NVIDIA vs. Radeon OpenCL Linux GPU Compute

NVIDIA Linux GPU computing benchmarks by Michael Larabel for a future article.

Compare your own system(s) to this result file with the Phoronix Test Suite by running the command: phoronix-test-suite benchmark 1901304-SP-1901305SP07
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NVIDIA GPU Compute 5 Tests
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Identifier
Performance Per
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Date
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  Test
  Duration
GTX 1060
January 27 2019
  27 Minutes
GTX 1070
January 25 2019
  23 Minutes
GTX 1070 Ti
January 25 2019
  24 Minutes
GTX 1080
January 25 2019
  23 Minutes
GTX 1080 Ti
January 25 2019
  22 Minutes
RTX 2060
January 27 2019
  23 Minutes
RTX 2070
January 27 2019
  22 Minutes
RTX 2080
January 26 2019
  22 Minutes
RTX 2080 Ti
January 26 2019
  22 Minutes
TITAN RTX
January 26 2019
  22 Minutes
RX 580
January 28 2019
  1 Hour, 3 Minutes
RX 590
January 29 2019
  1 Hour, 1 Minute
RX Vega 56
January 28 2019
  56 Minutes
RX Vega 64
January 28 2019
  53 Minutes
amdocl
January 30 2019
  1 Hour, 1 Minute
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NVIDIA vs. Radeon OpenCL Linux GPU ComputeProcessorMotherboardChipsetMemoryDiskGraphicsAudioMonitorNetworkOSKernelDesktopDisplay ServerDisplay DriverOpenGLOpenCLVulkanCompilerFile-SystemScreen ResolutionGTX 1060GTX 1070GTX 1070 TiGTX 1080GTX 1080 TiRTX 2060RTX 2070RTX 2080RTX 2080 TiTITAN RTXRX 580RX 590RX Vega 56RX Vega 64amdoclIntel Core i9-9900K @ 5.00GHz (8 Cores / 16 Threads)ASUS PRIME Z390-A (0602 BIOS)Intel Cannon Lake PCH Shared SRAM16384MBSamsung SSD 970 EVO 250GB + 2000GB SABRENTNVIDIA GeForce GTX 1060 6GB (1506/4006MHz)Realtek ALC1220Acer B286HKIntel I219-VUbuntu 18.104.20.3-042003-generic (x86_64)GNOME Shell 3.30.1X Server 1.20.1NVIDIA 415.274.6.0OpenCL 1.2 CUDA 10.0.1321.1.84GCC 8.2.0ext43840x2160NVIDIA GeForce GTX 1070 8GB (1506/4006MHz)Zotac NVIDIA GeForce GTX 1070 Ti 8GB (1607/4006MHz)NVIDIA GeForce GTX 1080 8GB (1607/5005MHz)NVIDIA GeForce GTX 1080 Ti 11GB (1480/5508MHz)NVIDIA GeForce RTX 2060 6GB (1365/7000MHz)ASUS NVIDIA GeForce RTX 2070 8GB (1410/7000MHz)Zotac NVIDIA GeForce RTX 2080 8GB (1515/7000MHz)NVIDIA GeForce RTX 2080 Ti 11GB (1350/7000MHz)NVIDIA TITAN RTX 24GB (1350/7000MHz)MSI AMD Radeon RX 470/480/570/570X/580/580X 8GB (1366/2000MHz)5.0.0-050000rc4-generic (x86_64) 201901274.5 Mesa 19.0.0-devel padoka PPA (LLVM 9.0.0)OpenCL 2.1 AMD-APP (2783.0)1.1.90Sapphire AMD Radeon RX 470/480/570/570X/580/580X 8GB (1560/2100MHz)AMD Radeon RX 64 8GB (1590/800MHz)AMD Radeon RX 64 8GB (1630/945MHz)AMD Ryzen 7 2700 Eight-Core @ 3.20GHz (8 Cores / 16 Threads)ASRock X370 Taichi (P5.10 BIOS)AMD Family 17h32768MB1024GB INTEL SSDPEKKW010T7 + Samsung SSD 960 EVO 500GB + 512GB Crucial_CT512M55 + 1000GB SanDisk SDSSDH31 + 2000GB SanDisk SDSSDH32AMD Radeon RX 56/64 8GB (1590/800MHz)AMD Device aaf8SAMSUNGIntel I211Arch rolling4.20.5-zen1-1-zen (x86_64)KDE Plasma 5.14.5X Server 1.20.3amdgpu 18.1.04.5 Mesa 19.0.0-devel (git-69edc972fc) (LLVM 9.0.0)OpenCL 2.1 AMD-APP (2766.4)Clang 7.0.1 + LLVM 7.0.1xfsOpenBenchmarking.orgCompiler Details- 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++ --enable-libmpx --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-multiarch --enable-multilib --enable-nls --enable-objc-gc=auto --enable-offload-targets=nvptx-none --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 --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++ --enable-libmpx --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-multiarch --enable-multilib --enable-nls --enable-objc-gc=auto --enable-offload-targets=nvptx-none --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 --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++ --enable-libmpx --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-multiarch --enable-multilib --enable-nls --enable-objc-gc=auto --enable-offload-targets=nvptx-none --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 --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++ --enable-libmpx --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-multiarch --enable-multilib --enable-nls --enable-objc-gc=auto --enable-offload-targets=nvptx-none --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 --with-tune=generic --without-cuda-driver -v- GTX 1080 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++ --enable-libmpx --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-multiarch --enable-multilib --enable-nls --enable-objc-gc=auto --enable-offload-targets=nvptx-none --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 --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++ --enable-libmpx --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-multiarch --enable-multilib --enable-nls --enable-objc-gc=auto --enable-offload-targets=nvptx-none --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 --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++ --enable-libmpx --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-multiarch --enable-multilib --enable-nls --enable-objc-gc=auto --enable-offload-targets=nvptx-none --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 --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++ --enable-libmpx --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-multiarch --enable-multilib --enable-nls --enable-objc-gc=auto --enable-offload-targets=nvptx-none --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 --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++ --enable-libmpx --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-multiarch --enable-multilib --enable-nls --enable-objc-gc=auto --enable-offload-targets=nvptx-none --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 --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++ --enable-libmpx --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-multiarch --enable-multilib --enable-nls --enable-objc-gc=auto --enable-offload-targets=nvptx-none --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 --with-tune=generic --without-cuda-driver -v- RX 580: --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++ --enable-libmpx --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-multiarch --enable-multilib --enable-nls --enable-objc-gc=auto --enable-offload-targets=nvptx-none --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 --with-tune=generic --without-cuda-driver -v- RX 590: --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++ --enable-libmpx --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-multiarch --enable-multilib --enable-nls --enable-objc-gc=auto --enable-offload-targets=nvptx-none --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 --with-tune=generic --without-cuda-driver -v- RX Vega 56: --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++ --enable-libmpx --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-multiarch --enable-multilib --enable-nls --enable-objc-gc=auto --enable-offload-targets=nvptx-none --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 --with-tune=generic --without-cuda-driver -v- RX Vega 64: --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++ --enable-libmpx --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-multiarch --enable-multilib --enable-nls --enable-objc-gc=auto --enable-offload-targets=nvptx-none --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 --with-tune=generic --without-cuda-driver -v- amdocl: --disable-libssp --disable-libstdcxx-pch --disable-libunwind-exceptions --disable-werror --enable-__cxa_atexit --enable-cet=auto --enable-checking=release --enable-clocale=gnu --enable-default-pie --enable-default-ssp --enable-gnu-indirect-function --enable-gnu-unique-object --enable-install-libiberty --enable-languages=c,c++,ada,fortran,go,lto,objc,obj-c++ --enable-libmpx --enable-lto --enable-multilib --enable-plugin --enable-shared --enable-threads=posix --mandir=/usr/share/man --with-isl --with-linker-hash-style=gnuProcessor Details- GTX 1060: Scaling Governor: intel_pstate performance- GTX 1070: Scaling Governor: intel_pstate performance- GTX 1070 Ti: Scaling Governor: intel_pstate performance- GTX 1080: Scaling Governor: intel_pstate performance- GTX 1080 Ti: Scaling Governor: intel_pstate performance- RTX 2060: Scaling Governor: intel_pstate performance- RTX 2070: Scaling Governor: intel_pstate performance- RTX 2080: Scaling Governor: intel_pstate performance- RTX 2080 Ti: Scaling Governor: intel_pstate performance- TITAN RTX: Scaling Governor: intel_pstate performance- RX 580: Scaling Governor: intel_pstate performance- RX 590: Scaling Governor: intel_pstate performance- RX Vega 56: Scaling Governor: intel_pstate performance- RX Vega 64: Scaling Governor: intel_pstate performance- amdocl: Scaling Governor: acpi-cpufreq schedutilOpenCL Details- 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 1080 Ti: GPU Compute Cores: 3584- RTX 2060: GPU Compute Cores: 1920- RTX 2070: GPU Compute Cores: 2304- RTX 2080: GPU Compute Cores: 2944- RTX 2080 Ti: GPU Compute Cores: 4352- TITAN RTX: GPU Compute Cores: 4608Python Details- GTX 1060: Python 2.7.15+ + Python 3.6.7- GTX 1070: Python 2.7.15+ + Python 3.6.7- GTX 1070 Ti: Python 2.7.15+ + Python 3.6.7- GTX 1080: Python 2.7.15+ + Python 3.6.7- GTX 1080 Ti: Python 2.7.15+ + Python 3.6.7- RTX 2060: Python 2.7.15+ + Python 3.6.7- RTX 2070: Python 2.7.15+ + Python 3.6.7- RTX 2080: Python 2.7.15+ + Python 3.6.7- RTX 2080 Ti: Python 2.7.15+ + Python 3.6.7- TITAN RTX: Python 2.7.15+ + Python 3.6.7- RX 580: Python 2.7.15+ + Python 3.6.7- RX 590: Python 2.7.15+ + Python 3.6.7- RX Vega 56: Python 2.7.15+ + Python 3.6.7- RX Vega 64: Python 2.7.15+ + Python 3.6.7- amdocl: Python 3.7.2Security Details- GTX 1060: __user pointer sanitization + Full generic retpoline IBPB: conditional IBRS_FW STIBP: conditional RSB filling + SSB disabled via prctl and seccomp- GTX 1070: __user pointer sanitization + Full generic retpoline IBPB: conditional IBRS_FW STIBP: conditional RSB filling + SSB disabled via prctl and seccomp- GTX 1070 Ti: __user pointer sanitization + Full generic retpoline IBPB: conditional IBRS_FW STIBP: conditional RSB filling + SSB disabled via prctl and seccomp- GTX 1080: __user pointer sanitization + Full generic retpoline IBPB: conditional IBRS_FW STIBP: conditional RSB filling + SSB disabled via prctl and seccomp- GTX 1080 Ti: __user pointer sanitization + Full generic retpoline IBPB: conditional IBRS_FW STIBP: conditional RSB filling + SSB disabled via prctl and seccomp- RTX 2060: __user pointer sanitization + Full generic retpoline IBPB: conditional IBRS_FW STIBP: conditional RSB filling + SSB disabled via prctl and seccomp- RTX 2070: __user pointer sanitization + Full generic retpoline IBPB: conditional IBRS_FW STIBP: conditional RSB filling + SSB disabled via prctl and seccomp- RTX 2080: __user pointer sanitization + Full generic retpoline IBPB: conditional IBRS_FW STIBP: conditional RSB filling + SSB disabled via prctl and seccomp- RTX 2080 Ti: __user pointer sanitization + Full generic retpoline IBPB: conditional IBRS_FW STIBP: conditional RSB filling + SSB disabled via prctl and seccomp- TITAN RTX: __user pointer sanitization + Full generic retpoline IBPB: conditional IBRS_FW STIBP: conditional RSB filling + SSB disabled via prctl and seccomp- RX 580: __user pointer sanitization + Full generic retpoline IBPB: conditional IBRS_FW STIBP: conditional RSB filling + SSB disabled via prctl and seccomp- RX 590: __user pointer sanitization + Full generic retpoline IBPB: conditional IBRS_FW STIBP: conditional RSB filling + SSB disabled via prctl and seccomp- RX Vega 56: __user pointer sanitization + Full generic retpoline IBPB: conditional IBRS_FW STIBP: conditional RSB filling + SSB disabled via prctl and seccomp- RX Vega 64: __user pointer sanitization + Full generic retpoline IBPB: conditional IBRS_FW STIBP: conditional RSB filling + SSB disabled via prctl and seccomp- amdocl: __user pointer sanitization + Full AMD retpoline IBPB: conditional STIBP: disabled RSB filling + SSB disabled via prctl and seccompKernel Details- amdocl: amdgpu.ppfeaturemask=0xffffffff amdgpu.gpu_recovery=1Graphics Details- amdocl: GLAMOR

GTX 1060GTX 1070GTX 1070 TiGTX 1080GTX 1080 TiRTX 2060RTX 2070RTX 2080RTX 2080 TiTITAN RTXRX 580RX 590RX Vega 56RX Vega 64amdoclResult OverviewPhoronix Test Suite 10.8.4100%203%306%409%LeelaChessZeroLuxMarkcl-memPlaidMLSHOC Scalable HeterOgeneous ComputingclpeakJuliaGPU

NVIDIA vs. Radeon OpenCL Linux GPU Computelczero: OpenCLplaidml: Yes - Inference - Mobilenet - OpenCLplaidml: Yes - Inference - Inception V3 - OpenCLplaidml: Yes - Inference - ResNet 50 - OpenCLplaidml: Yes - Inference - VGG16 - OpenCLplaidml: No - Training - Mobilenet - OpenCLplaidml: No - Training - IMDB LSTM - OpenCLplaidml: No - Inference - Mobilenet - OpenCLplaidml: No - Inference - Inception V3 - OpenCLplaidml: No - Inference - ResNet 50 - OpenCLplaidml: No - Inference - IMDB LSTM - OpenCLplaidml: No - Inference - VGG16 - OpenCLdarktable: Boat - OpenCLdarktable: Masskrug - OpenCLdarktable: Server Room - OpenCLdarktable: Server Rack - OpenCLluxmark: GPU - Luxball HDRcl-mem: Readcl-mem: Writecl-mem: Copyclpeak: Global Memory Bandwidthclpeak: Single-Precision Floatclpeak: Double-Precision Doubleclpeak: Integer Compute INTclpeak: Transfer Bandwidth enqueueWriteBufferclpeak: Transfer Bandwidth enqueueReadBufferclpeak: Kernel Latencyshoc: OpenCL - Texture Read Bandwidthshoc: OpenCL - FFT SPshoc: OpenCL - MD5 Hashshoc: OpenCL - Triadjuliagpu: GPUdarktable: Boat - OpenCLdarktable: Masskrug - OpenCLdarktable: Server Room - OpenCLdarktable: Server Rack - OpenCLGTX 1060GTX 1070GTX 1070 TiGTX 1080GTX 1080 TiRTX 2060RTX 2070RTX 2080RTX 2080 TiTITAN RTXRX 580RX 590RX Vega 56RX Vega 64amdocl89955288.8518394.6286.9413459286.1119418094.083.664.171.310.13122561531391381454239151125212.5411.153.784112977.2811.9318378262614306641172371261071567641162572281292.893.921.100.12172872051921871965878224168112.6011.333.6444745310.4712.1921817206214786451202371281031537551182622241312.934.011.160.13167762051901871976776242206812.5511.153.9243350111.6312.1922154801617506861322641391031678011332922591432.723.971.100.13138032292162092227934297239812.5911.343.7752757514.1912.3023913132423337741673341941251878831673393301892.263.871.030.122168233733631732910853415326312.5711.293.9959697219.6812.5126516287514847791342821481131888631333093471502.223.820.820.11213562962452472766630231670512.6011.293.65102480315.8712.43251611989172983015733317913219810081563763821891.933.680.750.10295323923133303657968266778012.4811.253.64107798818.4212.57265682046225989316835419213321610451724004572031.923.780.810.112914639232332736810270343995212.5211.133.651121108323.7412.57278829238310797121145825015624612912255376052731.643.690.750.1042787544439454505153525191490612.5911.293.831173144535.1312.68300922241327597721547426416024413362295566102891.643.690.740.1046022565489483525163865401484812.5811.163.851158155336.2812.6830366544764056376.5912860.9842.0413041469.0513319365.1813.545.304.180.17152711621791842066202392125244.9715.844.972115478.059.1028307885168359982.7113764.0445.6114445375.4114221868.6913.965.454.280.17172211781851932177069436141644.1915.924.692415709.169.36302623440758575109.03195106.6671.23178720106.65228263120.4413.475.284.180.173107915130520431710357698199744.9716.637.0135592712.707.55346484064856587120.03213119.9974.31184835119.06270279137.6213.725.324.210.173256515935622236212469833247944.3116.226.9642592216.397.543661594381189498116.49215108.3675.09159781138.74262270120.112814034032530931810591689196137.9715.7933.7936989512.9512.443127925652.724.810.750.09OpenBenchmarking.org

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 0.20.1Backend: OpenCLGTX 1060GTX 1070GTX 1070 TiGTX 1080GTX 1080 TiRTX 2060RTX 2070RTX 2080RTX 2080 TiTITAN RTXRX 580RX 590RX Vega 56RX Vega 64amdocl7001400210028003500SE +/- 6.27, N = 3SE +/- 9.63, N = 3SE +/- 13.26, N = 3SE +/- 32.06, N = 3SE +/- 25.14, N = 3SE +/- 13.06, N = 3SE +/- 20.57, N = 3SE +/- 22.18, N = 3SE +/- 20.98, N = 3SE +/- 28.14, N = 3SE +/- 2.68, N = 3SE +/- 2.57, N = 3SE +/- 2.66, N = 3SE +/- 5.51, N = 3SE +/- 16.88, N = 589914301478175023331484172922593107327564068375885611891. (CXX) g++ options: -lpthread
OpenBenchmarking.orgNodes Per Second, More Is BetterLeelaChessZero 0.20.1Backend: OpenCLGTX 1060GTX 1070GTX 1070 TiGTX 1080GTX 1080 TiRTX 2060RTX 2070RTX 2080RTX 2080 TiTITAN RTXRX 580RX 590RX Vega 56RX Vega 64amdocl6001200180024003000Min: 888.27 / Avg: 898.96 / Max: 909.99Min: 1412.22 / Avg: 1430.05 / Max: 1445.29Min: 1451.36 / Avg: 1477.54 / Max: 1494.31Min: 1686.07 / Avg: 1749.9 / Max: 1787.12Min: 2285.91 / Avg: 2332.72 / Max: 2372.04Min: 1463.59 / Avg: 1484.44 / Max: 1508.5Min: 1689.75 / Avg: 1729.48 / Max: 1758.6Min: 2235.88 / Avg: 2258.99 / Max: 2303.34Min: 3066.49 / Avg: 3106.95 / Max: 3136.83Min: 3232.74 / Avg: 3275.46 / Max: 3328.55Min: 634.98 / Avg: 640.09 / Max: 644.05Min: 677.93 / Avg: 682.7 / Max: 686.74Min: 755.31 / Avg: 758.02 / Max: 763.35Min: 845.6 / Avg: 855.82 / Max: 864.48Min: 1142.21 / Avg: 1189.3 / Max: 1247.11. (CXX) g++ options: -lpthread

OpenBenchmarking.orgNodes Per Second Per Watt, More Is BetterLeelaChessZero 0.20.1Backend: OpenCLGTX 1060GTX 1070GTX 1070 TiGTX 1080GTX 1080 TiRTX 2060RTX 2070RTX 2080RTX 2080 TiTITAN RTXRX 580RX 590RX Vega 56RX Vega 645101520255.977.779.4511.818.807.579.2710.1315.1022.113.743.624.382.73

OpenBenchmarking.orgCelsius, Fewer Is BetterLeelaChessZero 0.20.1GPU Temperature MonitorGTX 1060GTX 1070GTX 1070 TiGTX 1080GTX 1080 TiRTX 2060RTX 2070RTX 2080RTX 2080 TiTITAN RTXRX 580RX 590RX Vega 56RX Vega 641428425670Min: 38 / Avg: 51.69 / Max: 59Min: 35 / Avg: 46.2 / Max: 55Min: 46 / Avg: 50.13 / Max: 53Min: 32 / Avg: 40.8 / Max: 58Min: 41 / Avg: 51.43 / Max: 61Min: 39 / Avg: 50.33 / Max: 58Min: 33 / Avg: 44.86 / Max: 52Min: 57 / Avg: 66.29 / Max: 73Min: 50 / Avg: 55.6 / Max: 60Min: 34 / Avg: 36.91 / Max: 47Min: 27 / Avg: 45.13 / Max: 61Min: 37 / Avg: 50.65 / Max: 67Min: 28 / Avg: 41.93 / Max: 60Min: 46 / Avg: 64.5 / Max: 72

OpenBenchmarking.orgWatts, Fewer Is BetterLeelaChessZero 0.20.1System Power Consumption MonitorGTX 1060GTX 1070GTX 1070 TiGTX 1080GTX 1080 TiRTX 2060RTX 2070RTX 2080RTX 2080 TiTITAN RTXRX 580RX 590RX Vega 56RX Vega 6460120180240300Min: 41.9 / Avg: 150.59 / Max: 180Min: 42.6 / Avg: 184.04 / Max: 213.3Min: 80 / Avg: 156.39 / Max: 189.7Min: 40.2 / Avg: 148.14 / Max: 249.5Min: 96.9 / Avg: 265.17 / Max: 323.1Min: 69.4 / Avg: 196.01 / Max: 230Min: 75.1 / Avg: 186.61 / Max: 251.7Min: 88.3 / Avg: 222.99 / Max: 288.3Min: 48.2 / Avg: 205.76 / Max: 349.4Min: 97.7 / Avg: 148.16 / Max: 357.7Min: 69.3 / Avg: 171.21 / Max: 229.5Min: 75.2 / Avg: 188.72 / Max: 253.3Min: 47.2 / Avg: 173.2 / Max: 262.2Min: 50.2 / Avg: 313.27 / Max: 342.7

PlaidML

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

OpenBenchmarking.orgExamples Per Second, More Is BetterPlaidMLFP16: Yes - Mode: Inference - Network: Mobilenet - Device: OpenCLGTX 1060GTX 1070GTX 1070 TiGTX 1080GTX 1080 TiRTX 2060RTX 2070RTX 2080RTX 2080 TiTITAN RTXRX 580RX 590RX Vega 56RX Vega 64amdocl2004006008001000SE +/- 0.87, N = 3SE +/- 4.06, N = 3SE +/- 3.15, N = 3SE +/- 5.02, N = 3SE +/- 3.70, N = 3SE +/- 1.27, N = 3SE +/- 1.07, N = 3SE +/- 1.63, N = 3SE +/- 2.70, N = 3SE +/- 3.45, N = 3SE +/- 1.03, N = 3SE +/- 1.00, N = 3SE +/- 6.73, N = 3SE +/- 9.53, N = 3SE +/- 5.20, N = 3552664645686774779830893971977563599575587498
OpenBenchmarking.orgExamples Per Second, More Is BetterPlaidMLFP16: Yes - Mode: Inference - Network: Mobilenet - Device: OpenCLGTX 1060GTX 1070GTX 1070 TiGTX 1080GTX 1080 TiRTX 2060RTX 2070RTX 2080RTX 2080 TiTITAN RTXRX 580RX 590RX Vega 56RX Vega 64amdocl2004006008001000Min: 550.45 / Avg: 552.08 / Max: 553.4Min: 656.32 / Avg: 664.31 / Max: 669.55Min: 641.13 / Avg: 645.34 / Max: 651.5Min: 675.83 / Avg: 685.87 / Max: 691.24Min: 767.34 / Avg: 774.41 / Max: 779.85Min: 777.01 / Avg: 779.22 / Max: 781.41Min: 828.43 / Avg: 830.48 / Max: 832.07Min: 890.4 / Avg: 893.16 / Max: 896.06Min: 965.79 / Avg: 971.16 / Max: 974.38Min: 971.07 / Avg: 976.99 / Max: 983.03Min: 561.61 / Avg: 562.65 / Max: 564.71Min: 598.2 / Avg: 599.41 / Max: 601.39Min: 563.27 / Avg: 575.45 / Max: 586.52Min: 571.05 / Avg: 587.14 / Max: 604.02Min: 491.42 / Avg: 497.76 / Max: 508.06

OpenBenchmarking.orgExamples Per Second Per Watt, More Is BetterPlaidMLFP16: Yes - Mode: Inference - Network: Mobilenet - Device: OpenCLGTX 1060GTX 1070GTX 1070 TiGTX 1080GTX 1080 TiRTX 2060RTX 2070RTX 2080RTX 2080 TiTITAN RTXRX 580RX 590RX Vega 56RX Vega 6436912155.127.226.577.345.196.418.876.8210.288.825.144.746.238.48

OpenBenchmarking.orgCelsius, Fewer Is BetterPlaidMLGPU Temperature MonitorGTX 1060GTX 1070GTX 1070 TiGTX 1080GTX 1080 TiRTX 2060RTX 2070RTX 2080RTX 2080 TiTITAN RTXRX 580RX 590RX Vega 56RX Vega 641224364860Min: 49 / Avg: 50 / Max: 51Min: 47 / Avg: 49.5 / Max: 51Min: 46 / Avg: 47 / Max: 48Min: 47 / Avg: 49.75 / Max: 51Min: 56 / Avg: 56.67 / Max: 57Min: 46 / Avg: 47.75 / Max: 50Min: 45 / Avg: 46.75 / Max: 48Min: 61 / Avg: 61.67 / Max: 62Min: 52 / Avg: 52.5 / Max: 53Min: 41 / Avg: 41.5 / Max: 42Min: 38 / Avg: 42 / Max: 47Min: 45 / Avg: 48.88 / Max: 53Min: 40 / Avg: 42.75 / Max: 46Min: 49 / Avg: 50.83 / Max: 54

OpenBenchmarking.orgWatts, Fewer Is BetterPlaidMLSystem Power Consumption MonitorGTX 1060GTX 1070GTX 1070 TiGTX 1080GTX 1080 TiRTX 2060RTX 2070RTX 2080RTX 2080 TiTITAN RTXRX 580RX 590RX Vega 56RX Vega 644080120160200Min: 42.1 / Avg: 107.84 / Max: 141.6Min: 42.8 / Avg: 91.98 / Max: 117.4Min: 48.7 / Avg: 98.18 / Max: 132.6Min: 43.7 / Avg: 93.48 / Max: 127.3Min: 91.6 / Avg: 149.17 / Max: 203.2Min: 45.5 / Avg: 121.65 / Max: 166.1Min: 46 / Avg: 93.68 / Max: 129.3Min: 56.3 / Avg: 130.87 / Max: 184.7Min: 48.4 / Avg: 94.48 / Max: 113.3Min: 52.9 / Avg: 110.8 / Max: 140.2Min: 75.6 / Avg: 109.4 / Max: 179Min: 82.3 / Avg: 126.56 / Max: 194.9Min: 49.6 / Avg: 92.35 / Max: 157.7Min: 54 / Avg: 69.27 / Max: 82.4

OpenBenchmarking.orgExamples Per Second, More Is BetterPlaidMLFP16: Yes - Mode: Inference - Network: Inception V3 - Device: OpenCLGTX 1060GTX 1070GTX 1070 TiGTX 1080GTX 1080 TiRTX 2060RTX 2070RTX 2080RTX 2080 TiTITAN RTXRX 580RX 590RX Vega 56RX Vega 64amdocl50100150200250SE +/- 0.05, N = 3SE +/- 0.07, N = 3SE +/- 0.30, N = 3SE +/- 0.07, N = 3SE +/- 0.58, N = 3SE +/- 0.44, N = 3SE +/- 0.18, N = 3SE +/- 0.40, N = 3SE +/- 0.48, N = 3SE +/- 1.30, N = 3SE +/- 0.04, N = 3SE +/- 0.11, N = 3SE +/- 0.06, N = 3SE +/- 0.02, N = 3SE +/- 0.34, N = 388.85117.00120.00132.00167.00134.00157.00168.00211.00215.0076.5982.71109.03120.03116.49
OpenBenchmarking.orgExamples Per Second, More Is BetterPlaidMLFP16: Yes - Mode: Inference - Network: Inception V3 - Device: OpenCLGTX 1060GTX 1070GTX 1070 TiGTX 1080GTX 1080 TiRTX 2060RTX 2070RTX 2080RTX 2080 TiTITAN RTXRX 580RX 590RX Vega 56RX Vega 64amdocl4080120160200Min: 88.76 / Avg: 88.85 / Max: 88.92Min: 117.31 / Avg: 117.42 / Max: 117.56Min: 119.2 / Avg: 119.54 / Max: 120.14Min: 131.77 / Avg: 131.91 / Max: 132Min: 165.9 / Avg: 166.71 / Max: 167.85Min: 133.38 / Avg: 133.96 / Max: 134.81Min: 157.1 / Avg: 157.33 / Max: 157.7Min: 167.9 / Avg: 168.35 / Max: 169.14Min: 210.59 / Avg: 211.32 / Max: 212.24Min: 213.66 / Avg: 215.41 / Max: 217.95Min: 76.52 / Avg: 76.59 / Max: 76.63Min: 82.56 / Avg: 82.71 / Max: 82.93Min: 108.92 / Avg: 109.03 / Max: 109.12Min: 119.99 / Avg: 120.03 / Max: 120.05Min: 115.84 / Avg: 116.49 / Max: 116.95

OpenBenchmarking.orgExamples Per Second Per Watt, More Is BetterPlaidMLFP16: Yes - Mode: Inference - Network: Inception V3 - Device: OpenCLGTX 1060GTX 1070GTX 1070 TiGTX 1080GTX 1080 TiRTX 2060RTX 2070RTX 2080RTX 2080 TiTITAN RTXRX 580RX 590RX Vega 56RX Vega 640.2880.5760.8641.1521.440.670.760.900.780.820.921.071.081.121.280.520.510.740.66

OpenBenchmarking.orgCelsius, Fewer Is BetterPlaidMLGPU Temperature MonitorGTX 1060GTX 1070GTX 1070 TiGTX 1080GTX 1080 TiRTX 2060RTX 2070RTX 2080RTX 2080 TiTITAN RTXRX 580RX 590RX Vega 56RX Vega 641428425670Min: 45 / Avg: 52 / Max: 57Min: 48 / Avg: 54.81 / Max: 60Min: 43 / Avg: 45.94 / Max: 49Min: 51 / Avg: 57.64 / Max: 63Min: 55 / Avg: 59.71 / Max: 66Min: 43 / Avg: 49.73 / Max: 56Min: 42 / Avg: 48.08 / Max: 55Min: 56 / Avg: 61.08 / Max: 66Min: 49 / Avg: 52.45 / Max: 57Min: 39 / Avg: 44.46 / Max: 52Min: 33 / Avg: 42.3 / Max: 50Min: 40 / Avg: 50.41 / Max: 60Min: 39 / Avg: 50.92 / Max: 65Min: 47 / Avg: 59.05 / Max: 70

OpenBenchmarking.orgWatts, Fewer Is BetterPlaidMLSystem Power Consumption MonitorGTX 1060GTX 1070GTX 1070 TiGTX 1080GTX 1080 TiRTX 2060RTX 2070RTX 2080RTX 2080 TiTITAN RTXRX 580RX 590RX Vega 56RX Vega 6450100150200250Min: 87.5 / Avg: 132.19 / Max: 156.7Min: 81.8 / Avg: 153.87 / Max: 183Min: 56.1 / Avg: 132.15 / Max: 155Min: 89.5 / Avg: 168.75 / Max: 202.8Min: 120.7 / Avg: 202.56 / Max: 256.6Min: 45 / Avg: 144.95 / Max: 190.7Min: 45.8 / Avg: 146.81 / Max: 206.6Min: 47.5 / Avg: 155.97 / Max: 224.6Min: 48.4 / Avg: 188.73 / Max: 275.6Min: 51.5 / Avg: 168.92 / Max: 275.4Min: 73.1 / Avg: 146.45 / Max: 195.4Min: 91.8 / Avg: 163.54 / Max: 221.5Min: 58.9 / Avg: 147.82 / Max: 249.5Min: 50.6 / Avg: 181.52 / Max: 296

OpenBenchmarking.orgExamples Per Second, More Is BetterPlaidMLFP16: Yes - Mode: Inference - Network: ResNet 50 - Device: OpenCLGTX 1060GTX 1070GTX 1070 TiGTX 1080GTX 1080 TiRTX 2060RTX 2070RTX 2080RTX 2080 TiTITAN RTXRX 580RX 590RX Vega 56RX Vega 64amdocl100200300400500SE +/- 0.17, N = 3SE +/- 0.38, N = 3SE +/- 0.16, N = 3SE +/- 0.24, N = 3SE +/- 0.34, N = 3SE +/- 0.26, N = 3SE +/- 0.76, N = 3SE +/- 0.40, N = 3SE +/- 1.03, N = 3SE +/- 1.16, N = 3SE +/- 0.01, N = 3SE +/- 0.04, N = 3SE +/- 0.07, N = 3SE +/- 0.13, N = 3SE +/- 2.54, N = 3183237237264334282333354458474128137195213215
OpenBenchmarking.orgExamples Per Second, More Is BetterPlaidMLFP16: Yes - Mode: Inference - Network: ResNet 50 - Device: OpenCLGTX 1060GTX 1070GTX 1070 TiGTX 1080GTX 1080 TiRTX 2060RTX 2070RTX 2080RTX 2080 TiTITAN RTXRX 580RX 590RX Vega 56RX Vega 64amdocl80160240320400Min: 182.32 / Avg: 182.6 / Max: 182.92Min: 236.94 / Avg: 237.38 / Max: 238.13Min: 237.19 / Avg: 237.39 / Max: 237.7Min: 263.46 / Avg: 263.87 / Max: 264.3Min: 333.56 / Avg: 334.13 / Max: 334.72Min: 281.23 / Avg: 281.69 / Max: 282.14Min: 331.75 / Avg: 333.11 / Max: 334.37Min: 353.61 / Avg: 354.02 / Max: 354.83Min: 456.67 / Avg: 458.12 / Max: 460.12Min: 472.54 / Avg: 474.44 / Max: 476.54Min: 128.33 / Avg: 128.35 / Max: 128.36Min: 136.47 / Avg: 136.55 / Max: 136.59Min: 194.42 / Avg: 194.54 / Max: 194.68Min: 213.31 / Avg: 213.45 / Max: 213.71Min: 212.43 / Avg: 215.12 / Max: 220.19

OpenBenchmarking.orgExamples Per Second Per Watt, More Is BetterPlaidMLFP16: Yes - Mode: Inference - Network: ResNet 50 - Device: OpenCLGTX 1060GTX 1070GTX 1070 TiGTX 1080GTX 1080 TiRTX 2060RTX 2070RTX 2080RTX 2080 TiTITAN RTXRX 580RX 590RX Vega 56RX Vega 640.66381.32761.99142.65523.3191.491.762.081.621.781.962.512.392.952.920.910.891.381.24

OpenBenchmarking.orgCelsius, Fewer Is BetterPlaidMLGPU Temperature MonitorGTX 1060GTX 1070GTX 1070 TiGTX 1080GTX 1080 TiRTX 2060RTX 2070RTX 2080RTX 2080 TiTITAN RTXRX 580RX 590RX Vega 56RX Vega 641326395265Min: 47 / Avg: 50.92 / Max: 55Min: 54 / Avg: 57.18 / Max: 61Min: 43 / Avg: 45.8 / Max: 48Min: 58 / Avg: 60 / Max: 63Min: 59 / Avg: 61.1 / Max: 64Min: 46 / Avg: 50.9 / Max: 56Min: 46 / Avg: 48.78 / Max: 53Min: 58 / Avg: 61.6 / Max: 65Min: 49 / Avg: 51.2 / Max: 55Min: 44 / Avg: 46.33 / Max: 52Min: 35 / Avg: 41.89 / Max: 48Min: 44 / Avg: 51.33 / Max: 58Min: 52 / Avg: 59.73 / Max: 67Min: 52 / Avg: 59.71 / Max: 67

OpenBenchmarking.orgWatts, Fewer Is BetterPlaidMLSystem Power Consumption MonitorGTX 1060GTX 1070GTX 1070 TiGTX 1080GTX 1080 TiRTX 2060RTX 2070RTX 2080RTX 2080 TiTITAN RTXRX 580RX 590RX Vega 56RX Vega 6460120180240300Min: 60.4 / Avg: 122.52 / Max: 164.5Min: 83.8 / Avg: 134.85 / Max: 189.4Min: 48.5 / Avg: 113.89 / Max: 160.8Min: 91.6 / Avg: 162.7 / Max: 211.1Min: 122.3 / Avg: 187.68 / Max: 270.3Min: 86.5 / Avg: 143.68 / Max: 202.9Min: 78.4 / Avg: 132.98 / Max: 222.4Min: 47.4 / Avg: 148.19 / Max: 240.2Min: 48.4 / Avg: 155.12 / Max: 292.5Min: 52.6 / Avg: 162.76 / Max: 301.7Min: 73.6 / Avg: 141.5 / Max: 187.8Min: 81.1 / Avg: 153.59 / Max: 208.6Min: 50.5 / Avg: 141.19 / Max: 254.3Min: 82.4 / Avg: 172.03 / Max: 313.6

OpenBenchmarking.orgExamples Per Second, More Is BetterPlaidMLFP16: Yes - Mode: Inference - Network: VGG16 - Device: OpenCLGTX 1060GTX 1070GTX 1070 TiGTX 1080GTX 1080 TiRTX 2060RTX 2070RTX 2080RTX 2080 TiTITAN RTXRX 580RX 590RX Vega 56RX Vega 64amdocl60120180240300SE +/- 0.03, N = 3SE +/- 0.12, N = 3SE +/- 0.06, N = 3SE +/- 0.09, N = 3SE +/- 0.32, N = 3SE +/- 0.15, N = 3SE +/- 0.26, N = 3SE +/- 0.32, N = 3SE +/- 0.20, N = 3SE +/- 0.43, N = 3SE +/- 0.02, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.55, N = 394.62126.00128.00139.00194.00148.00179.00192.00250.00264.0060.9864.04106.66119.99108.36
OpenBenchmarking.orgExamples Per Second, More Is BetterPlaidMLFP16: Yes - Mode: Inference - Network: VGG16 - Device: OpenCLGTX 1060GTX 1070GTX 1070 TiGTX 1080GTX 1080 TiRTX 2060RTX 2070RTX 2080RTX 2080 TiTITAN RTXRX 580RX 590RX Vega 56RX Vega 64amdocl50100150200250Min: 94.58 / Avg: 94.62 / Max: 94.68Min: 126.33 / Avg: 126.49 / Max: 126.72Min: 128.34 / Avg: 128.4 / Max: 128.51Min: 138.95 / Avg: 139.09 / Max: 139.25Min: 194.05 / Avg: 194.4 / Max: 195.04Min: 147.98 / Avg: 148.21 / Max: 148.51Min: 178.77 / Avg: 179.11 / Max: 179.62Min: 191.55 / Avg: 192.06 / Max: 192.65Min: 249.48 / Avg: 249.7 / Max: 250.09Min: 263.47 / Avg: 264.04 / Max: 264.9Min: 60.95 / Avg: 60.98 / Max: 61.01Min: 64.02 / Avg: 64.04 / Max: 64.06Min: 106.66 / Avg: 106.66 / Max: 106.66Min: 119.99 / Avg: 119.99 / Max: 119.99Min: 107.26 / Avg: 108.36 / Max: 108.96

OpenBenchmarking.orgExamples Per Second Per Watt, More Is BetterPlaidMLFP16: Yes - Mode: Inference - Network: VGG16 - Device: OpenCLGTX 1060GTX 1070GTX 1070 TiGTX 1080GTX 1080 TiRTX 2060RTX 2070RTX 2080RTX 2080 TiTITAN RTXRX 580RX 590RX Vega 56RX Vega 640.33750.6751.01251.351.68750.720.921.020.801.081.081.271.211.381.500.410.390.700.55

OpenBenchmarking.orgCelsius, Fewer Is BetterPlaidMLGPU Temperature MonitorGTX 1060GTX 1070GTX 1070 TiGTX 1080GTX 1080 TiRTX 2060RTX 2070RTX 2080RTX 2080 TiTITAN RTXRX 580RX 590RX Vega 56RX Vega 641428425670Min: 43 / Avg: 51.9 / Max: 59Min: 49 / Avg: 56.06 / Max: 63Min: 41 / Avg: 45.18 / Max: 50Min: 52 / Avg: 58.85 / Max: 65Min: 53 / Avg: 60.07 / Max: 67Min: 43 / Avg: 50.75 / Max: 59Min: 42 / Avg: 48.87 / Max: 56Min: 53 / Avg: 59.79 / Max: 68Min: 46 / Avg: 51 / Max: 57Min: 42 / Avg: 47.33 / Max: 54Min: 31 / Avg: 42.94 / Max: 51Min: 42 / Avg: 53.46 / Max: 61Min: 52 / Avg: 59.68 / Max: 69Min: 55 / Avg: 63.35 / Max: 70

OpenBenchmarking.orgWatts, Fewer Is BetterPlaidMLSystem Power Consumption MonitorGTX 1060GTX 1070GTX 1070 TiGTX 1080GTX 1080 TiRTX 2060RTX 2070RTX 2080RTX 2080 TiTITAN RTXRX 580RX 590RX Vega 56RX Vega 6460120180240300Min: 58.2 / Avg: 131.14 / Max: 167.2Min: 43.1 / Avg: 136.92 / Max: 191.2Min: 48.4 / Avg: 125.32 / Max: 169.8Min: 70.3 / Avg: 172.91 / Max: 216.6Min: 65.2 / Avg: 179.46 / Max: 287.9Min: 62.3 / Avg: 137.76 / Max: 208Min: 47.2 / Avg: 141.31 / Max: 234Min: 49.8 / Avg: 158.89 / Max: 252.8Min: 47.7 / Avg: 180.78 / Max: 312Min: 58.3 / Avg: 176.01 / Max: 322.5Min: 73.2 / Avg: 147.27 / Max: 187.1Min: 79.7 / Avg: 162.83 / Max: 210.1Min: 50.2 / Avg: 151.48 / Max: 258.1Min: 53.4 / Avg: 217.55 / Max: 319.8

OpenBenchmarking.orgExamples Per Second, More Is BetterPlaidMLFP16: No - Mode: Training - Network: Mobilenet - Device: OpenCLGTX 1060GTX 1070GTX 1070 TiGTX 1080GTX 1080 TiRTX 2060RTX 2070RTX 2080RTX 2080 TiTITAN RTXRX 580RX 590RX Vega 56RX Vega 64amdocl4080120160200SE +/- 0.03, N = 3SE +/- 0.15, N = 3SE +/- 0.03, N = 3SE +/- 0.07, N = 3SE +/- 0.18, N = 3SE +/- 0.11, N = 3SE +/- 0.18, N = 3SE +/- 0.21, N = 3SE +/- 0.10, N = 3SE +/- 0.19, N = 3SE +/- 0.04, N = 3SE +/- 0.02, N = 3SE +/- 0.03, N = 3SE +/- 0.17, N = 3SE +/- 0.10, N = 386.94107.00103.00103.00125.00113.00132.00133.00156.00160.0042.0445.6171.2374.3175.09
OpenBenchmarking.orgExamples Per Second, More Is BetterPlaidMLFP16: No - Mode: Training - Network: Mobilenet - Device: OpenCLGTX 1060GTX 1070GTX 1070 TiGTX 1080GTX 1080 TiRTX 2060RTX 2070RTX 2080RTX 2080 TiTITAN RTXRX 580RX 590RX Vega 56RX Vega 64amdocl306090120150Min: 86.89 / Avg: 86.94 / Max: 86.97Min: 107.12 / Avg: 107.4 / Max: 107.66Min: 102.73 / Avg: 102.78 / Max: 102.84Min: 102.56 / Avg: 102.63 / Max: 102.77Min: 125.21 / Avg: 125.45 / Max: 125.8Min: 112.47 / Avg: 112.61 / Max: 112.83Min: 131.66 / Avg: 131.97 / Max: 132.29Min: 132.99 / Avg: 133.25 / Max: 133.68Min: 155.76 / Avg: 155.89 / Max: 156.08Min: 159.74 / Avg: 160.07 / Max: 160.41Min: 41.98 / Avg: 42.04 / Max: 42.12Min: 45.59 / Avg: 45.61 / Max: 45.65Min: 71.17 / Avg: 71.23 / Max: 71.25Min: 74.08 / Avg: 74.31 / Max: 74.64Min: 74.89 / Avg: 75.09 / Max: 75.22

OpenBenchmarking.orgExamples Per Second Per Watt, More Is BetterPlaidMLFP16: No - Mode: Training - Network: Mobilenet - Device: OpenCLGTX 1060GTX 1070GTX 1070 TiGTX 1080GTX 1080 TiRTX 2060RTX 2070RTX 2080RTX 2080 TiTITAN RTXRX 580RX 590RX Vega 56RX Vega 640.25430.50860.76291.01721.27150.870.851.030.671.031.021.091.011.130.980.350.340.570.48

OpenBenchmarking.orgCelsius, Fewer Is BetterPlaidMLGPU Temperature MonitorGTX 1060GTX 1070GTX 1070 TiGTX 1080GTX 1080 TiRTX 2060RTX 2070RTX 2080RTX 2080 TiTITAN RTXRX 580RX 590RX Vega 56RX Vega 641326395265Min: 41 / Avg: 47.52 / Max: 54Min: 51 / Avg: 56.59 / Max: 60Min: 38 / Avg: 42.62 / Max: 46Min: 60 / Avg: 61.64 / Max: 63Min: 44 / Avg: 53.18 / Max: 61Min: 43 / Avg: 48.84 / Max: 55Min: 42 / Avg: 47.65 / Max: 53Min: 52 / Avg: 58.56 / Max: 66Min: 44 / Avg: 48.59 / Max: 53Min: 43 / Avg: 48.07 / Max: 53Min: 30 / Avg: 37.96 / Max: 46Min: 42 / Avg: 49 / Max: 56Min: 40 / Avg: 49.89 / Max: 64Min: 45 / Avg: 55.21 / Max: 65

OpenBenchmarking.orgWatts, Fewer Is BetterPlaidMLSystem Power Consumption MonitorGTX 1060GTX 1070GTX 1070 TiGTX 1080GTX 1080 TiRTX 2060RTX 2070RTX 2080RTX 2080 TiTITAN RTXRX 580RX 590RX Vega 56RX Vega 644080120160200Min: 43.2 / Avg: 99.8 / Max: 140.7Min: 48.4 / Avg: 126.46 / Max: 165Min: 48.1 / Avg: 99.69 / Max: 140.6Min: 91.7 / Avg: 152.84 / Max: 169.4Min: 47.2 / Avg: 121.72 / Max: 213.3Min: 47.3 / Avg: 110.84 / Max: 168.5Min: 49.9 / Avg: 120.6 / Max: 185.8Min: 48 / Avg: 132.2 / Max: 198.2Min: 48.4 / Avg: 137.54 / Max: 235.7Min: 56 / Avg: 163.54 / Max: 245.3Min: 73.6 / Avg: 119.65 / Max: 155.1Min: 78.7 / Avg: 135.11 / Max: 174.8Min: 49.7 / Avg: 124.48 / Max: 221.8Min: 75.8 / Avg: 156.29 / Max: 240.3

OpenBenchmarking.orgExamples Per Second, More Is BetterPlaidMLFP16: No - Mode: Training - Network: IMDB LSTM - Device: OpenCLGTX 1060GTX 1070GTX 1070 TiGTX 1080GTX 1080 TiRTX 2060RTX 2070RTX 2080RTX 2080 TiTITAN RTXRX 580RX 590RX Vega 56RX Vega 64amdocl50100150200250SE +/- 0.17, N = 3SE +/- 0.50, N = 3SE +/- 0.03, N = 3SE +/- 0.60, N = 3SE +/- 0.49, N = 3SE +/- 0.38, N = 3SE +/- 0.82, N = 3SE +/- 0.27, N = 3SE +/- 0.72, N = 3SE +/- 0.96, N = 3SE +/- 0.25, N = 3SE +/- 0.19, N = 3SE +/- 0.24, N = 3SE +/- 0.19, N = 3SE +/- 0.57, N = 3134156153167187188198216246244130144178184159
OpenBenchmarking.orgExamples Per Second, More Is BetterPlaidMLFP16: No - Mode: Training - Network: IMDB LSTM - Device: OpenCLGTX 1060GTX 1070GTX 1070 TiGTX 1080GTX 1080 TiRTX 2060RTX 2070RTX 2080RTX 2080 TiTITAN RTXRX 580RX 590RX Vega 56RX Vega 64amdocl4080120160200Min: 133.51 / Avg: 133.81 / Max: 134.09Min: 155.61 / Avg: 156.25 / Max: 157.23Min: 153.07 / Avg: 153.11 / Max: 153.17Min: 165.62 / Avg: 166.82 / Max: 167.47Min: 186.6 / Avg: 187.44 / Max: 188.3Min: 187.38 / Avg: 188.13 / Max: 188.58Min: 196.74 / Avg: 198.38 / Max: 199.3Min: 215.25 / Avg: 215.62 / Max: 216.16Min: 244.31 / Avg: 245.51 / Max: 246.8Min: 242.37 / Avg: 243.94 / Max: 245.69Min: 129.41 / Avg: 129.71 / Max: 130.21Min: 144.06 / Avg: 144.32 / Max: 144.7Min: 177.17 / Avg: 177.59 / Max: 178.01Min: 183.3 / Avg: 183.67 / Max: 183.93Min: 157.76 / Avg: 158.73 / Max: 159.75

OpenBenchmarking.orgExamples Per Second Per Watt, More Is BetterPlaidMLFP16: No - Mode: Training - Network: IMDB LSTM - Device: OpenCLGTX 1060GTX 1070GTX 1070 TiGTX 1080GTX 1080 TiRTX 2060RTX 2070RTX 2080RTX 2080 TiTITAN RTXRX 580RX 590RX Vega 56RX Vega 640.36450.7291.09351.4581.82251.081.141.241.141.141.621.561.561.541.600.890.951.071.11

OpenBenchmarking.orgCelsius, Fewer Is BetterPlaidMLGPU Temperature MonitorGTX 1060GTX 1070GTX 1070 TiGTX 1080GTX 1080 TiRTX 2060RTX 2070RTX 2080RTX 2080 TiTITAN RTXRX 580RX 590RX Vega 56RX Vega 641326395265Min: 44 / Avg: 49.23 / Max: 54Min: 51 / Avg: 55.42 / Max: 59Min: 39 / Avg: 42.75 / Max: 45Min: 53 / Avg: 57.58 / Max: 61Min: 59 / Avg: 61.75 / Max: 63Min: 40 / Avg: 45 / Max: 50Min: 41 / Avg: 45.18 / Max: 49Min: 50 / Avg: 54.64 / Max: 59Min: 52 / Avg: 53.5 / Max: 56Min: 52 / Avg: 53.8 / Max: 56Min: 34 / Avg: 42.71 / Max: 48Min: 46 / Avg: 53.31 / Max: 59Min: 49 / Avg: 56.67 / Max: 63Min: 51 / Avg: 58.38 / Max: 64

OpenBenchmarking.orgWatts, Fewer Is BetterPlaidMLSystem Power Consumption MonitorGTX 1060GTX 1070GTX 1070 TiGTX 1080GTX 1080 TiRTX 2060RTX 2070RTX 2080RTX 2080 TiTITAN RTXRX 580RX 590RX Vega 56RX Vega 6450100150200250Min: 70.1 / Avg: 124.21 / Max: 145Min: 82.2 / Avg: 136.83 / Max: 164.9Min: 104.8 / Avg: 123.57 / Max: 135.6Min: 90.8 / Avg: 146.71 / Max: 176.8Min: 50.4 / Avg: 165.05 / Max: 214.8Min: 44.3 / Avg: 116.14 / Max: 162.7Min: 47.1 / Avg: 127.27 / Max: 169.5Min: 46.4 / Avg: 138.03 / Max: 185.4Min: 48.6 / Avg: 159.87 / Max: 223.7Min: 57.5 / Avg: 152.07 / Max: 231.9Min: 71.3 / Avg: 146.11 / Max: 185.3Min: 80.2 / Avg: 152.62 / Max: 212.4Min: 74.8 / Avg: 165.69 / Max: 271.3Min: 52.2 / Avg: 165.89 / Max: 305.6

OpenBenchmarking.orgExamples Per Second, More Is BetterPlaidMLFP16: No - Mode: Inference - Network: Mobilenet - Device: OpenCLGTX 1060GTX 1070GTX 1070 TiGTX 1080GTX 1080 TiRTX 2060RTX 2070RTX 2080RTX 2080 TiTITAN RTXRX 580RX 590RX Vega 56RX Vega 64amdocl30060090012001500SE +/- 3.04, N = 3SE +/- 1.02, N = 3SE +/- 0.31, N = 3SE +/- 0.61, N = 3SE +/- 4.51, N = 3SE +/- 1.86, N = 3SE +/- 1.43, N = 3SE +/- 0.31, N = 3SE +/- 1.39, N = 3SE +/- 3.01, N = 3SE +/- 0.26, N = 3SE +/- 0.24, N = 3SE +/- 9.70, N = 3SE +/- 7.40, N = 3SE +/- 2.78, N = 35927647558018838631008104512911336414453720835781
OpenBenchmarking.orgExamples Per Second, More Is BetterPlaidMLFP16: No - Mode: Inference - Network: Mobilenet - Device: OpenCLGTX 1060GTX 1070GTX 1070 TiGTX 1080GTX 1080 TiRTX 2060RTX 2070RTX 2080RTX 2080 TiTITAN RTXRX 580RX 590RX Vega 56RX Vega 64amdocl2004006008001000Min: 586.76 / Avg: 592.47 / Max: 597.15Min: 761.81 / Avg: 763.83 / Max: 765.1Min: 754.57 / Avg: 754.92 / Max: 755.54Min: 800.38 / Avg: 801.45 / Max: 802.5Min: 875.86 / Avg: 882.88 / Max: 891.29Min: 859.19 / Avg: 862.88 / Max: 865.16Min: 1005.23 / Avg: 1007.98 / Max: 1010.04Min: 1044.43 / Avg: 1045.03 / Max: 1045.41Min: 1288.49 / Avg: 1291.1 / Max: 1293.21Min: 1329.56 / Avg: 1335.56 / Max: 1338.83Min: 413.12 / Avg: 413.61 / Max: 414.01Min: 452.28 / Avg: 452.58 / Max: 453.07Min: 703.18 / Avg: 720.02 / Max: 736.78Min: 822.31 / Avg: 835.35 / Max: 847.95Min: 776.68 / Avg: 781.09 / Max: 786.22

OpenBenchmarking.orgExamples Per Second Per Watt, More Is BetterPlaidMLFP16: No - Mode: Inference - Network: Mobilenet - Device: OpenCLGTX 1060GTX 1070GTX 1070 TiGTX 1080GTX 1080 TiRTX 2060RTX 2070RTX 2080RTX 2080 TiTITAN RTXRX 580RX 590RX Vega 56RX Vega 6436912157.727.128.065.427.029.008.7010.678.456.673.623.295.827.47

OpenBenchmarking.orgCelsius, Fewer Is BetterPlaidMLGPU Temperature MonitorGTX 1060GTX 1070GTX 1070 TiGTX 1080GTX 1080 TiRTX 2060RTX 2070RTX 2080RTX 2080 TiTITAN RTXRX 580RX 590RX Vega 56RX Vega 641326395265Min: 41 / Avg: 45.25 / Max: 47Min: 59 / Avg: 60.33 / Max: 61Min: 48 / Avg: 48 / Max: 48Min: 62 / Avg: 62 / Max: 62Min: 63 / Avg: 64 / Max: 65Min: 39 / Avg: 44.25 / Max: 48Min: 55 / Avg: 55 / Max: 55Min: 66 / Avg: 66 / Max: 66Min: 54 / Avg: 55.67 / Max: 58Min: 55 / Avg: 55 / Max: 55Min: 36 / Avg: 40.83 / Max: 46Min: 47 / Avg: 51.5 / Max: 56Min: 51 / Avg: 52.8 / Max: 57Min: 54 / Avg: 55.6 / Max: 59

OpenBenchmarking.orgWatts, Fewer Is BetterPlaidMLSystem Power Consumption MonitorGTX 1060GTX 1070GTX 1070 TiGTX 1080GTX 1080 TiRTX 2060RTX 2070RTX 2080RTX 2080 TiTITAN RTXRX 580RX 590RX Vega 56RX Vega 6450100150200250Min: 41.8 / Avg: 76.7 / Max: 94.4Min: 45.9 / Avg: 107.3 / Max: 155.1Min: 49.7 / Avg: 93.67 / Max: 125.7Min: 44.3 / Avg: 147.75 / Max: 195.1Min: 53.3 / Avg: 125.73 / Max: 165.2Min: 43.1 / Avg: 95.9 / Max: 118.8Min: 115.1 / Avg: 115.83 / Max: 116.5Min: 52 / Avg: 97.93 / Max: 121Min: 48.2 / Avg: 152.87 / Max: 274.6Min: 54 / Avg: 200.17 / Max: 274.2Min: 71.7 / Avg: 114.33 / Max: 178.6Min: 82.4 / Avg: 137.7 / Max: 205.5Min: 72.5 / Avg: 123.7 / Max: 259.6Min: 52.5 / Avg: 111.85 / Max: 223.9

OpenBenchmarking.orgExamples Per Second, More Is BetterPlaidMLFP16: No - Mode: Inference - Network: Inception V3 - Device: OpenCLGTX 1060GTX 1070GTX 1070 TiGTX 1080GTX 1080 TiRTX 2060RTX 2070RTX 2080RTX 2080 TiTITAN RTXRX 580RX 590RX Vega 56RX Vega 64amdocl50100150200250SE +/- 0.03, N = 3SE +/- 0.07, N = 3SE +/- 0.18, N = 3SE +/- 0.08, N = 3SE +/- 0.28, N = 3SE +/- 0.07, N = 3SE +/- 0.02, N = 3SE +/- 0.13, N = 3SE +/- 0.38, N = 3SE +/- 0.53, N = 3SE +/- 0.11, N = 3SE +/- 0.06, N = 3SE +/- 0.00, N = 3SE +/- 0.40, N = 3SE +/- 0.24, N = 386.11116.00118.00133.00167.00133.00156.00172.00225.00229.0069.0575.41106.65119.06138.74
OpenBenchmarking.orgExamples Per Second, More Is BetterPlaidMLFP16: No - Mode: Inference - Network: Inception V3 - Device: OpenCLGTX 1060GTX 1070GTX 1070 TiGTX 1080GTX 1080 TiRTX 2060RTX 2070RTX 2080RTX 2080 TiTITAN RTXRX 580RX 590RX Vega 56RX Vega 64amdocl4080120160200Min: 86.05 / Avg: 86.11 / Max: 86.17Min: 115.89 / Avg: 115.99 / Max: 116.12Min: 117.21 / Avg: 117.56 / Max: 117.8Min: 132.58 / Avg: 132.67 / Max: 132.83Min: 166.55 / Avg: 166.93 / Max: 167.49Min: 133.25 / Avg: 133.38 / Max: 133.48Min: 156.39 / Avg: 156.41 / Max: 156.45Min: 171.98 / Avg: 172.21 / Max: 172.43Min: 223.99 / Avg: 224.61 / Max: 225.31Min: 227.82 / Avg: 228.71 / Max: 229.66Min: 68.87 / Avg: 69.05 / Max: 69.24Min: 75.3 / Avg: 75.41 / Max: 75.51Min: 106.64 / Avg: 106.65 / Max: 106.65Min: 118.37 / Avg: 119.06 / Max: 119.74Min: 138.45 / Avg: 138.74 / Max: 139.21

OpenBenchmarking.orgExamples Per Second Per Watt, More Is BetterPlaidMLFP16: No - Mode: Inference - Network: Inception V3 - Device: OpenCLGTX 1060GTX 1070GTX 1070 TiGTX 1080GTX 1080 TiRTX 2060RTX 2070RTX 2080RTX 2080 TiTITAN RTXRX 580RX 590RX Vega 56RX Vega 640.27230.54460.81691.08921.36150.610.740.830.790.810.840.981.031.211.190.440.420.620.69

OpenBenchmarking.orgCelsius, Fewer Is BetterPlaidMLGPU Temperature MonitorGTX 1060GTX 1070GTX 1070 TiGTX 1080GTX 1080 TiRTX 2060RTX 2070RTX 2080RTX 2080 TiTITAN RTXRX 580RX 590RX Vega 56RX Vega 641326395265Min: 44 / Avg: 52.44 / Max: 59Min: 58 / Avg: 61.79 / Max: 65Min: 43 / Avg: 47.13 / Max: 50Min: 58 / Avg: 63.21 / Max: 68Min: 60 / Avg: 64.36 / Max: 69Min: 40 / Avg: 48.69 / Max: 56Min: 49 / Avg: 54.67 / Max: 60Min: 57 / Avg: 63.18 / Max: 68Min: 52 / Avg: 54.78 / Max: 59Min: 51 / Avg: 55.27 / Max: 60Min: 33 / Avg: 45.16 / Max: 54Min: 44 / Avg: 55.88 / Max: 64Min: 50 / Avg: 58.4 / Max: 68Min: 50 / Avg: 59.52 / Max: 69

OpenBenchmarking.orgWatts, Fewer Is BetterPlaidMLSystem Power Consumption MonitorGTX 1060GTX 1070GTX 1070 TiGTX 1080GTX 1080 TiRTX 2060RTX 2070RTX 2080RTX 2080 TiTITAN RTXRX 580RX 590RX Vega 56RX Vega 6460120180240300Min: 70.6 / Avg: 141.88 / Max: 164.5Min: 85.2 / Avg: 157.11 / Max: 185.1Min: 50 / Avg: 141.65 / Max: 161.4Min: 91.6 / Avg: 167.52 / Max: 214.9Min: 123.8 / Avg: 205.47 / Max: 275.7Min: 45.2 / Avg: 158.66 / Max: 201.6Min: 47.5 / Avg: 159.79 / Max: 224.3Min: 50.1 / Avg: 167.47 / Max: 240.9Min: 49.3 / Avg: 185.12 / Max: 298.3Min: 63.8 / Avg: 192.88 / Max: 301.5Min: 71.3 / Avg: 157.31 / Max: 201.8Min: 79.3 / Avg: 178.28 / Max: 235.4Min: 78.5 / Avg: 172.43 / Max: 257.5Min: 50.9 / Avg: 173.75 / Max: 315.1

OpenBenchmarking.orgExamples Per Second, More Is BetterPlaidMLFP16: No - Mode: Inference - Network: ResNet 50 - Device: OpenCLGTX 1060GTX 1070GTX 1070 TiGTX 1080GTX 1080 TiRTX 2060RTX 2070RTX 2080RTX 2080 TiTITAN RTXRX 580RX 590RX Vega 56RX Vega 64amdocl120240360480600SE +/- 0.11, N = 3SE +/- 0.45, N = 3SE +/- 0.24, N = 3SE +/- 0.41, N = 3SE +/- 0.55, N = 3SE +/- 0.26, N = 3SE +/- 0.33, N = 3SE +/- 0.45, N = 3SE +/- 0.31, N = 3SE +/- 1.67, N = 3SE +/- 0.04, N = 3SE +/- 0.07, N = 3SE +/- 2.52, N = 3SE +/- 1.40, N = 3SE +/- 0.31, N = 3194257262292339309376400537556133142228270262
OpenBenchmarking.orgExamples Per Second, More Is BetterPlaidMLFP16: No - Mode: Inference - Network: ResNet 50 - Device: OpenCLGTX 1060GTX 1070GTX 1070 TiGTX 1080GTX 1080 TiRTX 2060RTX 2070RTX 2080RTX 2080 TiTITAN RTXRX 580RX 590RX Vega 56RX Vega 64amdocl100200300400500Min: 193.36 / Avg: 193.57 / Max: 193.7Min: 256.49 / Avg: 257.03 / Max: 257.93Min: 261.35 / Avg: 261.84 / Max: 262.13Min: 291.32 / Avg: 292.02 / Max: 292.73Min: 338.01 / Avg: 338.9 / Max: 339.9Min: 308.5 / Avg: 309.01 / Max: 309.37Min: 375.3 / Avg: 375.95 / Max: 376.34Min: 398.92 / Avg: 399.51 / Max: 400.4Min: 536.36 / Avg: 536.97 / Max: 537.39Min: 553.7 / Avg: 556.33 / Max: 559.45Min: 133.27 / Avg: 133.36 / Max: 133.42Min: 142.26 / Avg: 142.36 / Max: 142.5Min: 224.27 / Avg: 227.55 / Max: 232.5Min: 266.9 / Avg: 269.65 / Max: 271.52Min: 261.42 / Avg: 261.97 / Max: 262.48

OpenBenchmarking.orgExamples Per Second Per Watt, More Is BetterPlaidMLFP16: No - Mode: Inference - Network: ResNet 50 - Device: OpenCLGTX 1060GTX 1070GTX 1070 TiGTX 1080GTX 1080 TiRTX 2060RTX 2070RTX 2080RTX 2080 TiTITAN RTXRX 580RX 590RX Vega 56RX Vega 640.69981.39962.09942.79923.4991.591.771.941.921.822.302.442.513.112.860.920.881.511.52

OpenBenchmarking.orgCelsius, Fewer Is BetterPlaidMLGPU Temperature MonitorGTX 1060GTX 1070GTX 1070 TiGTX 1080GTX 1080 TiRTX 2060RTX 2070RTX 2080RTX 2080 TiTITAN RTXRX 580RX 590RX Vega 56RX Vega 641326395265Min: 50 / Avg: 54.8 / Max: 58Min: 56 / Avg: 59.9 / Max: 64Min: 44 / Avg: 46.22 / Max: 48Min: 60 / Avg: 62.5 / Max: 65Min: 61 / Avg: 63.11 / Max: 66Min: 46 / Avg: 50.11 / Max: 56Min: 50 / Avg: 53.44 / Max: 58Min: 59 / Avg: 62.38 / Max: 66Min: 51 / Avg: 53.29 / Max: 57Min: 52 / Avg: 54.86 / Max: 58Min: 37 / Avg: 44.64 / Max: 50Min: 47 / Avg: 54.23 / Max: 60Min: 49 / Avg: 55.36 / Max: 63Min: 48 / Avg: 54.5 / Max: 60

OpenBenchmarking.orgWatts, Fewer Is BetterPlaidMLSystem Power Consumption MonitorGTX 1060GTX 1070GTX 1070 TiGTX 1080GTX 1080 TiRTX 2060RTX 2070RTX 2080RTX 2080 TiTITAN RTXRX 580RX 590RX Vega 56RX Vega 6460120180240300Min: 71.4 / Avg: 121.65 / Max: 172.6Min: 45.2 / Avg: 145.44 / Max: 201.2Min: 48.6 / Avg: 134.71 / Max: 168.9Min: 91.9 / Avg: 152.34 / Max: 225.3Min: 61.2 / Avg: 185.7 / Max: 280.5Min: 65 / Avg: 134.41 / Max: 208.9Min: 49.8 / Avg: 153.92 / Max: 242.3Min: 48.4 / Avg: 158.95 / Max: 257.5Min: 100.3 / Avg: 172.57 / Max: 323.3Min: 102.3 / Avg: 194.3 / Max: 332.7Min: 73 / Avg: 145.33 / Max: 194.5Min: 81 / Avg: 162.42 / Max: 220Min: 50.1 / Avg: 150.39 / Max: 271.1Min: 81.5 / Avg: 177.38 / Max: 338.2

OpenBenchmarking.orgExamples Per Second, More Is BetterPlaidMLFP16: No - Mode: Inference - Network: IMDB LSTM - Device: OpenCLGTX 1060GTX 1070GTX 1070 TiGTX 1080GTX 1080 TiRTX 2060RTX 2070RTX 2080RTX 2080 TiTITAN RTXRX 580RX 590RX Vega 56RX Vega 64amdocl130260390520650SE +/- 0.33, N = 3SE +/- 0.21, N = 3SE +/- 0.19, N = 3SE +/- 0.45, N = 3SE +/- 0.59, N = 3SE +/- 0.31, N = 3SE +/- 0.60, N = 3SE +/- 1.09, N = 3SE +/- 2.13, N = 3SE +/- 0.76, N = 3SE +/- 0.23, N = 3SE +/- 0.63, N = 3SE +/- 0.20, N = 3SE +/- 1.42, N = 3SE +/- 0.46, N = 3180228224259330347382457605610193218263279270
OpenBenchmarking.orgExamples Per Second, More Is BetterPlaidMLFP16: No - Mode: Inference - Network: IMDB LSTM - Device: OpenCLGTX 1060GTX 1070GTX 1070 TiGTX 1080GTX 1080 TiRTX 2060RTX 2070RTX 2080RTX 2080 TiTITAN RTXRX 580RX 590RX Vega 56RX Vega 64amdocl110220330440550Min: 179.02 / Avg: 179.67 / Max: 180Min: 227.78 / Avg: 228.16 / Max: 228.5Min: 223.9 / Avg: 224.25 / Max: 224.53Min: 257.79 / Avg: 258.64 / Max: 259.34Min: 329.48 / Avg: 330.36 / Max: 331.47Min: 346.94 / Avg: 347.49 / Max: 348.01Min: 380.39 / Avg: 381.58 / Max: 382.33Min: 456.16 / Avg: 457.47 / Max: 459.63Min: 601.13 / Avg: 605.16 / Max: 608.37Min: 608.75 / Avg: 610.22 / Max: 611.33Min: 192.88 / Avg: 193.31 / Max: 193.66Min: 217.37 / Avg: 218.16 / Max: 219.4Min: 262.62 / Avg: 262.91 / Max: 263.3Min: 276.02 / Avg: 278.85 / Max: 280.41Min: 269.03 / Avg: 269.92 / Max: 270.59

OpenBenchmarking.orgExamples Per Second Per Watt, More Is BetterPlaidMLFP16: No - Mode: Inference - Network: IMDB LSTM - Device: OpenCLGTX 1060GTX 1070GTX 1070 TiGTX 1080GTX 1080 TiRTX 2060RTX 2070RTX 2080RTX 2080 TiTITAN RTXRX 580RX 590RX Vega 56RX Vega 640.77181.54362.31543.08723.8591.281.461.761.471.702.763.023.373.053.431.411.221.811.32

OpenBenchmarking.orgCelsius, Fewer Is BetterPlaidMLGPU Temperature MonitorGTX 1060GTX 1070GTX 1070 TiGTX 1080GTX 1080 TiRTX 2060RTX 2070RTX 2080RTX 2080 TiTITAN RTXRX 580RX 590RX Vega 56RX Vega 641326395265Min: 52 / Avg: 56.5 / Max: 59Min: 55 / Avg: 60 / Max: 64Min: 43 / Avg: 45.83 / Max: 48Min: 58 / Avg: 62 / Max: 65Min: 59 / Avg: 63 / Max: 66Min: 46 / Avg: 51.8 / Max: 55Min: 51 / Avg: 53.25 / Max: 55Min: 58 / Avg: 61.5 / Max: 64Min: 50 / Avg: 51.33 / Max: 53Min: 51 / Avg: 54 / Max: 58Min: 37 / Avg: 45.13 / Max: 49Min: 47 / Avg: 53.5 / Max: 58Min: 52 / Avg: 59.67 / Max: 64Min: 52 / Avg: 59.71 / Max: 65

OpenBenchmarking.orgWatts, Fewer Is BetterPlaidMLSystem Power Consumption MonitorGTX 1060GTX 1070GTX 1070 TiGTX 1080GTX 1080 TiRTX 2060RTX 2070RTX 2080RTX 2080 TiTITAN RTXRX 580RX 590RX Vega 56RX Vega 6460120180240300Min: 71.5 / Avg: 140.59 / Max: 158.7Min: 43.1 / Avg: 156.77 / Max: 185.9Min: 48.9 / Avg: 127.46 / Max: 146.6Min: 115.7 / Avg: 176.49 / Max: 201.1Min: 50.4 / Avg: 194.3 / Max: 254.7Min: 45.1 / Avg: 125.88 / Max: 192.6Min: 46.5 / Avg: 126.45 / Max: 198.6Min: 47.4 / Avg: 135.75 / Max: 228.3Min: 48.3 / Avg: 198.43 / Max: 287.4Min: 52.5 / Avg: 178.13 / Max: 298.5Min: 72.7 / Avg: 136.8 / Max: 186.1Min: 78.3 / Avg: 178.69 / Max: 218.6Min: 49.4 / Avg: 145.38 / Max: 261.4Min: 88.8 / Avg: 211.83 / Max: 333.3

OpenBenchmarking.orgExamples Per Second, More Is BetterPlaidMLFP16: No - Mode: Inference - Network: VGG16 - Device: OpenCLGTX 1060GTX 1070GTX 1070 TiGTX 1080GTX 1080 TiRTX 2060RTX 2070RTX 2080RTX 2080 TiTITAN RTXRX 580RX 590RX Vega 56RX Vega 64amdocl60120180240300SE +/- 0.04, N = 3SE +/- 0.04, N = 3SE +/- 0.01, N = 3SE +/- 0.06, N = 3SE +/- 0.12, N = 3SE +/- 0.16, N = 3SE +/- 0.27, N = 3SE +/- 0.17, N = 3SE +/- 0.36, N = 3SE +/- 0.72, N = 3SE +/- 0.05, N = 3SE +/- 0.01, N = 3SE +/- 0.18, N = 3SE +/- 0.11, N = 3SE +/- 0.04, N = 394.08129.00131.00143.00189.00150.00189.00203.00273.00289.0065.1868.69120.44137.62120.11
OpenBenchmarking.orgExamples Per Second, More Is BetterPlaidMLFP16: No - Mode: Inference - Network: VGG16 - Device: OpenCLGTX 1060GTX 1070GTX 1070 TiGTX 1080GTX 1080 TiRTX 2060RTX 2070RTX 2080RTX 2080 TiTITAN RTXRX 580RX 590RX Vega 56RX Vega 64amdocl50100150200250Min: 94.02 / Avg: 94.08 / Max: 94.14Min: 128.87 / Avg: 128.94 / Max: 128.99Min: 130.93 / Avg: 130.95 / Max: 130.97Min: 142.61 / Avg: 142.69 / Max: 142.8Min: 188.71 / Avg: 188.84 / Max: 189.07Min: 150.11 / Avg: 150.43 / Max: 150.64Min: 189.1 / Avg: 189.39 / Max: 189.94Min: 203.19 / Avg: 203.39 / Max: 203.73Min: 272.43 / Avg: 272.89 / Max: 273.61Min: 288.45 / Avg: 289.19 / Max: 290.62Min: 65.13 / Avg: 65.18 / Max: 65.29Min: 68.67 / Avg: 68.69 / Max: 68.71Min: 120.22 / Avg: 120.44 / Max: 120.79Min: 137.41 / Avg: 137.62 / Max: 137.78Min: 120.05 / Avg: 120.11 / Max: 120.19

OpenBenchmarking.orgExamples Per Second Per Watt, More Is BetterPlaidMLFP16: No - Mode: Inference - Network: VGG16 - Device: OpenCLGTX 1060GTX 1070GTX 1070 TiGTX 1080GTX 1080 TiRTX 2060RTX 2070RTX 2080RTX 2080 TiTITAN RTXRX 580RX 590RX Vega 56RX Vega 640.29030.58060.87091.16121.45150.650.790.890.790.820.901.031.081.281.290.400.370.640.64

OpenBenchmarking.orgCelsius, Fewer Is BetterPlaidMLGPU Temperature MonitorGTX 1060GTX 1070GTX 1070 TiGTX 1080GTX 1080 TiRTX 2060RTX 2070RTX 2080RTX 2080 TiTITAN RTXRX 580RX 590RX Vega 56RX Vega 641428425670Min: 52 / Avg: 58.35 / Max: 62Min: 56 / Avg: 62.15 / Max: 66Min: 43 / Avg: 47.69 / Max: 50Min: 59 / Avg: 64.36 / Max: 68Min: 61 / Avg: 65.7 / Max: 70Min: 46 / Avg: 55.73 / Max: 61Min: 47 / Avg: 54.45 / Max: 60Min: 56 / Avg: 63.5 / Max: 70Min: 49 / Avg: 54.38 / Max: 59Min: 50 / Avg: 55.25 / Max: 61Min: 35 / Avg: 47.27 / Max: 53Min: 43 / Avg: 54.21 / Max: 59Min: 51 / Avg: 59.53 / Max: 66Min: 50 / Avg: 60.38 / Max: 68

OpenBenchmarking.orgWatts, Fewer Is BetterPlaidMLSystem Power Consumption MonitorGTX 1060GTX 1070GTX 1070 TiGTX 1080GTX 1080 TiRTX 2060RTX 2070RTX 2080RTX 2080 TiTITAN RTXRX 580RX 590RX Vega 56RX Vega 6460120180240300Min: 72.7 / Avg: 144.61 / Max: 170.9Min: 43.1 / Avg: 162.78 / Max: 197.9Min: 47.9 / Avg: 146.58 / Max: 171.7Min: 45.1 / Avg: 180.6 / Max: 225Min: 127.7 / Avg: 231.45 / Max: 296.9Min: 44 / Avg: 167.51 / Max: 215.1Min: 68.7 / Avg: 183.65 / Max: 245.5Min: 50.9 / Avg: 188.45 / Max: 269.3Min: 47.6 / Avg: 212.98 / Max: 331.1Min: 55.4 / Avg: 223.68 / Max: 345.8Min: 73 / Avg: 163.55 / Max: 194.8Min: 86.9 / Avg: 184.98 / Max: 216.4Min: 78.5 / Avg: 188.36 / Max: 262.2Min: 52.7 / Avg: 216.48 / Max: 338.1

Darktable

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

OpenBenchmarking.orgSeconds, Fewer Is BetterDarktable 2.4.4Test: Boat - Acceleration: OpenCLGTX 1060GTX 1070GTX 1070 TiGTX 1080GTX 1080 TiRTX 2060RTX 2070RTX 2080RTX 2080 TiTITAN RTXRX 580RX 590RX Vega 56RX Vega 6448121620SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 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 +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.02, N = 3SE +/- 0.01, N = 33.662.892.932.722.262.221.931.921.641.6413.5413.9613.4713.72
OpenBenchmarking.orgSeconds, Fewer Is BetterDarktable 2.4.4Test: Boat - Acceleration: OpenCLGTX 1060GTX 1070GTX 1070 TiGTX 1080GTX 1080 TiRTX 2060RTX 2070RTX 2080RTX 2080 TiTITAN RTXRX 580RX 590RX Vega 56RX Vega 6448121620Min: 3.65 / Avg: 3.66 / Max: 3.67Min: 2.88 / Avg: 2.89 / Max: 2.89Min: 2.92 / Avg: 2.93 / Max: 2.94Min: 2.71 / Avg: 2.72 / Max: 2.73Min: 2.25 / Avg: 2.26 / Max: 2.27Min: 2.22 / Avg: 2.22 / Max: 2.23Min: 1.92 / Avg: 1.93 / Max: 1.94Min: 1.92 / Avg: 1.92 / Max: 1.93Min: 1.64 / Avg: 1.64 / Max: 1.65Min: 1.63 / Avg: 1.64 / Max: 1.64Min: 13.52 / Avg: 13.54 / Max: 13.55Min: 13.94 / Avg: 13.96 / Max: 13.99Min: 13.45 / Avg: 13.47 / Max: 13.5Min: 13.7 / Avg: 13.72 / Max: 13.74

OpenBenchmarking.orgSeconds, Fewer Is BetterDarktable 2.4.4Test: Masskrug - Acceleration: OpenCLGTX 1060GTX 1070GTX 1070 TiGTX 1080GTX 1080 TiRTX 2060RTX 2070RTX 2080RTX 2080 TiTITAN RTXRX 580RX 590RX Vega 56RX Vega 641.22632.45263.67894.90526.1315SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.02, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 34.173.924.013.973.873.823.683.783.693.695.305.455.285.32
OpenBenchmarking.orgSeconds, Fewer Is BetterDarktable 2.4.4Test: Masskrug - Acceleration: OpenCLGTX 1060GTX 1070GTX 1070 TiGTX 1080GTX 1080 TiRTX 2060RTX 2070RTX 2080RTX 2080 TiTITAN RTXRX 580RX 590RX Vega 56RX Vega 64246810Min: 4.16 / Avg: 4.17 / Max: 4.19Min: 3.91 / Avg: 3.92 / Max: 3.93Min: 3.99 / Avg: 4.01 / Max: 4.03Min: 3.97 / Avg: 3.97 / Max: 3.98Min: 3.85 / Avg: 3.87 / Max: 3.89Min: 3.81 / Avg: 3.82 / Max: 3.84Min: 3.65 / Avg: 3.68 / Max: 3.7Min: 3.78 / Avg: 3.78 / Max: 3.79Min: 3.66 / Avg: 3.69 / Max: 3.7Min: 3.67 / Avg: 3.69 / Max: 3.7Min: 5.3 / Avg: 5.3 / Max: 5.32Min: 5.43 / Avg: 5.45 / Max: 5.47Min: 5.27 / Avg: 5.28 / Max: 5.28Min: 5.3 / Avg: 5.32 / Max: 5.33

OpenBenchmarking.orgSeconds, Fewer Is BetterDarktable 2.4.4Test: Server Room - Acceleration: OpenCLGTX 1060GTX 1070GTX 1070 TiGTX 1080GTX 1080 TiRTX 2060RTX 2070RTX 2080RTX 2080 TiTITAN RTXRX 580RX 590RX Vega 56RX Vega 640.9631.9262.8893.8524.815SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.02, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 31.311.101.161.101.030.820.750.810.750.744.184.284.184.21
OpenBenchmarking.orgSeconds, Fewer Is BetterDarktable 2.4.4Test: Server Room - Acceleration: OpenCLGTX 1060GTX 1070GTX 1070 TiGTX 1080GTX 1080 TiRTX 2060RTX 2070RTX 2080RTX 2080 TiTITAN RTXRX 580RX 590RX Vega 56RX Vega 64246810Min: 1.3 / Avg: 1.31 / Max: 1.31Min: 1.1 / Avg: 1.1 / Max: 1.1Min: 1.15 / Avg: 1.16 / Max: 1.16Min: 1.1 / Avg: 1.1 / Max: 1.11Min: 1.01 / Avg: 1.03 / Max: 1.06Min: 0.82 / Avg: 0.82 / Max: 0.82Min: 0.75 / Avg: 0.75 / Max: 0.75Min: 0.81 / Avg: 0.81 / Max: 0.81Min: 0.74 / Avg: 0.75 / Max: 0.75Min: 0.73 / Avg: 0.74 / Max: 0.75Min: 4.17 / Avg: 4.18 / Max: 4.2Min: 4.27 / Avg: 4.28 / Max: 4.28Min: 4.18 / Avg: 4.18 / Max: 4.19Min: 4.2 / Avg: 4.21 / Max: 4.23

OpenBenchmarking.orgSeconds, Fewer Is BetterDarktable 2.4.4Test: Server Rack - Acceleration: OpenCLGTX 1060GTX 1070GTX 1070 TiGTX 1080GTX 1080 TiRTX 2060RTX 2070RTX 2080RTX 2080 TiTITAN RTXRX 580RX 590RX Vega 56RX Vega 640.03830.07660.11490.15320.1915SE +/- 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 = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 30.130.120.130.130.120.110.100.110.100.100.170.170.170.17
OpenBenchmarking.orgSeconds, Fewer Is BetterDarktable 2.4.4Test: Server Rack - Acceleration: OpenCLGTX 1060GTX 1070GTX 1070 TiGTX 1080GTX 1080 TiRTX 2060RTX 2070RTX 2080RTX 2080 TiTITAN RTXRX 580RX 590RX Vega 56RX Vega 6412345Min: 0.13 / Avg: 0.13 / Max: 0.13Min: 0.12 / Avg: 0.12 / Max: 0.13Min: 0.13 / Avg: 0.13 / Max: 0.13Min: 0.12 / Avg: 0.13 / Max: 0.13Min: 0.12 / Avg: 0.12 / Max: 0.12Min: 0.11 / Avg: 0.11 / Max: 0.11Min: 0.1 / Avg: 0.1 / Max: 0.11Min: 0.11 / Avg: 0.11 / Max: 0.11Min: 0.1 / Avg: 0.1 / Max: 0.11Min: 0.1 / Avg: 0.1 / Max: 0.11Min: 0.17 / Avg: 0.17 / Max: 0.17Min: 0.17 / Avg: 0.17 / Max: 0.18Min: 0.17 / Avg: 0.17 / Max: 0.17Min: 0.17 / Avg: 0.17 / Max: 0.17

LuxMark

LuxMark is a multi-platform OpenGL benchmark using LuxRender. LuxMark supports targeting different OpenCL devices and has multiple scenes available for rendering. LuxMark is a fully open-source OpenCL program with real-world rendering examples. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgScore, More Is BetterLuxMark 3.1OpenCL Device: GPU - Scene: Luxball HDRGTX 1060GTX 1070GTX 1070 TiGTX 1080GTX 1080 TiRTX 2060RTX 2070RTX 2080RTX 2080 TiTITAN RTXRX 580RX 590RX Vega 56RX Vega 64amdocl10K20K30K40K50KSE +/- 46.58, N = 3SE +/- 1.33, N = 3SE +/- 14.90, N = 3SE +/- 42.00, N = 3SE +/- 8.33, N = 3SE +/- 31.58, N = 3SE +/- 107.00, N = 3SE +/- 25.12, N = 3SE +/- 155.67, N = 3SE +/- 103.04, N = 3SE +/- 17.84, N = 3SE +/- 74.83, N = 3SE +/- 65.67, N = 3SE +/- 583.87, N = 3SE +/- 124.42, N = 3122561728716776138032168221356295322914642787460221527117221310793256528140
OpenBenchmarking.orgScore, More Is BetterLuxMark 3.1OpenCL Device: GPU - Scene: Luxball HDRGTX 1060GTX 1070GTX 1070 TiGTX 1080GTX 1080 TiRTX 2060RTX 2070RTX 2080RTX 2080 TiTITAN RTXRX 580RX 590RX Vega 56RX Vega 64amdocl8K16K24K32K40KMin: 12182 / Avg: 12256 / Max: 12342Min: 17286 / Avg: 17287.33 / Max: 17290Min: 16759 / Avg: 16776.33 / Max: 16806Min: 13761 / Avg: 13803 / Max: 13887Min: 21674 / Avg: 21682.33 / Max: 21699Min: 21297 / Avg: 21356 / Max: 21405Min: 29424 / Avg: 29532 / Max: 29746Min: 29102 / Avg: 29145.67 / Max: 29189Min: 42607 / Avg: 42787 / Max: 43097Min: 45879 / Avg: 46022 / Max: 46222Min: 15253 / Avg: 15271.33 / Max: 15307Min: 17071 / Avg: 17220.67 / Max: 17296Min: 30948 / Avg: 31079.33 / Max: 31145Min: 31844 / Avg: 32565 / Max: 33721Min: 27960 / Avg: 28140.33 / Max: 28379

OpenBenchmarking.orgScore Per Watt, More Is BetterLuxMark 3.1OpenCL Device: GPU - Scene: Luxball HDRGTX 1060GTX 1070GTX 1070 TiGTX 1080GTX 1080 TiRTX 2060RTX 2070RTX 2080RTX 2080 TiTITAN RTXRX 580RX 590RX Vega 56RX Vega 6430609012015085.5398.48114.1679.4289.34110.80131.09123.99133.42137.5480.5378.90120.5898.89

OpenBenchmarking.orgCelsius, Fewer Is BetterLuxMark 3.1GPU Temperature MonitorGTX 1060GTX 1070GTX 1070 TiGTX 1080GTX 1080 TiRTX 2060RTX 2070RTX 2080RTX 2080 TiTITAN RTXRX 580RX 590RX Vega 56RX Vega 641632486480Min: 43 / Avg: 58.4 / Max: 61Min: 54 / Avg: 67.07 / Max: 70Min: 41 / Avg: 48.91 / Max: 51Min: 49 / Avg: 64.55 / Max: 67Min: 56 / Avg: 72.55 / Max: 75Min: 49 / Avg: 63.65 / Max: 67Min: 47 / Avg: 67.5 / Max: 72Min: 48 / Avg: 75.04 / Max: 79Min: 49 / Avg: 69.88 / Max: 74Min: 44 / Avg: 71.96 / Max: 78Min: 29 / Avg: 55.16 / Max: 60Min: 44 / Avg: 65.27 / Max: 73Min: 44 / Avg: 69.66 / Max: 74Min: 43 / Avg: 79.26 / Max: 86

OpenBenchmarking.orgWatts, Fewer Is BetterLuxMark 3.1System Power Consumption MonitorGTX 1060GTX 1070GTX 1070 TiGTX 1080GTX 1080 TiRTX 2060RTX 2070RTX 2080RTX 2080 TiTITAN RTXRX 580RX 590RX Vega 56RX Vega 6460120180240300Min: 111.3 / Avg: 143.3 / Max: 145.4Min: 82.6 / Avg: 175.54 / Max: 179.2Min: 47.6 / Avg: 146.95 / Max: 149.7Min: 89.3 / Avg: 173.79 / Max: 175.8Min: 161.6 / Avg: 242.69 / Max: 248.1Min: 44 / Avg: 192.74 / Max: 197.4Min: 46 / Avg: 225.28 / Max: 233.2Min: 48.9 / Avg: 235.08 / Max: 244.1Min: 47.7 / Avg: 320.7 / Max: 332Min: 50.6 / Avg: 334.61 / Max: 351.7Min: 71.5 / Avg: 189.63 / Max: 196.7Min: 82.1 / Avg: 218.27 / Max: 228.9Min: 60.2 / Avg: 257.74 / Max: 269.1Min: 49.5 / Avg: 329.31 / Max: 338.6

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: ReadGTX 1060GTX 1070GTX 1070 TiGTX 1080GTX 1080 TiRTX 2060RTX 2070RTX 2080RTX 2080 TiTITAN RTXRX 580RX 590RX Vega 56RX Vega 64amdocl120240360480600SE +/- 0.17, N = 3SE +/- 0.09, N = 3SE +/- 0.27, N = 3SE +/- 0.18, N = 3SE +/- 0.52, N = 3SE +/- 0.15, N = 3SE +/- 1.98, N = 3SE +/- 1.81, N = 3SE +/- 0.50, N = 3SE +/- 0.38, N = 3SE +/- 0.15, N = 3SE +/- 0.58, N = 3SE +/- 0.06, N = 3SE +/- 0.18, N = 3SE +/- 0.54, N = 31532052052293372963923925445651621781511593401. (CC) gcc options: -O2 -flto -lOpenCL
OpenBenchmarking.orgGB/s, More Is Bettercl-mem 2017-01-13Benchmark: ReadGTX 1060GTX 1070GTX 1070 TiGTX 1080GTX 1080 TiRTX 2060RTX 2070RTX 2080RTX 2080 TiTITAN RTXRX 580RX 590RX Vega 56RX Vega 64amdocl100200300400500Min: 152.5 / Avg: 152.67 / Max: 153Min: 205.1 / Avg: 205.27 / Max: 205.4Min: 204.2 / Avg: 204.73 / Max: 205.1Min: 228.6 / Avg: 228.93 / Max: 229.2Min: 336.4 / Avg: 337.37 / Max: 338.2Min: 296.1 / Avg: 296.3 / Max: 296.6Min: 388.2 / Avg: 392.1 / Max: 394.6Min: 388.5 / Avg: 391.87 / Max: 394.7Min: 543.5 / Avg: 544 / Max: 545Min: 565 / Avg: 565.43 / Max: 566.2Min: 161.5 / Avg: 161.77 / Max: 162Min: 177.2 / Avg: 177.83 / Max: 179Min: 150.9 / Avg: 151 / Max: 151.1Min: 158.7 / Avg: 159.03 / Max: 159.3Min: 339.4 / Avg: 340.47 / Max: 341.11. (CC) gcc options: -O2 -flto -lOpenCL

OpenBenchmarking.orgGB/s Per Watt, More Is Bettercl-mem 2017-01-13Benchmark: ReadGTX 1060GTX 1070GTX 1070 TiGTX 1080GTX 1080 TiRTX 2060RTX 2070RTX 2080TITAN RTXRX 580RX 590RX Vega 56RX Vega 640.81451.6292.44353.2584.07251.331.591.691.542.092.342.692.653.621.121.010.990.75

OpenBenchmarking.orgCelsius, Fewer Is Bettercl-mem 2017-01-13GPU Temperature MonitorGTX 1060GTX 1070GTX 1070 TiGTX 1080GTX 1080 TiRTX 2060RTX 2070RTX 2080RTX 2080 TiTITAN RTXRX 580RX 590RX Vega 56RX Vega 641428425670Min: 54 / Avg: 55.88 / Max: 57Min: 64 / Avg: 64.8 / Max: 66Min: 47 / Avg: 47 / Max: 47Min: 63 / Avg: 64.17 / Max: 65Min: 68 / Avg: 68.33 / Max: 69Min: 56 / Avg: 58.5 / Max: 60Min: 60 / Avg: 62 / Max: 63Min: 67 / Avg: 68.67 / Max: 70Min: 66 / Avg: 67 / Max: 68Min: 66 / Avg: 68.33 / Max: 70Min: 47 / Avg: 52 / Max: 53Min: 59 / Avg: 64 / Max: 66Min: 64 / Avg: 66 / Max: 68Min: 61 / Avg: 66.4 / Max: 69

OpenBenchmarking.orgWatts, Fewer Is Bettercl-mem 2017-01-13System Power Consumption MonitorGTX 1060GTX 1070GTX 1070 TiGTX 1080GTX 1080 TiRTX 2060RTX 2070RTX 2080RTX 2080 TiTITAN RTXRX 580RX 590RX Vega 56RX Vega 6450100150200250Min: 55.5 / Avg: 114.96 / Max: 125.8Min: 46.7 / Avg: 129.34 / Max: 151Min: 49 / Avg: 121.24 / Max: 139.8Min: 102.3 / Avg: 149.02 / Max: 162.5Min: 52.6 / Avg: 161.7 / Max: 217.6Min: 45.9 / Avg: 126.65 / Max: 159.6Min: 48.6 / Avg: 145.97 / Max: 196.3Min: 50.4 / Avg: 148 / Max: 197.9Min: 57.7 / Avg: 161.45 / Max: 265.2Min: 55.2 / Avg: 156.17 / Max: 266.5Min: 73.5 / Avg: 144 / Max: 170.7Min: 82 / Avg: 176.16 / Max: 207.2Min: 50.8 / Avg: 153.05 / Max: 254.1Min: 55.2 / Avg: 211.77 / Max: 297.7

OpenBenchmarking.orgGB/s, More Is Bettercl-mem 2017-01-13Benchmark: WriteGTX 1060GTX 1070GTX 1070 TiGTX 1080GTX 1080 TiRTX 2060RTX 2070RTX 2080RTX 2080 TiTITAN RTXRX 580RX 590RX Vega 56RX Vega 64amdocl110220330440550SE +/- 0.19, N = 3SE +/- 0.07, N = 3SE +/- 0.30, N = 3SE +/- 0.09, N = 3SE +/- 0.09, N = 3SE +/- 0.95, N = 3SE +/- 0.59, N = 3SE +/- 0.73, N = 3SE +/- 1.92, N = 3SE +/- 2.45, N = 3SE +/- 0.33, N = 3SE +/- 0.10, N = 3SE +/- 0.32, N = 3SE +/- 11.23, N = 3SE +/- 0.27, N = 31391921902163362453133234394891791853053563251. (CC) gcc options: -O2 -flto -lOpenCL
OpenBenchmarking.orgGB/s, More Is Bettercl-mem 2017-01-13Benchmark: WriteGTX 1060GTX 1070GTX 1070 TiGTX 1080GTX 1080 TiRTX 2060RTX 2070RTX 2080RTX 2080 TiTITAN RTXRX 580RX 590RX Vega 56RX Vega 64amdocl90180270360450Min: 138.9 / Avg: 139.13 / Max: 139.5Min: 191.6 / Avg: 191.67 / Max: 191.8Min: 189.2 / Avg: 189.63 / Max: 190.2Min: 216 / Avg: 216.17 / Max: 216.3Min: 335.5 / Avg: 335.67 / Max: 335.8Min: 243.5 / Avg: 245.37 / Max: 246.6Min: 312.5 / Avg: 313.4 / Max: 314.5Min: 321.7 / Avg: 322.67 / Max: 324.1Min: 435.5 / Avg: 439.33 / Max: 441.3Min: 483.6 / Avg: 488.5 / Max: 491.1Min: 178 / Avg: 178.63 / Max: 179.1Min: 184.5 / Avg: 184.7 / Max: 184.8Min: 304 / Avg: 304.63 / Max: 305Min: 342.6 / Avg: 355.53 / Max: 377.9Min: 324.1 / Avg: 324.63 / Max: 3251. (CC) gcc options: -O2 -flto -lOpenCL

OpenBenchmarking.orgGB/s Per Watt, More Is Bettercl-mem 2017-01-13Benchmark: WriteGTX 1060GTX 1070GTX 1070 TiGTX 1080GTX 1080 TiRTX 2060RTX 2070RTX 2080RTX 2080 TiTITAN RTXRX 580RX 590RX Vega 56RX Vega 640.63681.27361.91042.54723.1841.421.401.521.531.541.872.252.502.832.571.211.151.331.86

OpenBenchmarking.orgCelsius, Fewer Is Bettercl-mem 2017-01-13GPU Temperature MonitorGTX 1060GTX 1070GTX 1070 TiGTX 1080GTX 1080 TiRTX 2060RTX 2070RTX 2080RTX 2080 TiTITAN RTXRX 580RX 590RX Vega 56RX Vega 641326395265Min: 53 / Avg: 53 / Max: 53Min: 60 / Avg: 60.6 / Max: 61Min: 43 / Avg: 44.83 / Max: 46Min: 60 / Avg: 60.2 / Max: 61Min: 64 / Avg: 64 / Max: 64Min: 55 / Avg: 56 / Max: 57Min: 54 / Avg: 55.33 / Max: 56Min: 61 / Avg: 63.75 / Max: 65Min: 61 / Avg: 62 / Max: 63Min: 59 / Avg: 63 / Max: 65Min: 49 / Avg: 49.6 / Max: 50Min: 56 / Avg: 59.5 / Max: 62Min: 51 / Avg: 58.6 / Max: 62Min: 59 / Avg: 62.4 / Max: 65

OpenBenchmarking.orgWatts, Fewer Is Bettercl-mem 2017-01-13System Power Consumption MonitorGTX 1060GTX 1070GTX 1070 TiGTX 1080GTX 1080 TiRTX 2060RTX 2070RTX 2080RTX 2080 TiTITAN RTXRX 580RX 590RX Vega 56RX Vega 6450100150200250Min: 43.4 / Avg: 98.27 / Max: 126.2Min: 84.4 / Avg: 137.36 / Max: 151.6Min: 50 / Avg: 124.63 / Max: 140.5Min: 92.2 / Avg: 141.24 / Max: 162.2Min: 216.4 / Avg: 217.73 / Max: 218.8Min: 44.2 / Avg: 131.53 / Max: 164.4Min: 46.9 / Avg: 139.57 / Max: 185.9Min: 98.5 / Avg: 128.93 / Max: 169.3Min: 51 / Avg: 155.07 / Max: 243.7Min: 55 / Avg: 190.13 / Max: 258.3Min: 73 / Avg: 147.4 / Max: 169Min: 78.7 / Avg: 161.08 / Max: 200.6Min: 207.8 / Avg: 229.9 / Max: 252.1Min: 52.5 / Avg: 191.32 / Max: 275.7

OpenBenchmarking.orgGB/s, More Is Bettercl-mem 2017-01-13Benchmark: CopyGTX 1060GTX 1070GTX 1070 TiGTX 1080GTX 1080 TiRTX 2060RTX 2070RTX 2080RTX 2080 TiTITAN RTXRX 580RX 590RX Vega 56RX Vega 64amdocl100200300400500SE +/- 0.15, N = 3SE +/- 0.07, N = 3SE +/- 0.29, N = 3SE +/- 0.06, N = 3SE +/- 0.17, N = 3SE +/- 0.18, N = 3SE +/- 0.18, N = 3SE +/- 0.35, N = 3SE +/- 0.23, N = 3SE +/- 0.64, N = 3SE +/- 0.00, N = 3SE +/- 0.03, N = 3SE +/- 0.20, N = 3SE +/- 0.06, N = 3SE +/- 0.12, N = 31381871872093172473303274544831841932042223091. (CC) gcc options: -O2 -flto -lOpenCL
OpenBenchmarking.orgGB/s, More Is Bettercl-mem 2017-01-13Benchmark: CopyGTX 1060GTX 1070GTX 1070 TiGTX 1080GTX 1080 TiRTX 2060RTX 2070RTX 2080RTX 2080 TiTITAN RTXRX 580RX 590RX Vega 56RX Vega 64amdocl90180270360450Min: 138.2 / Avg: 138.4 / Max: 138.7Min: 186.8 / Avg: 186.87 / Max: 187Min: 186.7 / Avg: 187.23 / Max: 187.7Min: 209.3 / Avg: 209.4 / Max: 209.5Min: 317.3 / Avg: 317.47 / Max: 317.8Min: 246.4 / Avg: 246.67 / Max: 247Min: 330.1 / Avg: 330.37 / Max: 330.7Min: 326.3 / Avg: 326.7 / Max: 327.4Min: 453.3 / Avg: 453.7 / Max: 454.1Min: 481.7 / Avg: 482.77 / Max: 483.9Min: 184.2 / Avg: 184.2 / Max: 184.2Min: 192.6 / Avg: 192.63 / Max: 192.7Min: 203.5 / Avg: 203.9 / Max: 204.1Min: 221.4 / Avg: 221.5 / Max: 221.6Min: 309.2 / Avg: 309.43 / Max: 309.61. (CC) gcc options: -O2 -flto -lOpenCL

OpenBenchmarking.orgGB/s Per Watt, More Is Bettercl-mem 2017-01-13Benchmark: CopyGTX 1060GTX 1070GTX 1070 TiGTX 1080GTX 1080 TiRTX 2060RTX 2080RX 580RX 590RX Vega 56RX Vega 640.51981.03961.55942.07922.5991.281.411.651.762.272.222.311.300.971.001.12

OpenBenchmarking.orgCelsius, Fewer Is Bettercl-mem 2017-01-13GPU Temperature MonitorGTX 1060GTX 1070GTX 1070 TiGTX 1080GTX 1080 TiRTX 2060RTX 2070RTX 2080RTX 2080 TiTITAN RTXRX 580RX 590RX Vega 56RX Vega 641224364860Min: 48 / Avg: 51.14 / Max: 52Min: 55 / Avg: 57.17 / Max: 58Min: 43 / Avg: 44 / Max: 45Min: 56 / Avg: 57 / Max: 58Min: 60 / Avg: 60.67 / Max: 61Min: 49 / Avg: 54 / Max: 56Min: 50 / Avg: 53.67 / Max: 56Min: 62 / Avg: 62 / Max: 62Min: 56 / Avg: 58.33 / Max: 61Min: 60 / Avg: 61 / Max: 62Min: 41 / Avg: 46.8 / Max: 49Min: 53 / Avg: 55.5 / Max: 57Min: 48 / Avg: 55.2 / Max: 60Min: 58 / Avg: 59.8 / Max: 62

OpenBenchmarking.orgWatts, Fewer Is Bettercl-mem 2017-01-13System Power Consumption MonitorGTX 1060GTX 1070GTX 1070 TiGTX 1080GTX 1080 TiRTX 2060RTX 2070RTX 2080RTX 2080 TiTITAN RTXRX 580RX 590RX Vega 56RX Vega 6460120180240300Min: 57.7 / Avg: 108.33 / Max: 126.1Min: 64.6 / Avg: 132.44 / Max: 150.8Min: 49.3 / Avg: 113.36 / Max: 139.4Min: 43.2 / Avg: 119.3 / Max: 162.2Min: 49.6 / Avg: 139.67 / Max: 192.8Min: 43.7 / Avg: 111.03 / Max: 156.9Min: 115.9 / Avg: 150.6 / Max: 185.3Min: 52.6 / Avg: 141.73 / Max: 186.7Min: 136 / Avg: 198.3 / Max: 260.6Min: 54.7 / Avg: 99.5 / Max: 144.3Min: 73.1 / Avg: 141.22 / Max: 169.4Min: 194.4 / Avg: 199.58 / Max: 203.7Min: 49.6 / Avg: 203.34 / Max: 252.9Min: 51.9 / Avg: 197.96 / Max: 328.9

clpeak

OpenBenchmarking.orgGBPS, More Is BetterclpeakOpenCL Test: Global Memory BandwidthGTX 1060GTX 1070GTX 1070 TiGTX 1080GTX 1080 TiRTX 2060RTX 2070RTX 2080RTX 2080 TiTITAN RTXRX 580RX 590RX Vega 56RX Vega 64amdocl110220330440550SE +/- 0.95, N = 3SE +/- 0.02, N = 3SE +/- 0.22, N = 3SE +/- 0.05, N = 3SE +/- 0.68, N = 3SE +/- 0.19, N = 3SE +/- 2.69, N = 3SE +/- 0.37, N = 3SE +/- 0.48, N = 3SE +/- 1.70, N = 3SE +/- 1.46, N = 3SE +/- 1.82, N = 3SE +/- 0.01, N = 3SE +/- 0.05, N = 3SE +/- 0.34, N = 31451961972223292763653685055252062173173623181. (CXX) g++ options: -O3 -rdynamic -lOpenCL
OpenBenchmarking.orgGBPS, More Is BetterclpeakOpenCL Test: Global Memory BandwidthGTX 1060GTX 1070GTX 1070 TiGTX 1080GTX 1080 TiRTX 2060RTX 2070RTX 2080RTX 2080 TiTITAN RTXRX 580RX 590RX Vega 56RX Vega 64amdocl90180270360450Min: 143.59 / Avg: 145.49 / Max: 146.46Min: 196.27 / Avg: 196.3 / Max: 196.32Min: 196.62 / Avg: 197.05 / Max: 197.27Min: 221.94 / Avg: 222.03 / Max: 222.08Min: 328.16 / Avg: 329.02 / Max: 330.37Min: 275.65 / Avg: 275.99 / Max: 276.3Min: 359.25 / Avg: 364.64 / Max: 367.34Min: 367.26 / Avg: 367.64 / Max: 368.37Min: 504.5 / Avg: 505.01 / Max: 505.96Min: 522.05 / Avg: 525.42 / Max: 527.52Min: 202.81 / Avg: 205.73 / Max: 207.19Min: 213 / Avg: 216.65 / Max: 218.52Min: 317.46 / Avg: 317.48 / Max: 317.5Min: 362.15 / Avg: 362.21 / Max: 362.3Min: 317.25 / Avg: 317.77 / Max: 318.421. (CXX) g++ options: -O3 -rdynamic -lOpenCL

OpenBenchmarking.orgGFLOPS, More Is BetterclpeakOpenCL Test: Single-Precision FloatGTX 1060GTX 1070GTX 1070 TiGTX 1080GTX 1080 TiRTX 2060RTX 2070RTX 2080RTX 2080 TiTITAN RTXRX 580RX 590RX Vega 56RX Vega 64amdocl4K8K12K16K20KSE +/- 3.56, N = 3SE +/- 393.27, N = 3SE +/- 14.43, N = 3SE +/- 396.02, N = 3SE +/- 782.31, N = 3SE +/- 657.16, N = 3SE +/- 495.99, N = 3SE +/- 732.21, N = 3SE +/- 1065.18, N = 3SE +/- 688.69, N = 3SE +/- 1.21, N = 3SE +/- 15.75, N = 3SE +/- 38.50, N = 3SE +/- 41.13, N = 3SE +/- 10.63, N = 342395878677679341085366307968102701535216386620270691035712469105911. (CXX) g++ options: -O3 -rdynamic -lOpenCL
OpenBenchmarking.orgGFLOPS, More Is BetterclpeakOpenCL Test: Single-Precision FloatGTX 1060GTX 1070GTX 1070 TiGTX 1080GTX 1080 TiRTX 2060RTX 2070RTX 2080RTX 2080 TiTITAN RTXRX 580RX 590RX Vega 56RX Vega 64amdocl3K6K9K12K15KMin: 4232.57 / Avg: 4239.17 / Max: 4244.77Min: 5091.74 / Avg: 5878.26 / Max: 6276.36Min: 6747.48 / Avg: 6776.31 / Max: 6791.94Min: 7141.47 / Avg: 7933.51 / Max: 8329.77Min: 9288.09 / Avg: 10852.7 / Max: 11635.67Min: 5316.4 / Avg: 6630.38 / Max: 7313.07Min: 6980.09 / Avg: 7968.07 / Max: 8539.2Min: 8806.31 / Avg: 10270.06 / Max: 11040.34Min: 13222.02 / Avg: 15351.89 / Max: 16456.4Min: 15021.53 / Avg: 16386.43 / Max: 17229.12Min: 6199.68 / Avg: 6202.09 / Max: 6203.44Min: 7037.61 / Avg: 7069.08 / Max: 7085.99Min: 10285.65 / Avg: 10356.52 / Max: 10418.04Min: 12403.34 / Avg: 12468.7 / Max: 12544.63Min: 10572.99 / Avg: 10591.26 / Max: 10609.821. (CXX) g++ options: -O3 -rdynamic -lOpenCL

OpenBenchmarking.orgGFLOPS, More Is BetterclpeakOpenCL Test: Double-Precision DoubleGTX 1060GTX 1070GTX 1070 TiGTX 1080GTX 1080 TiRTX 2060RTX 2070RTX 2080RTX 2080 TiTITAN RTXRX 580RX 590RX Vega 56RX Vega 64amdocl2004006008001000SE +/- 0.05, N = 3SE +/- 0.26, N = 3SE +/- 0.24, N = 3SE +/- 0.02, N = 3SE +/- 0.14, N = 3SE +/- 0.60, N = 3SE +/- 0.72, N = 3SE +/- 0.98, N = 3SE +/- 1.25, N = 3SE +/- 1.29, N = 3SE +/- 0.01, N = 3SE +/- 0.21, N = 3SE +/- 1.26, N = 3SE +/- 1.09, N = 3SE +/- 1.18, N = 31512242422974152312663435195403924366988336891. (CXX) g++ options: -O3 -rdynamic -lOpenCL
OpenBenchmarking.orgGFLOPS, More Is BetterclpeakOpenCL Test: Double-Precision DoubleGTX 1060GTX 1070GTX 1070 TiGTX 1080GTX 1080 TiRTX 2060RTX 2070RTX 2080RTX 2080 TiTITAN RTXRX 580RX 590RX Vega 56RX Vega 64amdocl150300450600750Min: 150.56 / Avg: 150.64 / Max: 150.74Min: 223.25 / Avg: 223.76 / Max: 224.03Min: 241.36 / Avg: 241.64 / Max: 242.12Min: 297.37 / Avg: 297.4 / Max: 297.42Min: 414.58 / Avg: 414.85 / Max: 415.04Min: 229.66 / Avg: 230.86 / Max: 231.47Min: 265.58 / Avg: 266.33 / Max: 267.77Min: 341.37 / Avg: 342.53 / Max: 344.48Min: 516.26 / Avg: 518.58 / Max: 520.56Min: 537.59 / Avg: 539.61 / Max: 542.01Min: 391.89 / Avg: 391.92 / Max: 391.93Min: 435.72 / Avg: 435.98 / Max: 436.39Min: 696.74 / Avg: 698.3 / Max: 700.8Min: 831.3 / Avg: 832.76 / Max: 834.89Min: 686.8 / Avg: 688.94 / Max: 690.851. (CXX) g++ options: -O3 -rdynamic -lOpenCL

OpenBenchmarking.orgGIOPS, More Is BetterclpeakOpenCL Test: Integer Compute INTGTX 1060GTX 1070GTX 1070 TiGTX 1080GTX 1080 TiRTX 2060RTX 2070RTX 2080RTX 2080 TiTITAN RTXRX 580RX 590RX Vega 56RX Vega 64amdocl3K6K9K12K15KSE +/- 38.63, N = 3SE +/- 21.00, N = 3SE +/- 6.17, N = 3SE +/- 25.25, N = 3SE +/- 76.28, N = 3SE +/- 444.77, N = 3SE +/- 498.12, N = 3SE +/- 679.58, N = 3SE +/- 517.75, N = 3SE +/- 1004.15, N = 3SE +/- 0.02, N = 3SE +/- 6.53, N = 3SE +/- 1.32, N = 3SE +/- 3.01, N = 3SE +/- 5.46, N = 3125216812068239832636705778099521490614848125214161997247919611. (CXX) g++ options: -O3 -rdynamic -lOpenCL
OpenBenchmarking.orgGIOPS, More Is BetterclpeakOpenCL Test: Integer Compute INTGTX 1060GTX 1070GTX 1070 TiGTX 1080GTX 1080 TiRTX 2060RTX 2070RTX 2080RTX 2080 TiTITAN RTXRX 580RX 590RX Vega 56RX Vega 64amdocl3K6K9K12K15KMin: 1174.97 / Avg: 1252.22 / Max: 1291.03Min: 1641.76 / Avg: 1680.93 / Max: 1713.66Min: 2055.54 / Avg: 2067.8 / Max: 2075.12Min: 2351.95 / Avg: 2398.48 / Max: 2438.72Min: 3114.34 / Avg: 3263.29 / Max: 3366.29Min: 5815.24 / Avg: 6704.55 / Max: 7166.29Min: 6785.83 / Avg: 7780.45 / Max: 8326.84Min: 8593.77 / Avg: 9951.71 / Max: 10680.62Min: 13870.49 / Avg: 14905.92 / Max: 15434.02Min: 12874.24 / Avg: 14847.83 / Max: 16156.55Min: 1252.42 / Avg: 1252.46 / Max: 1252.48Min: 1402.56 / Avg: 1415.62 / Max: 1422.18Min: 1994.83 / Avg: 1997.21 / Max: 1999.4Min: 2473.36 / Avg: 2479 / Max: 2483.66Min: 1952.21 / Avg: 1961.08 / Max: 1971.031. (CXX) g++ options: -O3 -rdynamic -lOpenCL

OpenBenchmarking.orgGBPS, More Is BetterclpeakOpenCL Test: Transfer Bandwidth enqueueWriteBufferGTX 1060GTX 1070GTX 1070 TiGTX 1080GTX 1080 TiRTX 2060RTX 2070RTX 2080RTX 2080 TiTITAN RTXRX 580RX 590RX Vega 56RX Vega 64amdocl1020304050SE +/- 0.04, N = 3SE +/- 0.03, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.03, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.22, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.42, N = 312.5412.6012.5512.5912.5712.6012.4812.5212.5912.5844.9744.1944.9744.3137.971. (CXX) g++ options: -O3 -rdynamic -lOpenCL
OpenBenchmarking.orgGBPS, More Is BetterclpeakOpenCL Test: Transfer Bandwidth enqueueWriteBufferGTX 1060GTX 1070GTX 1070 TiGTX 1080GTX 1080 TiRTX 2060RTX 2070RTX 2080RTX 2080 TiTITAN RTXRX 580RX 590RX Vega 56RX Vega 64amdocl918273645Min: 12.47 / Avg: 12.54 / Max: 12.6Min: 12.54 / Avg: 12.6 / Max: 12.63Min: 12.54 / Avg: 12.55 / Max: 12.56Min: 12.57 / Avg: 12.59 / Max: 12.61Min: 12.55 / Avg: 12.57 / Max: 12.58Min: 12.59 / Avg: 12.6 / Max: 12.61Min: 12.45 / Avg: 12.48 / Max: 12.49Min: 12.47 / Avg: 12.52 / Max: 12.55Min: 12.58 / Avg: 12.59 / Max: 12.61Min: 12.55 / Avg: 12.58 / Max: 12.6Min: 44.95 / Avg: 44.97 / Max: 44.98Min: 43.76 / Avg: 44.19 / Max: 44.5Min: 44.95 / Avg: 44.97 / Max: 44.99Min: 44.3 / Avg: 44.31 / Max: 44.32Min: 37.19 / Avg: 37.97 / Max: 38.631. (CXX) g++ options: -O3 -rdynamic -lOpenCL

OpenBenchmarking.orgGBPS, More Is BetterclpeakOpenCL Test: Transfer Bandwidth enqueueReadBufferGTX 1060GTX 1070GTX 1070 TiGTX 1080GTX 1080 TiRTX 2060RTX 2070RTX 2080RTX 2080 TiTITAN RTXRX 580RX 590RX Vega 56RX Vega 64amdocl48121620SE +/- 0.09, N = 3SE +/- 0.01, N = 3SE +/- 0.05, N = 3SE +/- 0.02, N = 3SE +/- 0.01, N = 3SE +/- 0.03, N = 3SE +/- 0.04, N = 3SE +/- 0.09, N = 3SE +/- 0.01, N = 3SE +/- 0.06, N = 3SE +/- 0.33, N = 3SE +/- 0.08, N = 3SE +/- 0.08, N = 3SE +/- 0.02, N = 3SE +/- 0.13, N = 311.1511.3311.1511.3411.2911.2911.2511.1311.2911.1615.8415.9216.6316.2215.791. (CXX) g++ options: -O3 -rdynamic -lOpenCL
OpenBenchmarking.orgGBPS, More Is BetterclpeakOpenCL Test: Transfer Bandwidth enqueueReadBufferGTX 1060GTX 1070GTX 1070 TiGTX 1080GTX 1080 TiRTX 2060RTX 2070RTX 2080RTX 2080 TiTITAN RTXRX 580RX 590RX Vega 56RX Vega 64amdocl48121620Min: 11.01 / Avg: 11.15 / Max: 11.31Min: 11.32 / Avg: 11.33 / Max: 11.34Min: 11.06 / Avg: 11.15 / Max: 11.24Min: 11.29 / Avg: 11.34 / Max: 11.37Min: 11.27 / Avg: 11.29 / Max: 11.31Min: 11.24 / Avg: 11.29 / Max: 11.34Min: 11.18 / Avg: 11.25 / Max: 11.32Min: 11.03 / Avg: 11.13 / Max: 11.31Min: 11.27 / Avg: 11.29 / Max: 11.31Min: 11.04 / Avg: 11.16 / Max: 11.24Min: 15.44 / Avg: 15.84 / Max: 16.5Min: 15.75 / Avg: 15.92 / Max: 16Min: 16.48 / Avg: 16.63 / Max: 16.72Min: 16.19 / Avg: 16.22 / Max: 16.24Min: 15.56 / Avg: 15.79 / Max: 15.991. (CXX) g++ options: -O3 -rdynamic -lOpenCL

OpenBenchmarking.orgus, Fewer Is BetterclpeakOpenCL Test: Kernel LatencyGTX 1060GTX 1070GTX 1070 TiGTX 1080GTX 1080 TiRTX 2060RTX 2070RTX 2080RTX 2080 TiTITAN RTXRX 580RX 590RX Vega 56RX Vega 64amdocl816243240SE +/- 0.06, N = 3SE +/- 0.05, N = 3SE +/- 0.14, N = 3SE +/- 0.03, N = 3SE +/- 0.03, N = 3SE +/- 0.07, N = 3SE +/- 0.00, N = 3SE +/- 0.04, N = 3SE +/- 0.03, N = 3SE +/- 0.10, N = 3SE +/- 0.04, N = 3SE +/- 0.00, N = 3SE +/- 0.02, N = 3SE +/- 0.01, N = 3SE +/- 0.24, N = 33.783.643.923.773.993.653.643.653.833.854.974.697.016.9633.791. (CXX) g++ options: -O3 -rdynamic -lOpenCL
OpenBenchmarking.orgus, Fewer Is BetterclpeakOpenCL Test: Kernel LatencyGTX 1060GTX 1070GTX 1070 TiGTX 1080GTX 1080 TiRTX 2060RTX 2070RTX 2080RTX 2080 TiTITAN RTXRX 580RX 590RX Vega 56RX Vega 64amdocl714212835Min: 3.72 / Avg: 3.78 / Max: 3.9Min: 3.56 / Avg: 3.64 / Max: 3.72Min: 3.75 / Avg: 3.92 / Max: 4.2Min: 3.71 / Avg: 3.77 / Max: 3.8Min: 3.94 / Avg: 3.99 / Max: 4.05Min: 3.52 / Avg: 3.65 / Max: 3.74Min: 3.64 / Avg: 3.64 / Max: 3.64Min: 3.58 / Avg: 3.65 / Max: 3.72Min: 3.77 / Avg: 3.83 / Max: 3.88Min: 3.66 / Avg: 3.85 / Max: 3.99Min: 4.89 / Avg: 4.97 / Max: 5.03Min: 4.68 / Avg: 4.69 / Max: 4.69Min: 6.96 / Avg: 7.01 / Max: 7.04Min: 6.94 / Avg: 6.96 / Max: 6.98Min: 33.31 / Avg: 33.79 / Max: 34.051. (CXX) g++ options: -O3 -rdynamic -lOpenCL

SHOC Scalable HeterOgeneous Computing

The CUDA and OpenCL version of Vetter's Scalable HeterOgeneous Computing benchmark suite. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgGB/s, More Is BetterSHOC Scalable HeterOgeneous Computing 2015-11-10Target: OpenCL - Benchmark: Texture Read BandwidthGTX 1060GTX 1070GTX 1070 TiGTX 1080GTX 1080 TiRTX 2060RTX 2070RTX 2080RTX 2080 TiTITAN RTXRX 580RX 590RX Vega 56RX Vega 64amdocl30060090012001500SE +/- 1.03, N = 3SE +/- 0.82, N = 3SE +/- 0.80, N = 3SE +/- 0.28, N = 3SE +/- 1.91, N = 3SE +/- 0.24, N = 3SE +/- 1.24, N = 3SE +/- 2.94, N = 3SE +/- 1.02, N = 3SE +/- 3.52, N = 3SE +/- 1.47, N = 3SE +/- 1.57, N = 3SE +/- 0.86, N = 3SE +/- 0.60, N = 3SE +/- 1.03, N = 3411447433527596102410771121117311582112413554253691. (CXX) g++ options: -O2 -lSHOCCommonMPI -lSHOCCommonOpenCL -lSHOCCommon -lOpenCL -lrt -pthread -lmpi_cxx -lmpi
OpenBenchmarking.orgGB/s, More Is BetterSHOC Scalable HeterOgeneous Computing 2015-11-10Target: OpenCL - Benchmark: Texture Read BandwidthGTX 1060GTX 1070GTX 1070 TiGTX 1080GTX 1080 TiRTX 2060RTX 2070RTX 2080RTX 2080 TiTITAN RTXRX 580RX 590RX Vega 56RX Vega 64amdocl2004006008001000Min: 410.11 / Avg: 411.15 / Max: 413.22Min: 445.5 / Avg: 447.09 / Max: 448.19Min: 431.53 / Avg: 433.09 / Max: 434.17Min: 526.71 / Avg: 527.14 / Max: 527.67Min: 592.44 / Avg: 596.16 / Max: 598.8Min: 1023.47 / Avg: 1023.82 / Max: 1024.27Min: 1074.61 / Avg: 1076.98 / Max: 1078.78Min: 1115.71 / Avg: 1121.4 / Max: 1125.5Min: 1171.44 / Avg: 1172.57 / Max: 1174.6Min: 1151.93 / Avg: 1158.19 / Max: 1164.11Min: 209.56 / Avg: 211.18 / Max: 214.11Min: 238.01 / Avg: 241.06 / Max: 243.2Min: 353.7 / Avg: 355.4 / Max: 356.46Min: 424.21 / Avg: 424.95 / Max: 426.14Min: 366.85 / Avg: 368.89 / Max: 370.151. (CXX) g++ options: -O2 -lSHOCCommonMPI -lSHOCCommonOpenCL -lSHOCCommon -lOpenCL -lrt -pthread -lmpi_cxx -lmpi

OpenBenchmarking.orgGB/s Per Watt, More Is BetterSHOC Scalable HeterOgeneous Computing 2015-11-10Target: OpenCL - Benchmark: Texture Read BandwidthGTX 1060GTX 1070GTX 1070 TiGTX 1080GTX 1080 TiRTX 2060RTX 2070RTX 2080RTX 2080 TiTITAN RTXRX 580RX 590RX Vega 56RX Vega 642468103.903.423.543.913.306.436.885.974.984.731.611.502.041.86

OpenBenchmarking.orgCelsius, Fewer Is BetterSHOC Scalable HeterOgeneous Computing 2015-11-10GPU Temperature MonitorGTX 1060GTX 1070GTX 1070 TiGTX 1080GTX 1080 TiRTX 2060RTX 2070RTX 2080RTX 2080 TiTITAN RTXRX 580RX 590RX Vega 56RX Vega 641326395265Min: 46 / Avg: 48.5 / Max: 49Min: 57 / Avg: 57.33 / Max: 58Min: 42 / Avg: 42.6 / Max: 43Min: 54 / Avg: 55.54 / Max: 57Min: 56 / Avg: 59.67 / Max: 61Min: 48 / Avg: 54.5 / Max: 56Min: 52 / Avg: 54.2 / Max: 56Min: 57 / Avg: 63.86 / Max: 67Min: 59 / Avg: 62 / Max: 65Min: 55 / Avg: 63.4 / Max: 66Min: 31 / Avg: 41.38 / Max: 45Min: 35 / Avg: 43.11 / Max: 47Min: 38 / Avg: 46.29 / Max: 52Min: 49 / Avg: 59.89 / Max: 65

OpenBenchmarking.orgWatts, Fewer Is BetterSHOC Scalable HeterOgeneous Computing 2015-11-10System Power Consumption MonitorGTX 1060GTX 1070GTX 1070 TiGTX 1080GTX 1080 TiRTX 2060RTX 2070RTX 2080RTX 2080 TiTITAN RTXRX 580RX 590RX Vega 56RX Vega 6450100150200250Min: 42.1 / Avg: 105.4 / Max: 135.1Min: 43.3 / Avg: 130.75 / Max: 158.9Min: 48.4 / Avg: 122.39 / Max: 144.2Min: 43.4 / Avg: 134.92 / Max: 163.8Min: 53.7 / Avg: 180.42 / Max: 218.2Min: 148.5 / Avg: 159.28 / Max: 177.5Min: 52.2 / Avg: 156.43 / Max: 195Min: 169.9 / Avg: 187.73 / Max: 213.5Min: 49 / Avg: 235.34 / Max: 283.1Min: 49.4 / Avg: 244.67 / Max: 287.4Min: 69.1 / Avg: 131.16 / Max: 160.2Min: 78.3 / Avg: 160.59 / Max: 187.1Min: 47.3 / Avg: 173.9 / Max: 235.2Min: 49.7 / Avg: 228.87 / Max: 263.7

OpenBenchmarking.orgGFLOPS, More Is BetterSHOC Scalable HeterOgeneous Computing 2015-11-10Target: OpenCL - Benchmark: FFT SPGTX 1060GTX 1070GTX 1070 TiGTX 1080GTX 1080 TiRTX 2060RTX 2070RTX 2080RTX 2080 TiTITAN RTXRX 580RX 590RX Vega 56RX Vega 64amdocl30060090012001500SE +/- 2.45, N = 3SE +/- 8.74, N = 3SE +/- 1.30, N = 3SE +/- 1.43, N = 3SE +/- 2.56, N = 3SE +/- 10.50, N = 3SE +/- 46.80, N = 3SE +/- 6.71, N = 3SE +/- 11.70, N = 3SE +/- 2.67, N = 3SE +/- 0.36, N = 3SE +/- 1.04, N = 3SE +/- 1.97, N = 3SE +/- 0.34, N = 3SE +/- 2.55, N = 32974535015759728039881083144515535475709279228951. (CXX) g++ options: -O2 -lSHOCCommonMPI -lSHOCCommonOpenCL -lSHOCCommon -lOpenCL -lrt -pthread -lmpi_cxx -lmpi
OpenBenchmarking.orgGFLOPS, More Is BetterSHOC Scalable HeterOgeneous Computing 2015-11-10Target: OpenCL - Benchmark: FFT SPGTX 1060GTX 1070GTX 1070 TiGTX 1080GTX 1080 TiRTX 2060RTX 2070RTX 2080RTX 2080 TiTITAN RTXRX 580RX 590RX Vega 56RX Vega 64amdocl30060090012001500Min: 291.88 / Avg: 296.79 / Max: 299.31Min: 443.6 / Avg: 453.16 / Max: 470.62Min: 498.13 / Avg: 500.59 / Max: 502.57Min: 572.34 / Avg: 574.51 / Max: 577.21Min: 968.63 / Avg: 972.1 / Max: 977.1Min: 782.66 / Avg: 802.85 / Max: 817.98Min: 936.99 / Avg: 988.41 / Max: 1081.85Min: 1069.68 / Avg: 1083.05 / Max: 1090.83Min: 1431.39 / Avg: 1444.87 / Max: 1468.18Min: 1548.6 / Avg: 1552.67 / Max: 1557.7Min: 546.73 / Avg: 547.28 / Max: 547.95Min: 569.21 / Avg: 570.35 / Max: 572.42Min: 923 / Avg: 926.77 / Max: 929.62Min: 921.98 / Avg: 922.45 / Max: 923.1Min: 891.37 / Avg: 894.75 / Max: 899.761. (CXX) g++ options: -O2 -lSHOCCommonMPI -lSHOCCommonOpenCL -lSHOCCommon -lOpenCL -lrt -pthread -lmpi_cxx -lmpi

OpenBenchmarking.orgGHash/s, More Is BetterSHOC Scalable HeterOgeneous Computing 2015-11-10Target: OpenCL - Benchmark: MD5 HashGTX 1060GTX 1070GTX 1070 TiGTX 1080GTX 1080 TiRTX 2060RTX 2070RTX 2080RTX 2080 TiTITAN RTXRX 580RX 590RX Vega 56RX Vega 64amdocl816243240SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.02, N = 3SE +/- 0.06, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.40, N = 3SE +/- 0.35, N = 3SE +/- 0.00, N = 3SE +/- 0.02, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.02, N = 37.2810.4711.6314.1919.6815.8718.4223.7435.1336.288.059.1612.7016.3912.951. (CXX) g++ options: -O2 -lSHOCCommonMPI -lSHOCCommonOpenCL -lSHOCCommon -lOpenCL -lrt -pthread -lmpi_cxx -lmpi
OpenBenchmarking.orgGHash/s, More Is BetterSHOC Scalable HeterOgeneous Computing 2015-11-10Target: OpenCL - Benchmark: MD5 HashGTX 1060GTX 1070GTX 1070 TiGTX 1080GTX 1080 TiRTX 2060RTX 2070RTX 2080RTX 2080 TiTITAN RTXRX 580RX 590RX Vega 56RX Vega 64amdocl816243240Min: 7.28 / Avg: 7.28 / Max: 7.28Min: 10.47 / Avg: 10.47 / Max: 10.47Min: 11.63 / Avg: 11.63 / Max: 11.63Min: 14.15 / Avg: 14.19 / Max: 14.22Min: 19.56 / Avg: 19.68 / Max: 19.78Min: 15.86 / Avg: 15.87 / Max: 15.88Min: 18.41 / Avg: 18.42 / Max: 18.43Min: 23.74 / Avg: 23.74 / Max: 23.75Min: 34.34 / Avg: 35.13 / Max: 35.58Min: 35.77 / Avg: 36.28 / Max: 36.95Min: 8.05 / Avg: 8.05 / Max: 8.05Min: 9.12 / Avg: 9.16 / Max: 9.19Min: 12.68 / Avg: 12.7 / Max: 12.73Min: 16.38 / Avg: 16.39 / Max: 16.4Min: 12.91 / Avg: 12.95 / Max: 131. (CXX) g++ options: -O2 -lSHOCCommonMPI -lSHOCCommonOpenCL -lSHOCCommon -lOpenCL -lrt -pthread -lmpi_cxx -lmpi

OpenBenchmarking.orgGB/s, More Is BetterSHOC Scalable HeterOgeneous Computing 2015-11-10Target: OpenCL - Benchmark: TriadGTX 1060GTX 1070GTX 1070 TiGTX 1080GTX 1080 TiRTX 2060RTX 2070RTX 2080RTX 2080 TiTITAN RTXRX 580RX 590RX Vega 56RX Vega 64amdocl3691215SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.21, N = 3SE +/- 0.10, N = 3SE +/- 0.04, N = 3SE +/- 0.02, N = 311.9312.1912.1912.3012.5112.4312.5712.5712.6812.689.109.367.557.5412.441. (CXX) g++ options: -O2 -lSHOCCommonMPI -lSHOCCommonOpenCL -lSHOCCommon -lOpenCL -lrt -pthread -lmpi_cxx -lmpi
OpenBenchmarking.orgGB/s, More Is BetterSHOC Scalable HeterOgeneous Computing 2015-11-10Target: OpenCL - Benchmark: TriadGTX 1060GTX 1070GTX 1070 TiGTX 1080GTX 1080 TiRTX 2060RTX 2070RTX 2080RTX 2080 TiTITAN RTXRX 580RX 590RX Vega 56RX Vega 64amdocl48121620Min: 11.92 / Avg: 11.93 / Max: 11.95Min: 12.19 / Avg: 12.19 / Max: 12.19Min: 12.19 / Avg: 12.19 / Max: 12.2Min: 12.29 / Avg: 12.3 / Max: 12.3Min: 12.51 / Avg: 12.51 / Max: 12.51Min: 12.43 / Avg: 12.43 / Max: 12.44Min: 12.56 / Avg: 12.57 / Max: 12.58Min: 12.56 / Avg: 12.57 / Max: 12.57Min: 12.68 / Avg: 12.68 / Max: 12.69Min: 12.68 / Avg: 12.68 / Max: 12.69Min: 9.09 / Avg: 9.1 / Max: 9.1Min: 9.14 / Avg: 9.36 / Max: 9.79Min: 7.44 / Avg: 7.55 / Max: 7.75Min: 7.46 / Avg: 7.54 / Max: 7.6Min: 12.42 / Avg: 12.44 / Max: 12.471. (CXX) g++ options: -O2 -lSHOCCommonMPI -lSHOCCommonOpenCL -lSHOCCommon -lOpenCL -lrt -pthread -lmpi_cxx -lmpi

JuliaGPU

JuliaGPU is an OpenCL benchmark with this version containing various PTS-specific enhancements. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSamples/sec, More Is BetterJuliaGPU 1.2pts1OpenCL Device: GPUGTX 1060GTX 1070GTX 1070 TiGTX 1080GTX 1080 TiRTX 2060RTX 2070RTX 2080RTX 2080 TiTITAN RTXRX 580RX 590RX Vega 56RX Vega 64amdocl80M160M240M320M400MSE +/- 513835.53, N = 3SE +/- 621591.58, N = 3SE +/- 297139.02, N = 3SE +/- 121634.53, N = 3SE +/- 720633.38, N = 3SE +/- 815068.63, N = 3SE +/- 333271.02, N = 3SE +/- 1536969.33, N = 3SE +/- 1417039.09, N = 3SE +/- 908628.37, N = 3SE +/- 570650.48, N = 3SE +/- 366170.21, N = 3SE +/- 834530.58, N = 3SE +/- 419189.48, N = 3SE +/- 7293118.99, N = 121837826262181720622215480162391313242651628752516119892656820462788292383009222413036654472830788513026234403464840643661594383127925651. (CC) gcc options: -O3 -march=native -ftree-vectorize -funroll-loops -lglut -lOpenCL -lGL -lm
OpenBenchmarking.orgSamples/sec, More Is BetterJuliaGPU 1.2pts1OpenCL Device: GPUGTX 1060GTX 1070GTX 1070 TiGTX 1080GTX 1080 TiRTX 2060RTX 2070RTX 2080RTX 2080 TiTITAN RTXRX 580RX 590RX Vega 56RX Vega 64amdocl60M120M180M240M300MMin: 182818085.8 / Avg: 183782626.17 / Max: 184572023.8Min: 217003046.5 / Avg: 218172062.43 / Max: 219122875.7Min: 220996207.2 / Avg: 221548015.6 / Max: 222014983.7Min: 238908355.7 / Avg: 239131324.27 / Max: 239327062Min: 263757984.9 / Avg: 265162874.6 / Max: 266143978.9Min: 250000827.1 / Avg: 251611988.57 / Max: 252632347.5Min: 265132379.1 / Avg: 265682046.23 / Max: 266283389Min: 276811943.5 / Avg: 278829237.77 / Max: 281846545.4Min: 298088601.7 / Avg: 300922240.8 / Max: 302382263.1Min: 301940481.9 / Avg: 303665447.4 / Max: 305023093.8Min: 281937602.2 / Avg: 283078850.9 / Max: 283658934.2Min: 301949103.9 / Avg: 302623440.43 / Max: 303207984Min: 344824294.1 / Avg: 346484064.1 / Max: 347466253.1Min: 365360933.1 / Avg: 366159438.33 / Max: 366779940.8Min: 283477837.8 / Avg: 312792564.53 / Max: 363076216.51. (CC) gcc options: -O3 -march=native -ftree-vectorize -funroll-loops -lglut -lOpenCL -lGL -lm

OpenBenchmarking.orgSamples/sec Per Watt, More Is BetterJuliaGPU 1.2pts1OpenCL Device: GPUGTX 1060GTX 1070GTX 1070 TiGTX 1080GTX 1080 TiRTX 2060RTX 2070RTX 2080RTX 2080 TiTITAN RTXRX 580RX 590RX Vega 56RX Vega 641.1M2.2M3.3M4.4M5.5M16298571867592198022918829241666119223605422790652070002204292120424782141832212404621596765140282

OpenBenchmarking.orgCelsius, Fewer Is BetterJuliaGPU 1.2pts1GPU Temperature MonitorGTX 1060GTX 1070GTX 1070 TiGTX 1080GTX 1080 TiRTX 2060RTX 2070RTX 2080RTX 2080 TiTITAN RTXRX 580RX 590RX Vega 56RX Vega 641122334455Min: 46 / Avg: 47.2 / Max: 49Min: 53 / Avg: 54.4 / Max: 56Min: 38 / Avg: 40.6 / Max: 42Min: 51 / Avg: 52.5 / Max: 54Min: 52 / Avg: 54.6 / Max: 57Min: 43 / Avg: 47.5 / Max: 50Min: 46 / Avg: 47 / Max: 48Min: 53 / Avg: 54.5 / Max: 56Min: 48 / Avg: 51.25 / Max: 53Min: 49 / Avg: 52.5 / Max: 54Min: 36 / Avg: 42.75 / Max: 46Min: 45 / Avg: 48 / Max: 49Min: 40 / Avg: 42.67 / Max: 45Min: 50 / Avg: 52.33 / Max: 55

OpenBenchmarking.orgWatts, Fewer Is BetterJuliaGPU 1.2pts1System Power Consumption MonitorGTX 1060GTX 1070GTX 1070 TiGTX 1080GTX 1080 TiRTX 2060RTX 2070RTX 2080RTX 2080 TiTITAN RTXRX 580RX 590RX Vega 56RX Vega 644080120160200Min: 57.5 / Avg: 112.76 / Max: 128.1Min: 42.3 / Avg: 116.82 / Max: 147.4Min: 47.7 / Avg: 111.88 / Max: 128.2Min: 42.3 / Avg: 127 / Max: 157.8Min: 67.7 / Avg: 159.15 / Max: 189.8Min: 43.5 / Avg: 112.53 / Max: 153.7Min: 52.9 / Avg: 116.58 / Max: 157.4Min: 46.4 / Avg: 134.7 / Max: 169Min: 99.5 / Avg: 147.3 / Max: 199.5Min: 51.3 / Avg: 148.68 / Max: 204Min: 93.8 / Avg: 132.17 / Max: 160.8Min: 75.7 / Avg: 142.48 / Max: 179.1Min: 47.6 / Avg: 160.43 / Max: 218.2Min: 49.9 / Avg: 71.23 / Max: 89

GPU Temperature Monitor

OpenBenchmarking.orgCelsiusGPU Temperature MonitorPhoronix Test Suite System MonitoringGTX 1070GTX 1070 TiGTX 1080GTX 1080 TiRTX 2060RTX 2070RTX 2080RTX 2080 TiTITAN RTX1632486480Min: 32 / Avg: 61.66 / Max: 76Min: 38 / Avg: 45.88 / Max: 53Min: 31 / Avg: 60.14 / Max: 74Min: 39 / Avg: 66.36 / Max: 82Min: 37 / Avg: 55.81 / Max: 70Min: 32 / Avg: 56.83 / Max: 74Min: 48 / Avg: 67.06 / Max: 83Min: 43 / Avg: 61.88 / Max: 77Min: 33 / Avg: 62.56 / Max: 79

System Power Consumption Monitor

OpenBenchmarking.orgWattsSystem Power Consumption MonitorPhoronix Test Suite System MonitoringGTX 1070GTX 1070 TiGTX 1080GTX 1080 TiRTX 2060RTX 2070RTX 2080RTX 2080 TiTITAN RTX70140210280350Min: 42.3 / Avg: 142.19 / Max: 280.5Min: 47.2 / Avg: 123.43 / Max: 255.8Min: 40.2 / Avg: 143.79 / Max: 318.2Min: 47.2 / Avg: 198.85 / Max: 370.3Min: 42.5 / Avg: 144.37 / Max: 300.1Min: 43.9 / Avg: 160.13 / Max: 317.6Min: 46 / Avg: 176.62 / Max: 334.5Min: 47.2 / Avg: 220.83 / Max: 367.7Min: 49.4 / Avg: 228.34 / Max: 363.1

Darktable

OpenBenchmarking.orgCelsius, Fewer Is BetterDarktable 2.4.4GPU Temperature MonitorRX 580RX 590RX Vega 56RX Vega 641020304050Min: 33 / Avg: 35 / Max: 39Min: 39 / Avg: 41.7 / Max: 45Min: 42 / Avg: 43.78 / Max: 49Min: 44 / Avg: 46.5 / Max: 52

OpenBenchmarking.orgWatts, Fewer Is BetterDarktable 2.4.4System Power Consumption MonitorRX 580RX 590RX Vega 56RX Vega 644080120160200Min: 74.4 / Avg: 164 / Max: 184.5Min: 80.8 / Avg: 170.15 / Max: 205Min: 118.8 / Avg: 139.2 / Max: 147Min: 52.7 / Avg: 132.86 / Max: 151.4

OpenBenchmarking.orgCelsius, Fewer Is BetterDarktable 2.4.4GPU Temperature MonitorRX 580RX 590RX Vega 56RX Vega 64918273645Min: 30 / Avg: 30.8 / Max: 31Min: 38 / Avg: 38.25 / Max: 39Min: 41 / Avg: 41.4 / Max: 42Min: 42 / Avg: 42.67 / Max: 43

OpenBenchmarking.orgWatts, Fewer Is BetterDarktable 2.4.4System Power Consumption MonitorRX 580RX 590RX Vega 56RX Vega 64306090120150Min: 73 / Avg: 131.16 / Max: 186.9Min: 79.3 / Avg: 145.78 / Max: 178.8Min: 48.4 / Avg: 110.52 / Max: 178.2Min: 127.1 / Avg: 138.95 / Max: 150.8

OpenBenchmarking.orgCelsius, Fewer Is BetterDarktable 2.4.4GPU Temperature MonitorRX 580RX 590RX Vega 56RX Vega 64918273645Min: 30 / Avg: 30 / Max: 30Min: 37 / Avg: 37.67 / Max: 38Min: 40 / Avg: 40.25 / Max: 41Min: 42 / Avg: 42 / Max: 42

OpenBenchmarking.orgWatts, Fewer Is BetterDarktable 2.4.4System Power Consumption MonitorRX 580RX 590RX Vega 56RX Vega 64306090120150Min: 71.4 / Avg: 101.98 / Max: 180.7Min: 77.5 / Avg: 115.43 / Max: 145.8Min: 48.3 / Avg: 83.05 / Max: 115.5Min: 159.8 / Avg: 170.75 / Max: 181.7

OpenBenchmarking.orgCelsius, Fewer Is BetterDarktable 2.4.4GPU Temperature MonitorRX 580RX 590RX Vega 56RX Vega 64918273645

OpenBenchmarking.orgWatts, Fewer Is BetterDarktable 2.4.4System Power Consumption MonitorRX 580RX 590RX Vega 56RX Vega 6420406080100Min: 77.8 / Avg: 77.9 / Max: 78Min: 48 / Avg: 51.55 / Max: 55.1Min: 50.3 / Avg: 70.55 / Max: 90.8

clpeak

OpenBenchmarking.orgGBPS Per Watt, More Is BetterclpeakOpenCL Test: Global Memory BandwidthRX 580RX 590RX Vega 56RX Vega 640.92931.85862.78793.71724.64652.082.023.894.13

OpenBenchmarking.orgCelsius, Fewer Is BetterclpeakGPU Temperature MonitorRX 580RX 590RX Vega 56RX Vega 641020304050Min: 31 / Avg: 33.28 / Max: 41Min: 37 / Avg: 39.72 / Max: 48Min: 39 / Avg: 41.36 / Max: 48Min: 41 / Avg: 43.79 / Max: 49

OpenBenchmarking.orgWatts, Fewer Is BetterclpeakSystem Power Consumption MonitorRX 580RX 590RX Vega 56RX Vega 6450100150200250Min: 73.3 / Avg: 98.79 / Max: 101.9Min: 79.3 / Avg: 107.03 / Max: 127.7Min: 49.2 / Avg: 81.54 / Max: 259Min: 51.6 / Avg: 87.77 / Max: 273.2

OpenBenchmarking.orgGFLOPS Per Watt, More Is BetterclpeakOpenCL Test: Single-Precision FloatRX 580RX 590RX Vega 56RX Vega 6430609012015061.5866.87135.00154.00

OpenBenchmarking.orgCelsius, Fewer Is BetterclpeakGPU Temperature MonitorRX 580RX 590RX Vega 56RX Vega 641020304050Min: 32 / Avg: 32.71 / Max: 45Min: 36 / Avg: 37.43 / Max: 48Min: 36 / Avg: 37.93 / Max: 40Min: 38 / Avg: 40.13 / Max: 43

OpenBenchmarking.orgWatts, Fewer Is BetterclpeakSystem Power Consumption MonitorRX 580RX 590RX Vega 56RX Vega 64306090120150Min: 69.4 / Avg: 100.72 / Max: 186.8Min: 76.7 / Avg: 105.71 / Max: 119.2Min: 47.8 / Avg: 76.77 / Max: 77.8Min: 49.5 / Avg: 80.89 / Max: 182.7

OpenBenchmarking.orgGFLOPS Per Watt, More Is BetterclpeakOpenCL Test: Double-Precision DoubleRX 580RX 590RX Vega 56RX Vega 642468103.353.506.226.24

OpenBenchmarking.orgCelsius, Fewer Is BetterclpeakGPU Temperature MonitorRX 580RX 590RX Vega 56RX Vega 641326395265Min: 32 / Avg: 39.04 / Max: 50Min: 36 / Avg: 41.8 / Max: 54Min: 35 / Avg: 42.72 / Max: 57Min: 36 / Avg: 47.48 / Max: 66

OpenBenchmarking.orgWatts, Fewer Is BetterclpeakSystem Power Consumption MonitorRX 580RX 590RX Vega 56RX Vega 6460120180240300Min: 69.5 / Avg: 116.89 / Max: 196.7Min: 77.7 / Avg: 124.39 / Max: 220.8Min: 47.5 / Avg: 112.24 / Max: 264.2Min: 63.8 / Avg: 133.52 / Max: 322.1

OpenBenchmarking.orgGIOPS Per Watt, More Is BetterclpeakOpenCL Test: Integer Compute INTRX 580RX 590RX Vega 56RX Vega 6461218243011.4412.0922.4323.68

OpenBenchmarking.orgCelsius, Fewer Is BetterclpeakGPU Temperature MonitorRX 580RX 590RX Vega 56RX Vega 641122334455Min: 34 / Avg: 37.71 / Max: 50Min: 38 / Avg: 41.36 / Max: 56Min: 40 / Avg: 43.74 / Max: 49Min: 42 / Avg: 46.65 / Max: 57

OpenBenchmarking.orgWatts, Fewer Is BetterclpeakSystem Power Consumption MonitorRX 580RX 590RX Vega 56RX Vega 6460120180240300Min: 71 / Avg: 109.44 / Max: 203.5Min: 79.2 / Avg: 117.14 / Max: 233.2Min: 49.1 / Avg: 89.06 / Max: 257.9Min: 52.7 / Avg: 104.67 / Max: 335.3

OpenBenchmarking.orgGBPS Per Watt, More Is BetterclpeakOpenCL Test: Transfer Bandwidth enqueueWriteBufferRX 580RX 590RX Vega 56RX Vega 640.13280.26560.39840.53120.6640.450.420.590.56

OpenBenchmarking.orgCelsius, Fewer Is BetterclpeakGPU Temperature MonitorRX 580RX 590RX Vega 56RX Vega 641020304050Min: 32 / Avg: 33.27 / Max: 37Min: 35 / Avg: 37.05 / Max: 40Min: 35 / Avg: 38.05 / Max: 43Min: 36 / Avg: 40.64 / Max: 48

OpenBenchmarking.orgWatts, Fewer Is BetterclpeakSystem Power Consumption MonitorRX 580RX 590RX Vega 56RX Vega 6420406080100Min: 70.1 / Avg: 99 / Max: 100.8Min: 78.6 / Avg: 105.13 / Max: 109.6Min: 48.2 / Avg: 76.77 / Max: 79.1Min: 51.4 / Avg: 79.27 / Max: 81.1

OpenBenchmarking.orgGBPS Per Watt, More Is BetterclpeakOpenCL Test: Transfer Bandwidth enqueueReadBufferRX 580RX 590RX Vega 56RX Vega 640.04950.0990.14850.1980.24750.160.150.220.21

OpenBenchmarking.orgCelsius, Fewer Is BetterclpeakGPU Temperature MonitorRX 580RX 590RX Vega 56RX Vega 64816243240Min: 31 / Avg: 31.18 / Max: 32Min: 35 / Avg: 35.21 / Max: 36Min: 33 / Avg: 33.73 / Max: 35Min: 32 / Avg: 33.85 / Max: 36

OpenBenchmarking.orgWatts, Fewer Is BetterclpeakSystem Power Consumption MonitorRX 580RX 590RX Vega 56RX Vega 6420406080100Min: 69.5 / Avg: 98.49 / Max: 101Min: 78.6 / Avg: 105.05 / Max: 110.7Min: 73.9 / Avg: 77.01 / Max: 77.7Min: 49.9 / Avg: 78.27 / Max: 81

OpenBenchmarking.orgCelsius, Fewer Is BetterclpeakGPU Temperature MonitorRX 580RX 590RX Vega 56RX Vega 64816243240Min: 31 / Avg: 31.03 / Max: 32Min: 35 / Avg: 35.11 / Max: 38Min: 32 / Avg: 32.61 / Max: 34Min: 32 / Avg: 32.11 / Max: 33

OpenBenchmarking.orgWatts, Fewer Is BetterclpeakSystem Power Consumption MonitorRX 580RX 590RX Vega 56RX Vega 6420406080100Min: 69.7 / Avg: 98.35 / Max: 99.6Min: 78.8 / Avg: 105.05 / Max: 110.8Min: 47.4 / Avg: 76.29 / Max: 77.6Min: 59.1 / Avg: 78.52 / Max: 79.5

SHOC Scalable HeterOgeneous Computing

OpenBenchmarking.orgCelsius, Fewer Is BetterSHOC Scalable HeterOgeneous Computing 2015-11-10GPU Temperature Monitor