4SE +/- 0.00054, N = 4SE +/- 0.00025, N = 4SE +/- 0.00191, N = 4SE +/- 0.00060, N = 4SE +/- 0.00144, N = 4SE +/- 0.00182, N = 4SE +/- 0.00163, N = 4SE +/- 0.00291, N = 3SE +/- 0.00170, N = 3SE +/- 0.00332, N = 3SE +/- 0.00145, N = 3SE +/- 0.00217, N = 4SE +/- 0.00026, N = 4SE +/- 0.00142, N = 4SE +/- 0.00061, N = 4SE +/- 0.00088, N = 3SE +/- 0.00174, N = 4SE +/- 0.00101, N = 4SE +/- 0.00276, N = 4SE +/- 0.00077, N = 3SE +/- 0.00392, N = 329.940270.191950.190820.193290.192650.196250.203620.200570.206350.271030.291380.335660.360710.507850.595130.228000.231770.242900.262110.345030.224260.223000.240220.309570.53233
OpenBenchmarking.orgdays/ns, Fewer Is BetterNAMD CUDA 2.14ATPase Simulation - 327,506 AtomsgputestTITAN RTXRTX 2080 TiRTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 2060GTX TITAN XGTX 980 TiGTX 980GTX 970GTX 960GTX 950GTX 1660 TiGTX 1660 SUPERGTX 1660GTX 1650 SUPERGTX 1650GTX 1080GTX 1070 TiGTX 1070GTX 1060GTX 1050 Ti714212835Min: 29.89 / Avg: 29.94 / Max: 29.97Min: 0.19 / Avg: 0.19 / Max: 0.19Min: 0.19 / Avg: 0.19 / Max: 0.19Min: 0.19 / Avg: 0.19 / Max: 0.19Min: 0.19 / Avg: 0.19 / Max: 0.19Min: 0.2 / Avg: 0.2 / Max: 0.2Min: 0.2 / Avg: 0.2 / Max: 0.21Min: 0.2 / Avg: 0.2 / Max: 0.2Min: 0.2 / Avg: 0.21 / Max: 0.21Min: 0.27 / Avg: 0.27 / Max: 0.28Min: 0.29 / Avg: 0.29 / Max: 0.29Min: 0.33 / Avg: 0.34 / Max: 0.34Min: 0.36 / Avg: 0.36 / Max: 0.36Min: 0.5 / Avg: 0.51 / Max: 0.51Min: 0.59 / Avg: 0.6 / Max: 0.6Min: 0.22 / Avg: 0.23 / Max: 0.23Min: 0.23 / Avg: 0.23 / Max: 0.23Min: 0.24 / Avg: 0.24 / Max: 0.25Min: 0.26 / Avg: 0.26 / Max: 0.26Min: 0.34 / Avg: 0.35 / Max: 0.35Min: 0.22 / Avg: 0.22 / Max: 0.23Min: 0.22 / Avg: 0.22 / Max: 0.23Min: 0.24 / Avg: 0.24 / Max: 0.25Min: 0.31 / Avg: 0.31 / Max: 0.31Min: 0.53 / Avg: 0.53 / Max: 0.54

LeelaChessZero

LeelaChessZero (lc0 / lczero) is a chess engine automated vian neural networks. This test profile can be used for OpenCL, CUDA + cuDNN, and BLAS (CPU-based) benchmarking. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgNodes Per Second, More Is BetterLeelaChessZero 0.26Backend: OpenCLgputestTITAN RTXRTX 2080 TiRTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 2060GTX TITAN XGTX 980 TiGTX 980GTX 970GTX 960GTX 950GTX 1660 TiGTX 1660 SUPERGTX 1660GTX 1650 SUPERGTX 1650GTX 1080GTX 1070 TiGTX 1070GTX 1060GTX 1050 Ti5K10K15K20K25KSE +/- 197.46, N = 3SE +/- 20.50, N = 3SE +/- 55.16, N = 3SE +/- 79.08, N = 3SE +/- 77.45, N = 3SE +/- 28.58, N = 3SE +/- 70.73, N = 3SE +/- 61.94, N = 3SE +/- 64.75, N = 3SE +/- 27.94, N = 3SE +/- 28.99, N = 3SE +/- 43.89, N = 3SE +/- 36.50, N = 3SE +/- 10.44, N = 3SE +/- 16.29, N = 3SE +/- 56.77, N = 3SE +/- 54.30, N = 3SE +/- 3.38, N = 3SE +/- 19.16, N = 3SE +/- 6.17, N = 3SE +/- 57.21, N = 3SE +/- 85.75, N = 3SE +/- 28.32, N = 3SE +/- 2.73, N = 3220172242421839175011544214730123111233510290906682836265516324301982773373665895515131011266299479750593325651. (CXX) g++ options: -flto -pthread
OpenBenchmarking.orgNodes Per Second, More Is BetterLeelaChessZero 0.26Backend: OpenCLgputestTITAN RTXRTX 2080 TiRTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 2060GTX TITAN XGTX 980 TiGTX 980GTX 970GTX 960GTX 950GTX 1660 TiGTX 1660 SUPERGTX 1660GTX 1650 SUPERGTX 1650GTX 1080GTX 1070 TiGTX 1070GTX 1060GTX 1050 Ti4K8K12K16K20KMin: 21674 / Avg: 22017 / Max: 22358Min: 22388 / Avg: 22424 / Max: 22459Min: 21745 / Avg: 21839 / Max: 21936Min: 17408 / Avg: 17500.67 / Max: 17658Min: 15353 / Avg: 15441.67 / Max: 15596Min: 14681 / Avg: 14730 / Max: 14780Min: 12189 / Avg: 12311 / Max: 12434Min: 12249 / Avg: 12334.67 / Max: 12455Min: 10175 / Avg: 10290.33 / Max: 10399Min: 9026 / Avg: 9066.33 / Max: 9120Min: 8228 / Avg: 8283.33 / Max: 8326Min: 6190 / Avg: 6265 / Max: 6342Min: 5106 / Avg: 5163 / Max: 5231Min: 2411 / Avg: 2430 / Max: 2447Min: 1950 / Avg: 1982.33 / Max: 2002Min: 7656 / Avg: 7733.33 / Max: 7844Min: 7274 / Avg: 7366.33 / Max: 7462Min: 5891 / Avg: 5895.33 / Max: 5902Min: 5116 / Avg: 5151 / Max: 5182Min: 3092 / Avg: 3101.33 / Max: 3113Min: 12565 / Avg: 12661.67 / Max: 12763Min: 9585 / Avg: 9750 / Max: 9873Min: 5883 / Avg: 5933.33 / Max: 5981Min: 2561 / Avg: 2564.67 / Max: 25701. (CXX) g++ options: -flto -pthread

clpeak

Clpeak is designed to test the peak capabilities of OpenCL devices. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgGFLOPS, More Is BetterclpeakOpenCL Test: Double-Precision DoublegputestTITAN RTXRTX 2080 TiRTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 2060GTX TITAN XGTX 980 TiGTX 980GTX 970GTX 960GTX 950GTX 1660 TiGTX 1660 SUPERGTX 1660GTX 1650 SUPERGTX 1650GTX 1080GTX 1070 TiGTX 1070GTX 1060GTX 1050 Ti15003000450060007500SE +/- 45.70, N = 3SE +/- 1.32, N = 3SE +/- 1.30, N = 3SE +/- 0.03, N = 3SE +/- 0.91, N = 3SE +/- 0.00, N = 3SE +/- 0.71, N = 3SE +/- 0.69, N = 3SE +/- 0.58, N = 3SE +/- 0.14, N = 3SE +/- 0.11, N = 3SE +/- 0.03, N = 3SE +/- 0.02, N = 3SE +/- 0.01, N = 3SE +/- 0.17, N = 3SE +/- 0.46, N = 3SE +/- 0.02, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.27, N = 3SE +/- 0.60, N = 3SE +/- 0.06, N = 3SE +/- 0.38, N = 4SE +/- 0.23, N = 3SE +/- 0.14, N = 47018.13548.26522.22376.32345.11308.86267.79261.89232.17219.42197.23159.72137.4892.4169.87184.34172.49168.56157.98109.20298.46242.70223.60150.6884.601. (CXX) g++ options: -O3 -rdynamic -lOpenCL
OpenBenchmarking.orgGFLOPS, More Is BetterclpeakOpenCL Test: Double-Precision DoublegputestTITAN RTXRTX 2080 TiRTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 2060GTX TITAN XGTX 980 TiGTX 980GTX 970GTX 960GTX 950GTX 1660 TiGTX 1660 SUPERGTX 1660GTX 1650 SUPERGTX 1650GTX 1080GTX 1070 TiGTX 1070GTX 1060GTX 1050 Ti12002400360048006000Min: 6930.57 / Avg: 7018.13 / Max: 7084.58Min: 546.92 / Avg: 548.26 / Max: 550.9Min: 520.92 / Avg: 522.22 / Max: 524.83Min: 376.29 / Avg: 376.32 / Max: 376.38Min: 344.19 / Avg: 345.11 / Max: 346.93Min: 308.86 / Avg: 308.86 / Max: 308.87Min: 267.07 / Avg: 267.79 / Max: 269.21Min: 260.52 / Avg: 261.89 / Max: 262.59Min: 231.56 / Avg: 232.17 / Max: 233.32Min: 219.16 / Avg: 219.42 / Max: 219.65Min: 197.09 / Avg: 197.23 / Max: 197.45Min: 159.66 / Avg: 159.72 / Max: 159.78Min: 137.45 / Avg: 137.48 / Max: 137.52Min: 92.4 / Avg: 92.41 / Max: 92.42Min: 69.7 / Avg: 69.87 / Max: 70.2Min: 183.87 / Avg: 184.34 / Max: 185.26Min: 172.45 / Avg: 172.49 / Max: 172.53Min: 168.55 / Avg: 168.56 / Max: 168.58Min: 157.98 / Avg: 157.98 / Max: 157.99Min: 108.93 / Avg: 109.2 / Max: 109.75Min: 297.3 / Avg: 298.46 / Max: 299.29Min: 242.59 / Avg: 242.7 / Max: 242.77Min: 222.47 / Avg: 223.6 / Max: 224.11Min: 150.22 / Avg: 150.68 / Max: 150.92Min: 84.17 / Avg: 84.6 / Max: 84.751. (CXX) g++ options: -O3 -rdynamic -lOpenCL

ViennaCL

ViennaCL is an open-source linear algebra library written in C++ and with support for OpenCL and OpenMP. This test profile uses ViennaCL OpenCL support and runs the included computational benchmark. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgGFLOPS, More Is BetterViennaCL 1.4.2OpenCL LU FactorizationgputestTITAN RTXRTX 2080 TiRTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 2060GTX TITAN XGTX 980 TiGTX 980GTX 970GTX 960GTX 950GTX 1660 TiGTX 1660 SUPERGTX 1660GTX 1650 SUPERGTX 1650GTX 1080GTX 1070 TiGTX 1070GTX 1060GTX 1050 Ti20406080100SE +/- 1.40, N = 12SE +/- 0.57, N = 11SE +/- 0.39, N = 11SE +/- 0.41, N = 11SE +/- 0.38, N = 11SE +/- 0.44, N = 11SE +/- 0.47, N = 11SE +/- 0.24, N = 11SE +/- 0.29, N = 11SE +/- 0.23, N = 11SE +/- 0.25, N = 11SE +/- 0.29, N = 11SE +/- 0.20, N = 10SE +/- 0.19, N = 10SE +/- 0.19, N = 10SE +/- 0.37, N = 11SE +/- 0.37, N = 11SE +/- 0.25, N = 11SE +/- 0.27, N = 11SE +/- 0.21, N = 11SE +/- 0.21, N = 11SE +/- 0.38, N = 11SE +/- 0.23, N = 11SE +/- 0.32, N = 11SE +/- 0.14, N = 1042.3476.6475.7976.1074.7374.4572.5772.5073.3165.9564.5461.9460.2052.9247.2970.0368.1567.8267.9362.9670.6969.1866.2161.6551.341. (CXX) g++ options: -rdynamic
OpenBenchmarking.orgGFLOPS, More Is BetterViennaCL 1.4.2OpenCL LU FactorizationgputestTITAN RTXRTX 2080 TiRTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 2060GTX TITAN XGTX 980 TiGTX 980GTX 970GTX 960GTX 950GTX 1660 TiGTX 1660 SUPERGTX 1660GTX 1650 SUPERGTX 1650GTX 1080GTX 1070 TiGTX 1070GTX 1060GTX 1050 Ti1530456075Min: 33.88 / Avg: 42.34 / Max: 46.32Min: 72.42 / Avg: 76.64 / Max: 79.1Min: 73.27 / Avg: 75.79 / Max: 78.38Min: 74.31 / Avg: 76.1 / Max: 77.87Min: 72.96 / Avg: 74.73 / Max: 76.96Min: 72.97 / Avg: 74.45 / Max: 77.36Min: 69.7 / Avg: 72.57 / Max: 75.74Min: 70.99 / Avg: 72.5 / Max: 74.26Min: 71.99 / Avg: 73.31 / Max: 74.88Min: 64.57 / Avg: 65.94 / Max: 67.67Min: 63.1 / Avg: 64.54 / Max: 66.06Min: 60.68 / Avg: 61.94 / Max: 63.66Min: 59.08 / Avg: 60.2 / Max: 60.76Min: 52.26 / Avg: 52.92 / Max: 53.91Min: 46.61 / Avg: 47.29 / Max: 48.13Min: 67.27 / Avg: 70.03 / Max: 71.2Min: 65.73 / Avg: 68.15 / Max: 70.86Min: 66.27 / Avg: 67.82 / Max: 69.46Min: 66.97 / Avg: 67.93 / Max: 69.6Min: 61.82 / Avg: 62.96 / Max: 63.94Min: 69.54 / Avg: 70.69 / Max: 71.38Min: 66.56 / Avg: 69.18 / Max: 70.35Min: 65.43 / Avg: 66.21 / Max: 68.25Min: 59.24 / Avg: 61.65 / Max: 62.71Min: 50.79 / Avg: 51.34 / Max: 52.171. (CXX) g++ options: -rdynamic

GPU Temperature Monitor

OpenBenchmarking.orgCelsiusGPU Temperature MonitorPhoronix Test Suite System MonitoringTITAN RTXRTX 2080 TiRTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 2060GTX TITAN XGTX 980 TiGTX 980GTX 970GTX 960GTX 950GTX 1660 TiGTX 1660 SUPERGTX 1660GTX 1650 SUPERGTX 1650GTX 1080GTX 1070 TiGTX 1070GTX 1060GTX 1050 Ti1632486480Min: 35 / Avg: 55.61 / Max: 78Min: 29 / Avg: 56.11 / Max: 78Min: 28 / Avg: 49.61 / Max: 73Min: 28 / Avg: 62.06 / Max: 83Min: 29 / Avg: 50.76 / Max: 71Min: 29 / Avg: 54.87 / Max: 76Min: 33 / Avg: 53.72 / Max: 74Min: 29 / Avg: 51.56 / Max: 73Min: 32 / Avg: 70.56 / Max: 85Min: 30 / Avg: 70.66 / Max: 85Min: 31 / Avg: 65.22 / Max: 80Min: 33 / Avg: 52.58 / Max: 74Min: 27 / Avg: 61.47 / Max: 74Min: 29 / Avg: 62.51 / Max: 82Min: 29 / Avg: 48.98 / Max: 66Min: 33 / Avg: 55.48 / Max: 68Min: 30 / Avg: 51.27 / Max: 76Min: 30 / Avg: 50.85 / Max: 66Min: 27 / Avg: 49.62 / Max: 67Min: 28 / Avg: 61.17 / Max: 83Min: 32 / Avg: 45.46 / Max: 58Min: 29 / Avg: 59.81 / Max: 78Min: 32 / Avg: 52.77 / Max: 69Min: 28 / Avg: 52.14 / Max: 68

GPU Power Consumption Monitor

OpenBenchmarking.orgWattsGPU Power Consumption MonitorPhoronix Test Suite System MonitoringTITAN RTXRTX 2080 TiRTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 2060GTX TITAN XGTX 980 TiGTX 980GTX 970GTX 960GTX 950GTX 1660 TiGTX 1660 SUPERGTX 1660GTX 1650 SUPERGTX 1650GTX 1080GTX 1070GTX 106060120180240300Min: 24.02 / Avg: 126.58 / Max: 312.98Min: 5.74 / Avg: 124.11 / Max: 273.84Min: 8.85 / Avg: 91.93 / Max: 248.16Min: 13.71 / Avg: 103.45 / Max: 219.93Min: 14.36 / Avg: 96.17 / Max: 217.58Min: 7.57 / Avg: 85.38 / Max: 180.92Min: 9.27 / Avg: 88.74 / Max: 180.97Min: 9.59 / Avg: 74.07 / Max: 165.3Min: 16.01 / Avg: 139.4 / Max: 257.78Min: 15.33 / Avg: 131.28 / Max: 252.57Min: 15.1 / Avg: 102.77 / Max: 192.38Min: 15.21 / Avg: 95.21 / Max: 176.52Min: 8.45 / Avg: 64.56 / Max: 143.77Min: 8.46 / Avg: 57.65 / Max: 109.21Min: 7.22 / Avg: 59.54 / Max: 132.74Min: 10.68 / Avg: 67.65 / Max: 128.36Min: 6.72 / Avg: 45.57 / Max: 122.32Min: 6.47 / Avg: 47.87 / Max: 99.24Min: 5.55 / Avg: 37.62 / Max: 70.94Min: 6.47 / Avg: 92.36 / Max: 196.24Min: 6.84 / Avg: 82.21 / Max: 159.92Min: 6.24 / Avg: 64.43 / Max: 128.04

FinanceBench

OpenBenchmarking.orgCelsius, Fewer Is BetterFinanceBench 2016-06-06GPU Temperature MonitorTITAN RTXRTX 2080 TiRTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 2060GTX TITAN XGTX 980 TiGTX 980GTX 970GTX 960GTX 950GTX 1660 TiGTX 1660 SUPERGTX 1660GTX 1650 SUPERGTX 1650GTX 1080GTX 1070 TiGTX 1070GTX 1060GTX 1050 Ti1326395265Min: 41 / Avg: 42.67 / Max: 44Min: 42 / Avg: 43.96 / Max: 46Min: 37 / Avg: 38.31 / Max: 40Min: 45 / Avg: 46.84 / Max: 49Min: 37 / Avg: 38.3 / Max: 40Min: 38 / Avg: 39.74 / Max: 42Min: 38 / Avg: 39.66 / Max: 42Min: 37 / Avg: 38.7 / Max: 41Min: 58 / Avg: 60.14 / Max: 63Min: 59 / Avg: 61.76 / Max: 66Min: 50 / Avg: 51.97 / Max: 54Min: 39 / Avg: 39.35 / Max: 40Min: 52 / Avg: 53.6 / Max: 55Min: 50 / Avg: 52.52 / Max: 57Min: 36 / Avg: 37.83 / Max: 39Min: 45 / Avg: 46.81 / Max: 49Min: 36 / Avg: 37.72 / Max: 40Min: 39 / Avg: 39.86 / Max: 41Min: 34 / Avg: 35.36 / Max: 37Min: 46 / Avg: 47.39 / Max: 50Min: 39 / Avg: 39.94 / Max: 41Min: 43 / Avg: 48.67 / Max: 50Min: 40 / Avg: 42.76 / Max: 46Min: 38 / Avg: 40.3 / Max: 43

OpenBenchmarking.orgWatts, Fewer Is BetterFinanceBench 2016-06-06GPU Power Consumption MonitorTITAN RTXRTX 2080 TiRTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 2060GTX TITAN XGTX 980 TiGTX 980GTX 970GTX 960GTX 950GTX 1660 TiGTX 1660 SUPERGTX 1660GTX 1650 SUPERGTX 1650GTX 1080GTX 1070GTX 10601632486480Min: 24.7 / Avg: 38.84 / Max: 59.62Min: 6.58 / Avg: 29.78 / Max: 53.12Min: 9 / Avg: 29.32 / Max: 48.16Min: 15.36 / Avg: 31.49 / Max: 51.96Min: 14.56 / Avg: 28.59 / Max: 46.88Min: 8.3 / Avg: 20.71 / Max: 37.14Min: 9.85 / Avg: 24.96 / Max: 41.32Min: 9.59 / Avg: 21.32 / Max: 35.76Min: 73.14 / Avg: 77.07 / Max: 78.94Min: 69.22 / Avg: 77.38 / Max: 86.25Min: 44.36 / Avg: 47.75 / Max: 49.96Min: 43.88 / Avg: 46.25 / Max: 48.4Min: 26.23 / Avg: 31.11 / Max: 39.27Min: 10.57 / Avg: 23.48 / Max: 38.35Min: 7.58 / Avg: 14.8 / Max: 25.66Min: 11.38 / Avg: 21.68 / Max: 35Min: 6.77 / Avg: 12.6 / Max: 20.59Min: 6.65 / Avg: 13.23 / Max: 20.93Min: 5.79 / Avg: 10.62 / Max: 17.61Min: 34.48 / Avg: 37.96 / Max: 41.35Min: 30.74 / Avg: 38.09 / Max: 44.91Min: 24.02 / Avg: 28.54 / Max: 34.93

OpenBenchmarking.orgms, Fewer Is BetterFinanceBench 2016-06-06Benchmark: Black-Scholes OpenCLgputestTITAN RTXRTX 2080 TiRTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 2060GTX TITAN XGTX 980 TiGTX 980GTX 970GTX 960GTX 950GTX 1660 TiGTX 1660 SUPERGTX 1660GTX 1650 SUPERGTX 1650GTX 1080GTX 1070 TiGTX 1070GTX 1060GTX 1050 Ti714212835SE +/- 0.040262, N = 15SE +/- 0.001983, N = 15SE +/- 0.001717, N = 14SE +/- 0.003249, N = 15SE +/- 0.001547, N = 14SE +/- 0.014259, N = 15SE +/- 0.001589, N = 14SE +/- 0.015324, N = 15SE +/- 0.000959, N = 14SE +/- 0.004731, N = 14SE +/- 0.156028, N = 15SE +/- 0.022523, N = 15SE +/- 0.003094, N = 15SE +/- 0.303704, N = 15SE +/- 0.453232, N = 15SE +/- 0.001932, N = 14SE +/- 0.001295, N = 14SE +/- 0.001244, N = 14SE +/- 0.001228, N = 14SE +/- 0.002491, N = 14SE +/- 0.003290, N = 15SE +/- 0.003359, N = 15SE +/- 0.209293, N = 15SE +/- 0.317433, N = 15SE +/- 0.748737, N = 151.6010005.7010006.0200006.8110007.6570008.26300010.25400010.49800012.5550009.3230009.59600012.10100014.19600019.51320027.81886714.38500015.27100015.25900016.57778524.1452856.9810007.2980008.96800013.34000024.3622001. (CXX) g++ options: -O3 -lOpenCL
OpenBenchmarking.orgms, Fewer Is BetterFinanceBench 2016-06-06Benchmark: Black-Scholes OpenCLgputestTITAN RTXRTX 2080 TiRTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 2060GTX TITAN XGTX 980 TiGTX 980GTX 970GTX 960GTX 950GTX 1660 TiGTX 1660 SUPERGTX 1660GTX 1650 SUPERGTX 1650GTX 1080GTX 1070 TiGTX 1070GTX 1060GTX 1050 Ti612182430Min: 1.31 / Avg: 1.6 / Max: 1.86Min: 5.7 / Avg: 5.7 / Max: 5.72Min: 6.01 / Avg: 6.02 / Max: 6.03Min: 6.8 / Avg: 6.81 / Max: 6.86Min: 7.65 / Avg: 7.66 / Max: 7.67Min: 8.24 / Avg: 8.26 / Max: 8.46Min: 10.25 / Avg: 10.25 / Max: 10.27Min: 10.47 / Avg: 10.5 / Max: 10.71Min: 12.55 / Avg: 12.56 / Max: 12.56Min: 9.31 / Avg: 9.32 / Max: 9.37Min: 8.85 / Avg: 9.6 / Max: 10.08Min: 12.06 / Avg: 12.1 / Max: 12.37Min: 14.19 / Avg: 14.2 / Max: 14.24Min: 17.89 / Avg: 19.51 / Max: 20.44Min: 23.49 / Avg: 27.82 / Max: 28.52Min: 14.37 / Avg: 14.38 / Max: 14.4Min: 15.26 / Avg: 15.27 / Max: 15.28Min: 15.25 / Avg: 15.26 / Max: 15.27Min: 16.57 / Avg: 16.58 / Max: 16.59Min: 24.13 / Avg: 24.15 / Max: 24.16Min: 6.97 / Avg: 6.98 / Max: 7.03Min: 7.29 / Avg: 7.3 / Max: 7.34Min: 7.99 / Avg: 8.97 / Max: 9.62Min: 11.37 / Avg: 13.34 / Max: 14.11Min: 19.72 / Avg: 24.36 / Max: 26.151. (CXX) g++ options: -O3 -lOpenCL

38 Results Shown

Mixbench
cl-mem:
  Read
  Write
clpeak
Rodinia
Mixbench
MandelGPU
Mixbench
clpeak
PlaidML
Mixbench
OctaneBench
PlaidML
LuxCoreRender OpenCL:
  LuxCore Benchmark
  DLSC
  Food
PlaidML
FAHBench
PlaidML
ArrayFire
Mixbench
LuxCoreRender OpenCL
cl-mem
GROMACS
PlaidML
Mixbench
NeatBench
clpeak
Mixbench
NAMD CUDA
LeelaChessZero
clpeak
ViennaCL
GPU Temperature Monitor:
  Phoronix Test Suite System Monitoring:
    Celsius
    Watts
  GPU Temp Monitor:
    Celsius
  GPU Power Consumption Monitor:
    Watts
FinanceBench