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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Result
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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  35 Minutes

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NVIDIA vs. Radeon OpenCL Linux GPU ComputeProcessorMotherboardChipsetMemoryDiskGraphicsAudioMonitorNetworkOSKernelDesktopDisplay ServerDisplay DriverOpenGLOpenCLVulkanCompilerFile-SystemScreen ResolutionGTX 1080GTX 1070GTX 1070 TiGTX 1080 TiTITAN RTXRTX 2080 TiRTX 2080RTX 2060RTX 2070GTX 1060RX Vega 64RX Vega 56RX 580RX 590amdoclIntel 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 1080 8GB (1607/5005MHz)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 Ti 11GB (1480/5508MHz)NVIDIA TITAN RTX 24GB (1350/7000MHz)NVIDIA GeForce RTX 2080 Ti 11GB (1350/7000MHz)Zotac NVIDIA GeForce RTX 2080 8GB (1515/7000MHz)NVIDIA GeForce RTX 2060 6GB (1365/7000MHz)ASUS NVIDIA GeForce RTX 2070 8GB (1410/7000MHz)NVIDIA GeForce GTX 1060 6GB (1506/4006MHz)AMD Radeon RX 64 8GB (1630/945MHz)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)1.1.90AMD Radeon RX 64 8GB (1590/800MHz)MSI AMD Radeon RX 470/480/570/570X/580/580X 8GB (1366/2000MHz)Sapphire AMD Radeon RX 470/480/570/570X/580/580X 8GB (1560/2100MHz)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 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 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 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- 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- 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 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- 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- 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- 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 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- 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 1080: Scaling Governor: intel_pstate performance- GTX 1070: Scaling Governor: intel_pstate performance- GTX 1070 Ti: Scaling Governor: intel_pstate performance- GTX 1080 Ti: Scaling Governor: intel_pstate performance- TITAN RTX: Scaling Governor: intel_pstate performance- RTX 2080 Ti: Scaling Governor: intel_pstate performance- RTX 2080: Scaling Governor: intel_pstate performance- RTX 2060: Scaling Governor: intel_pstate performance- RTX 2070: Scaling Governor: intel_pstate performance- GTX 1060: Scaling Governor: intel_pstate performance- RX Vega 64: Scaling Governor: intel_pstate performance- RX Vega 56: Scaling Governor: intel_pstate performance- RX 580: Scaling Governor: intel_pstate performance- RX 590: Scaling Governor: intel_pstate performance- amdocl: Scaling Governor: acpi-cpufreq schedutilOpenCL Details- GTX 1080: GPU Compute Cores: 2560- GTX 1070: GPU Compute Cores: 1920- GTX 1070 Ti: GPU Compute Cores: 2432- GTX 1080 Ti: GPU Compute Cores: 3584- TITAN RTX: GPU Compute Cores: 4608- RTX 2080 Ti: GPU Compute Cores: 4352- RTX 2080: GPU Compute Cores: 2944- RTX 2060: GPU Compute Cores: 1920- RTX 2070: GPU Compute Cores: 2304- GTX 1060: GPU Compute Cores: 1280Python Details- GTX 1080: 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 Ti: Python 2.7.15+ + Python 3.6.7- TITAN RTX: Python 2.7.15+ + Python 3.6.7- RTX 2080 Ti: Python 2.7.15+ + Python 3.6.7- RTX 2080: 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- GTX 1060: Python 2.7.15+ + Python 3.6.7- RX Vega 64: Python 2.7.15+ + Python 3.6.7- RX Vega 56: 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- amdocl: Python 3.7.2Security Details- GTX 1080: __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 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- RTX 2080 Ti: __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 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- GTX 1060: __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- RX Vega 56: __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- 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 1080GTX 1070GTX 1070 TiGTX 1080 TiTITAN RTXRTX 2080 TiRTX 2080RTX 2060RTX 2070GTX 1060RX Vega 64RX Vega 56RX 580RX 590amdoclResult OverviewPhoronix Test Suite100%203%306%409%LeelaChessZeroLuxMarkcl-memPlaidMLSHOC Scalable HeterOgeneous ComputingclpeakJuliaGPU

NVIDIA vs. Radeon OpenCL Linux GPU Computeplaidml: Yes - Inference - Mobilenet - OpenCLplaidml: Yes - Inference - Inception V3 - OpenCLplaidml: No - Inference - VGG16 - OpenCLplaidml: Yes - Inference - VGG16 - OpenCLplaidml: No - Training - Mobilenet - OpenCLplaidml: Yes - Inference - ResNet 50 - OpenCLplaidml: No - Inference - Mobilenet - OpenCLplaidml: No - Inference - ResNet 50 - OpenCLplaidml: No - Inference - IMDB LSTM - OpenCLplaidml: No - Training - IMDB LSTM - OpenCLplaidml: No - Inference - Inception V3 - OpenCLcl-mem: Readshoc: OpenCL - Triadcl-mem: Copycl-mem: Writeshoc: OpenCL - Texture Read Bandwidthclpeak: Global Memory Bandwidthclpeak: Transfer Bandwidth enqueueReadBufferclpeak: Transfer Bandwidth enqueueWriteBufferclpeak: Single-Precision Floatclpeak: Double-Precision Doubleshoc: OpenCL - FFT SPshoc: OpenCL - MD5 Hashclpeak: Integer Compute INTlczero: OpenCLjuliagpu: GPUluxmark: GPU - Luxball HDRdarktable: Boat - OpenCLdarktable: Masskrug - OpenCLdarktable: Server Room - OpenCLdarktable: Server Rack - OpenCLdarktable: Boat - OpenCLdarktable: Masskrug - OpenCLdarktable: Server Room - OpenCLdarktable: Server Rack - OpenCLclpeak: Kernel LatencyGTX 1080GTX 1070GTX 1070 TiGTX 1080 TiTITAN RTXRTX 2080 TiRTX 2080RTX 2060RTX 2070GTX 1060RX Vega 64RX Vega 56RX 580RX 590amdocl68613214313910326480129225916713322912.3020921652722211.3412.59793429757514.1923981750239131324138032.723.971.100.133.7766411712912610723776425722815611620512.1918719244719611.3312.60587822445310.4716811430218172062172872.893.921.100.123.6464512013112810323775526222415311820512.1918719043319711.1512.55677624250111.6320681478221548016167762.934.011.160.133.9277416718919412533488333933018716733712.5131733659632911.2912.571085341597219.6832632333265162875216822.263.871.030.123.99977215289264160474133655661024422956512.68483489115852511.1612.5816386540155336.28148483275303665447460221.643.690.740.103.85971211273250156458129153760524622554412.68454439117350511.2912.5915352519144535.13149063107300922241427871.643.690.750.103.83893168203192133354104540045721617239212.57327323112136811.1312.5210270343108323.7499522259278829238291461.923.780.810.113.6577913415014811328286330934718813329612.43247245102427611.2912.60663023180315.8767051484251611989213562.223.820.820.113.65830157189179132333100837638219815639212.57330313107736511.2512.48796826698818.4277801729265682046295321.933.680.750.103.6455288.8594.0894.6286.9418359219418013486.1115311.9313813941114511.1512.5442391512977.281252899183782626122563.664.171.310.133.78587120.03137.62119.9974.31213835270279184119.061597.5422235642536216.2244.311246983392216.3924798563661594383256513.725.324.210.176.96575109.03120.44106.6671.23195720228263178106.651517.5520430535531716.6344.971035769892712.7019977583464840643107913.475.284.180.177.0156376.5965.1860.9842.0412841413319313069.051629.1018417921120615.8444.9762023925478.0512526402830788511527113.545.304.180.174.9759982.7168.6964.0445.6113745314221814475.411789.3619318524121715.9244.1970694365709.1614166833026234401722113.965.454.280.174.69498116.49120.11108.3675.09215781262270159138.7434012.4430932536931815.7937.971059168989512.9519611189312792565281402.724.810.750.0933.79OpenBenchmarking.org

GPU Temperature Monitor

OpenBenchmarking.orgCelsiusGPU Temperature MonitorPhoronix Test Suite System MonitoringRTX 2070RTX 2060RTX 2080RTX 2080 TiTITAN RTXGTX 1080 TiGTX 1070 TiGTX 1070GTX 10801632486480Min: 32 / Avg: 56.83 / Max: 74Min: 37 / Avg: 55.81 / Max: 70Min: 48 / Avg: 67.06 / Max: 83Min: 43 / Avg: 61.88 / Max: 77Min: 33 / Avg: 62.56 / Max: 79Min: 39 / Avg: 66.36 / Max: 82Min: 38 / Avg: 45.88 / Max: 53Min: 32 / Avg: 61.66 / Max: 76Min: 31 / Avg: 60.14 / Max: 74

OpenBenchmarking.orgCelsiusGPU Temperature MonitorPhoronix Test Suite System MonitoringRX 590RX 580RX Vega 56RX Vega 641428425670Min: 35 / Avg: 46.18 / Max: 73Min: 26 / Avg: 39.71 / Max: 61Min: 28 / Avg: 47.45 / Max: 74Min: 45 / Avg: 52.93 / Max: 65

System Power Consumption Monitor

OpenBenchmarking.orgWattsSystem Power Consumption MonitorPhoronix Test Suite System MonitoringRTX 2070RTX 2060RTX 2080RTX 2080 TiTITAN RTXGTX 1080 TiGTX 1070 TiGTX 1070GTX 108070140210280350Min: 43.9 / Avg: 160.13 / Max: 317.6Min: 42.5 / Avg: 144.37 / Max: 300.1Min: 46 / Avg: 176.62 / Max: 334.5Min: 47.2 / Avg: 220.83 / Max: 367.7Min: 49.4 / Avg: 228.34 / Max: 363.1Min: 47.2 / Avg: 198.85 / Max: 370.3Min: 47.2 / Avg: 123.43 / Max: 255.8Min: 42.3 / Avg: 142.19 / Max: 280.5Min: 40.2 / Avg: 143.79 / Max: 318.2

OpenBenchmarking.orgWattsSystem Power Consumption MonitorPhoronix Test Suite System MonitoringRX 590RX 580RX Vega 56RX Vega 6450100150200250Min: 75 / Avg: 138.2 / Max: 253.3Min: 69 / Avg: 125.65 / Max: 229.5Min: 47.1 / Avg: 125.63 / Max: 271.3Min: 49.7 / Avg: 129.09 / Max: 305.4

PlaidML

OpenBenchmarking.orgExamples Per Second Per Watt, More Is BetterPlaidMLFP16: Yes - Mode: Inference - Network: Mobilenet - Device: OpenCLRX 590RX 580RX Vega 56RX Vega 64GTX 1060RTX 2070RTX 2060RTX 2080RTX 2080 TiTITAN RTXGTX 1080 TiGTX 1070 TiGTX 1070GTX 108036912154.745.146.238.485.128.876.416.8210.288.825.196.577.227.34

OpenBenchmarking.orgExamples Per Second, More Is BetterPlaidMLFP16: Yes - Mode: Inference - Network: Mobilenet - Device: OpenCLamdoclRX 590RX 580RX Vega 56RX Vega 64GTX 1060RTX 2070RTX 2060RTX 2080RTX 2080 TiTITAN RTXGTX 1080 TiGTX 1070 TiGTX 1070GTX 10802004006008001000SE +/- 5.20, N = 3SE +/- 1.00, N = 3SE +/- 1.03, N = 3SE +/- 6.73, N = 3SE +/- 9.53, N = 3SE +/- 0.87, N = 3SE +/- 1.07, N = 3SE +/- 1.27, N = 3SE +/- 1.63, N = 3SE +/- 2.70, N = 3SE +/- 3.45, N = 3SE +/- 3.70, N = 3SE +/- 3.15, N = 3SE +/- 4.06, N = 3SE +/- 5.02, N = 3498599563575587552830779893971977774645664686

OpenBenchmarking.orgExamples Per Second, More Is BetterPlaidMLFP16: Yes - Mode: Inference - Network: Inception V3 - Device: OpenCLamdoclRX 590RX 580RX Vega 56RX Vega 64GTX 1060RTX 2070RTX 2060RTX 2080RTX 2080 TiTITAN RTXGTX 1080 TiGTX 1070 TiGTX 1070GTX 108050100150200250SE +/- 0.34, N = 3SE +/- 0.11, N = 3SE +/- 0.04, N = 3SE +/- 0.06, N = 3SE +/- 0.02, N = 3SE +/- 0.05, N = 3SE +/- 0.18, N = 3SE +/- 0.44, N = 3SE +/- 0.40, N = 3SE +/- 0.48, N = 3SE +/- 1.30, N = 3SE +/- 0.58, N = 3SE +/- 0.30, N = 3SE +/- 0.07, N = 3SE +/- 0.07, N = 3116.4982.7176.59109.03120.0388.85157.00134.00168.00211.00215.00167.00120.00117.00132.00

OpenBenchmarking.orgExamples Per Second, More Is BetterPlaidMLFP16: No - Mode: Inference - Network: VGG16 - Device: OpenCLamdoclRX 590RX 580RX Vega 56RX Vega 64GTX 1060RTX 2070RTX 2060RTX 2080RTX 2080 TiTITAN RTXGTX 1080 TiGTX 1070 TiGTX 1070GTX 108060120180240300SE +/- 0.04, N = 3SE +/- 0.01, N = 3SE +/- 0.05, N = 3SE +/- 0.18, N = 3SE +/- 0.11, N = 3SE +/- 0.04, N = 3SE +/- 0.27, N = 3SE +/- 0.16, N = 3SE +/- 0.17, N = 3SE +/- 0.36, N = 3SE +/- 0.72, N = 3SE +/- 0.12, N = 3SE +/- 0.01, N = 3SE +/- 0.04, N = 3SE +/- 0.06, N = 3120.1168.6965.18120.44137.6294.08189.00150.00203.00273.00289.00189.00131.00129.00143.00

OpenBenchmarking.orgExamples Per Second Per Watt, More Is BetterPlaidMLFP16: Yes - Mode: Inference - Network: Inception V3 - Device: OpenCLRX 590RX 580RX Vega 56RX Vega 64GTX 1060RTX 2070RTX 2060RTX 2080RTX 2080 TiTITAN RTXGTX 1080 TiGTX 1070 TiGTX 1070GTX 10800.2880.5760.8641.1521.440.510.520.740.660.671.070.921.081.121.280.820.900.760.78

OpenBenchmarking.orgExamples Per Second, More Is BetterPlaidMLFP16: Yes - Mode: Inference - Network: VGG16 - Device: OpenCLamdoclRX 590RX 580RX Vega 56RX Vega 64GTX 1060RTX 2070RTX 2060RTX 2080RTX 2080 TiTITAN RTXGTX 1080 TiGTX 1070 TiGTX 1070GTX 108060120180240300SE +/- 0.55, N = 3SE +/- 0.01, N = 3SE +/- 0.02, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.03, N = 3SE +/- 0.26, N = 3SE +/- 0.15, N = 3SE +/- 0.32, N = 3SE +/- 0.20, N = 3SE +/- 0.43, N = 3SE +/- 0.32, N = 3SE +/- 0.06, N = 3SE +/- 0.12, N = 3SE +/- 0.09, N = 3108.3664.0460.98106.66119.9994.62179.00148.00192.00250.00264.00194.00128.00126.00139.00

OpenBenchmarking.orgExamples Per Second, More Is BetterPlaidMLFP16: No - Mode: Training - Network: Mobilenet - Device: OpenCLamdoclRX 590RX 580RX Vega 56RX Vega 64GTX 1060RTX 2070RTX 2060RTX 2080RTX 2080 TiTITAN RTXGTX 1080 TiGTX 1070 TiGTX 1070GTX 10804080120160200SE +/- 0.10, N = 3SE +/- 0.02, N = 3SE +/- 0.04, N = 3SE +/- 0.03, N = 3SE +/- 0.17, N = 3SE +/- 0.03, N = 3SE +/- 0.18, N = 3SE +/- 0.11, N = 3SE +/- 0.21, N = 3SE +/- 0.10, N = 3SE +/- 0.19, N = 3SE +/- 0.18, N = 3SE +/- 0.03, N = 3SE +/- 0.15, N = 3SE +/- 0.07, N = 375.0945.6142.0471.2374.3186.94132.00113.00133.00156.00160.00125.00103.00107.00103.00

OpenBenchmarking.orgExamples Per Second Per Watt, More Is BetterPlaidMLFP16: Yes - Mode: Inference - Network: ResNet 50 - Device: OpenCLRX 590RX 580RX Vega 56RX Vega 64GTX 1060RTX 2070RTX 2060RTX 2080RTX 2080 TiTITAN RTXGTX 1080 TiGTX 1070 TiGTX 1070GTX 10800.66381.32761.99142.65523.3190.890.911.381.241.492.511.962.392.952.921.782.081.761.62

OpenBenchmarking.orgExamples Per Second Per Watt, More Is BetterPlaidMLFP16: Yes - Mode: Inference - Network: VGG16 - Device: OpenCLRX 590RX 580RX Vega 56RX Vega 64GTX 1060RTX 2070RTX 2060RTX 2080RTX 2080 TiTITAN RTXGTX 1080 TiGTX 1070 TiGTX 1070GTX 10800.33750.6751.01251.351.68750.390.410.700.550.721.271.081.211.381.501.081.020.920.80

OpenBenchmarking.orgExamples Per Second, More Is BetterPlaidMLFP16: Yes - Mode: Inference - Network: ResNet 50 - Device: OpenCLamdoclRX 590RX 580RX Vega 56RX Vega 64GTX 1060RTX 2070RTX 2060RTX 2080RTX 2080 TiTITAN RTXGTX 1080 TiGTX 1070 TiGTX 1070GTX 1080100200300400500SE +/- 2.54, N = 3SE +/- 0.04, N = 3SE +/- 0.01, N = 3SE +/- 0.07, N = 3SE +/- 0.13, N = 3SE +/- 0.17, N = 3SE +/- 0.76, N = 3SE +/- 0.26, N = 3SE +/- 0.40, N = 3SE +/- 1.03, N = 3SE +/- 1.16, N = 3SE +/- 0.34, N = 3SE +/- 0.16, N = 3SE +/- 0.38, N = 3SE +/- 0.24, N = 3215137128195213183333282354458474334237237264

OpenBenchmarking.orgExamples Per Second, More Is BetterPlaidMLFP16: No - Mode: Inference - Network: Mobilenet - Device: OpenCLamdoclRX 590RX 580RX Vega 56RX Vega 64GTX 1060RTX 2070RTX 2060RTX 2080RTX 2080 TiTITAN RTXGTX 1080 TiGTX 1070 TiGTX 1070GTX 108030060090012001500SE +/- 2.78, N = 3SE +/- 0.24, N = 3SE +/- 0.26, N = 3SE +/- 9.70, N = 3SE +/- 7.40, N = 3SE +/- 3.04, N = 3SE +/- 1.43, N = 3SE +/- 1.86, N = 3SE +/- 0.31, N = 3SE +/- 1.39, N = 3SE +/- 3.01, N = 3SE +/- 4.51, N = 3SE +/- 0.31, N = 3SE +/- 1.02, N = 3SE +/- 0.61, N = 37814534147208355921008863104512911336883755764801

OpenBenchmarking.orgExamples Per Second, More Is BetterPlaidMLFP16: No - Mode: Inference - Network: ResNet 50 - Device: OpenCLamdoclRX 590RX 580RX Vega 56RX Vega 64GTX 1060RTX 2070RTX 2060RTX 2080RTX 2080 TiTITAN RTXGTX 1080 TiGTX 1070 TiGTX 1070GTX 1080120240360480600SE +/- 0.31, N = 3SE +/- 0.07, N = 3SE +/- 0.04, N = 3SE +/- 2.52, N = 3SE +/- 1.40, N = 3SE +/- 0.11, N = 3SE +/- 0.33, N = 3SE +/- 0.26, N = 3SE +/- 0.45, N = 3SE +/- 0.31, N = 3SE +/- 1.67, N = 3SE +/- 0.55, N = 3SE +/- 0.24, N = 3SE +/- 0.45, N = 3SE +/- 0.41, N = 3262142133228270194376309400537556339262257292

OpenBenchmarking.orgExamples Per Second, More Is BetterPlaidMLFP16: No - Mode: Inference - Network: IMDB LSTM - Device: OpenCLamdoclRX 590RX 580RX Vega 56RX Vega 64GTX 1060RTX 2070RTX 2060RTX 2080RTX 2080 TiTITAN RTXGTX 1080 TiGTX 1070 TiGTX 1070GTX 1080130260390520650SE +/- 0.46, N = 3SE +/- 0.63, N = 3SE +/- 0.23, N = 3SE +/- 0.20, N = 3SE +/- 1.42, N = 3SE +/- 0.33, N = 3SE +/- 0.60, N = 3SE +/- 0.31, N = 3SE +/- 1.09, N = 3SE +/- 2.13, N = 3SE +/- 0.76, N = 3SE +/- 0.59, N = 3SE +/- 0.19, N = 3SE +/- 0.21, N = 3SE +/- 0.45, N = 3270218193263279180382347457605610330224228259

OpenBenchmarking.orgExamples Per Second Per Watt, More Is BetterPlaidMLFP16: No - Mode: Training - Network: Mobilenet - Device: OpenCLRX 590RX 580RX Vega 56RX Vega 64GTX 1060RTX 2070RTX 2060RTX 2080RTX 2080 TiTITAN RTXGTX 1080 TiGTX 1070 TiGTX 1070GTX 10800.25430.50860.76291.01721.27150.340.350.570.480.871.091.021.011.130.981.031.030.850.67

OpenBenchmarking.orgExamples Per Second Per Watt, More Is BetterPlaidMLFP16: No - Mode: Training - Network: IMDB LSTM - Device: OpenCLRX 590RX 580RX Vega 56RX Vega 64GTX 1060RTX 2070RTX 2060RTX 2080RTX 2080 TiTITAN RTXGTX 1080 TiGTX 1070 TiGTX 1070GTX 10800.36450.7291.09351.4581.82250.950.891.071.111.081.561.621.561.541.601.141.241.141.14

OpenBenchmarking.orgExamples Per Second Per Watt, More Is BetterPlaidMLFP16: No - Mode: Inference - Network: Mobilenet - Device: OpenCLRX 590RX 580RX Vega 56RX Vega 64GTX 1060RTX 2070RTX 2060RTX 2080RTX 2080 TiTITAN RTXGTX 1080 TiGTX 1070 TiGTX 1070GTX 108036912153.293.625.827.477.728.709.0010.678.456.677.028.067.125.42

OpenBenchmarking.orgExamples Per Second Per Watt, More Is BetterPlaidMLFP16: No - Mode: Inference - Network: Inception V3 - Device: OpenCLRX 590RX 580RX Vega 56RX Vega 64GTX 1060RTX 2070RTX 2060RTX 2080RTX 2080 TiTITAN RTXGTX 1080 TiGTX 1070 TiGTX 1070GTX 10800.27230.54460.81691.08921.36150.420.440.620.690.610.980.841.031.211.190.810.830.740.79

OpenBenchmarking.orgExamples Per Second Per Watt, More Is BetterPlaidMLFP16: No - Mode: Inference - Network: ResNet 50 - Device: OpenCLRX 590RX 580RX Vega 56RX Vega 64GTX 1060RTX 2070RTX 2060RTX 2080RTX 2080 TiTITAN RTXGTX 1080 TiGTX 1070 TiGTX 1070GTX 10800.69981.39962.09942.79923.4990.880.921.511.521.592.442.302.513.112.861.821.941.771.92

OpenBenchmarking.orgExamples Per Second, More Is BetterPlaidMLFP16: No - Mode: Training - Network: IMDB LSTM - Device: OpenCLamdoclRX 590RX 580RX Vega 56RX Vega 64GTX 1060RTX 2070RTX 2060RTX 2080RTX 2080 TiTITAN RTXGTX 1080 TiGTX 1070 TiGTX 1070GTX 108050100150200250SE +/- 0.57, N = 3SE +/- 0.19, N = 3SE +/- 0.25, N = 3SE +/- 0.24, N = 3SE +/- 0.19, N = 3SE +/- 0.17, N = 3SE +/- 0.82, N = 3SE +/- 0.38, N = 3SE +/- 0.27, N = 3SE +/- 0.72, N = 3SE +/- 0.96, N = 3SE +/- 0.49, N = 3SE +/- 0.03, N = 3SE +/- 0.50, N = 3SE +/- 0.60, N = 3159144130178184134198188216246244187153156167

OpenBenchmarking.orgExamples Per Second, More Is BetterPlaidMLFP16: No - Mode: Inference - Network: Inception V3 - Device: OpenCLamdoclRX 590RX 580RX Vega 56RX Vega 64GTX 1060RTX 2070RTX 2060RTX 2080RTX 2080 TiTITAN RTXGTX 1080 TiGTX 1070 TiGTX 1070GTX 108050100150200250SE +/- 0.24, N = 3SE +/- 0.06, N = 3SE +/- 0.11, N = 3SE +/- 0.00, N = 3SE +/- 0.40, N = 3SE +/- 0.03, N = 3SE +/- 0.02, N = 3SE +/- 0.07, N = 3SE +/- 0.13, N = 3SE +/- 0.38, N = 3SE +/- 0.53, N = 3SE +/- 0.28, N = 3SE +/- 0.18, N = 3SE +/- 0.07, N = 3SE +/- 0.08, N = 3138.7475.4169.05106.65119.0686.11156.00133.00172.00225.00229.00167.00118.00116.00133.00

OpenBenchmarking.orgExamples Per Second Per Watt, More Is BetterPlaidMLFP16: No - Mode: Inference - Network: IMDB LSTM - Device: OpenCLRX 590RX 580RX Vega 56RX Vega 64GTX 1060RTX 2070RTX 2060RTX 2080RTX 2080 TiTITAN RTXGTX 1080 TiGTX 1070 TiGTX 1070GTX 10800.77181.54362.31543.08723.8591.221.411.811.321.283.022.763.373.053.431.701.761.461.47

OpenBenchmarking.orgExamples Per Second Per Watt, More Is BetterPlaidMLFP16: No - Mode: Inference - Network: VGG16 - Device: OpenCLRX 590RX 580RX Vega 56RX Vega 64GTX 1060RTX 2070RTX 2060RTX 2080RTX 2080 TiTITAN RTXGTX 1080 TiGTX 1070 TiGTX 1070GTX 10800.29030.58060.87091.16121.45150.370.400.640.640.651.030.901.081.281.290.820.890.790.79

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: ReadamdoclRX 590RX 580RX Vega 56RX Vega 64GTX 1060RTX 2070RTX 2060RTX 2080RTX 2080 TiTITAN RTXGTX 1080 TiGTX 1070 TiGTX 1070GTX 1080120240360480600SE +/- 0.54, N = 3SE +/- 0.58, N = 3SE +/- 0.15, N = 3SE +/- 0.06, N = 3SE +/- 0.18, N = 3SE +/- 0.17, N = 3SE +/- 1.98, N = 3SE +/- 0.15, N = 3SE +/- 1.81, N = 3SE +/- 0.50, N = 3SE +/- 0.38, N = 3SE +/- 0.52, N = 3SE +/- 0.27, N = 3SE +/- 0.09, N = 3SE +/- 0.18, N = 33401781621511591533922963925445653372052052291. (CC) gcc options: -O2 -flto -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: TriadamdoclRX 590RX 580RX Vega 56RX Vega 64GTX 1060RTX 2070RTX 2060RTX 2080RTX 2080 TiTITAN RTXGTX 1080 TiGTX 1070 TiGTX 1070GTX 10803691215SE +/- 0.02, N = 3SE +/- 0.21, N = 3SE +/- 0.00, N = 3SE +/- 0.10, N = 3SE +/- 0.04, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 312.449.369.107.557.5411.9312.5712.4312.5712.6812.6812.5112.1912.1912.301. (CXX) g++ options: -O2 -lSHOCCommonMPI -lSHOCCommonOpenCL -lSHOCCommon -lOpenCL -lrt -pthread -lmpi_cxx -lmpi

cl-mem

OpenBenchmarking.orgGB/s Per Watt, More Is Bettercl-mem 2017-01-13Benchmark: ReadRX 590RX 580RX Vega 56RX Vega 64GTX 1060RTX 2070RTX 2060RTX 2080TITAN RTXGTX 1080 TiGTX 1070 TiGTX 1070GTX 10800.81451.6292.44353.2584.07251.011.120.990.751.332.692.342.653.622.091.691.591.54

OpenBenchmarking.orgGB/s Per Watt, More Is Bettercl-mem 2017-01-13Benchmark: WriteRX 590RX 580RX Vega 56RX Vega 64GTX 1060RTX 2070RTX 2060RTX 2080RTX 2080 TiTITAN RTXGTX 1080 TiGTX 1070 TiGTX 1070GTX 10800.63681.27361.91042.54723.1841.151.211.331.861.422.251.872.502.832.571.541.521.401.53

OpenBenchmarking.orgGB/s Per Watt, More Is Bettercl-mem 2017-01-13Benchmark: CopyRX 590RX 580RX Vega 56RX Vega 64GTX 1060RTX 2060RTX 2080GTX 1080 TiGTX 1070 TiGTX 1070GTX 10800.51981.03961.55942.07922.5990.971.301.001.121.282.222.312.271.651.411.76

OpenBenchmarking.orgGB/s, More Is Bettercl-mem 2017-01-13Benchmark: CopyamdoclRX 590RX 580RX Vega 56RX Vega 64GTX 1060RTX 2070RTX 2060RTX 2080RTX 2080 TiTITAN RTXGTX 1080 TiGTX 1070 TiGTX 1070GTX 1080100200300400500SE +/- 0.12, N = 3SE +/- 0.03, N = 3SE +/- 0.00, N = 3SE +/- 0.20, N = 3SE +/- 0.06, N = 3SE +/- 0.15, N = 3SE +/- 0.18, N = 3SE +/- 0.18, N = 3SE +/- 0.35, N = 3SE +/- 0.23, N = 3SE +/- 0.64, N = 3SE +/- 0.17, N = 3SE +/- 0.29, N = 3SE +/- 0.07, N = 3SE +/- 0.06, N = 33091931842042221383302473274544833171871872091. (CC) gcc options: -O2 -flto -lOpenCL

SHOC Scalable HeterOgeneous Computing

OpenBenchmarking.orgGB/s Per Watt, More Is BetterSHOC Scalable HeterOgeneous Computing 2015-11-10Target: OpenCL - Benchmark: Texture Read BandwidthRX 590RX 580RX Vega 56RX Vega 64GTX 1060RTX 2070RTX 2060RTX 2080RTX 2080 TiTITAN RTXGTX 1080 TiGTX 1070 TiGTX 1070GTX 10802468101.501.612.041.863.906.886.435.974.984.733.303.543.423.91

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: WriteamdoclRX 590RX 580RX Vega 56RX Vega 64GTX 1060RTX 2070RTX 2060RTX 2080RTX 2080 TiTITAN RTXGTX 1080 TiGTX 1070 TiGTX 1070GTX 1080110220330440550SE +/- 0.27, N = 3SE +/- 0.10, N = 3SE +/- 0.33, N = 3SE +/- 0.32, N = 3SE +/- 11.23, N = 3SE +/- 0.19, N = 3SE +/- 0.59, N = 3SE +/- 0.95, N = 3SE +/- 0.73, N = 3SE +/- 1.92, N = 3SE +/- 2.45, N = 3SE +/- 0.09, N = 3SE +/- 0.30, N = 3SE +/- 0.07, N = 3SE +/- 0.09, N = 33251851793053561393132453234394893361901922161. (CC) gcc options: -O2 -flto -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 BandwidthamdoclRX 590RX 580RX Vega 56RX Vega 64GTX 1060RTX 2070RTX 2060RTX 2080RTX 2080 TiTITAN RTXGTX 1080 TiGTX 1070 TiGTX 1070GTX 108030060090012001500SE +/- 1.03, N = 3SE +/- 1.57, N = 3SE +/- 1.47, N = 3SE +/- 0.86, N = 3SE +/- 0.60, N = 3SE +/- 1.03, N = 3SE +/- 1.24, N = 3SE +/- 0.24, N = 3SE +/- 2.94, N = 3SE +/- 1.02, N = 3SE +/- 3.52, N = 3SE +/- 1.91, N = 3SE +/- 0.80, N = 3SE +/- 0.82, N = 3SE +/- 0.28, N = 3369241211355425411107710241121117311585964334475271. (CXX) g++ options: -O2 -lSHOCCommonMPI -lSHOCCommonOpenCL -lSHOCCommon -lOpenCL -lrt -pthread -lmpi_cxx -lmpi

clpeak

OpenBenchmarking.orgGBPS, More Is BetterclpeakOpenCL Test: Global Memory BandwidthamdoclRX 590RX 580RX Vega 56RX Vega 64GTX 1060RTX 2070RTX 2060RTX 2080RTX 2080 TiTITAN RTXGTX 1080 TiGTX 1070 TiGTX 1070GTX 1080110220330440550SE +/- 0.34, N = 3SE +/- 1.82, N = 3SE +/- 1.46, N = 3SE +/- 0.01, N = 3SE +/- 0.05, N = 3SE +/- 0.95, N = 3SE +/- 2.69, N = 3SE +/- 0.19, N = 3SE +/- 0.37, N = 3SE +/- 0.48, N = 3SE +/- 1.70, N = 3SE +/- 0.68, N = 3SE +/- 0.22, N = 3SE +/- 0.02, N = 3SE +/- 0.05, N = 33182172063173621453652763685055253291971962221. (CXX) g++ options: -O3 -rdynamic -lOpenCL

OpenBenchmarking.orgGBPS, More Is BetterclpeakOpenCL Test: Transfer Bandwidth enqueueReadBufferamdoclRX 590RX 580RX Vega 56RX Vega 64GTX 1060RTX 2070RTX 2060RTX 2080RTX 2080 TiTITAN RTXGTX 1080 TiGTX 1070 TiGTX 1070GTX 108048121620SE +/- 0.13, N = 3SE +/- 0.08, N = 3SE +/- 0.33, N = 3SE +/- 0.08, N = 3SE +/- 0.02, N = 3SE +/- 0.09, N = 3SE +/- 0.04, N = 3SE +/- 0.03, N = 3SE +/- 0.09, N = 3SE +/- 0.01, N = 3SE +/- 0.06, N = 3SE +/- 0.01, N = 3SE +/- 0.05, N = 3SE +/- 0.01, N = 3SE +/- 0.02, N = 315.7915.9215.8416.6316.2211.1511.2511.2911.1311.2911.1611.2911.1511.3311.341. (CXX) g++ options: -O3 -rdynamic -lOpenCL

OpenBenchmarking.orgGBPS Per Watt, More Is BetterclpeakOpenCL Test: Global Memory BandwidthRX 590RX 580RX Vega 56RX Vega 640.92931.85862.78793.71724.64652.022.083.894.13

OpenBenchmarking.orgGBPS Per Watt, More Is BetterclpeakOpenCL Test: Transfer Bandwidth enqueueWriteBufferRX 590RX 580RX Vega 56RX Vega 640.13280.26560.39840.53120.6640.420.450.590.56

OpenBenchmarking.orgGBPS Per Watt, More Is BetterclpeakOpenCL Test: Transfer Bandwidth enqueueReadBufferRX 590RX 580RX Vega 56RX Vega 640.04950.0990.14850.1980.24750.150.160.220.21

OpenBenchmarking.orgGBPS, More Is BetterclpeakOpenCL Test: Transfer Bandwidth enqueueWriteBufferamdoclRX 590RX 580RX Vega 56RX Vega 64GTX 1060RTX 2070RTX 2060RTX 2080RTX 2080 TiTITAN RTXGTX 1080 TiGTX 1070 TiGTX 1070GTX 10801020304050SE +/- 0.42, N = 3SE +/- 0.22, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.04, 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 +/- 0.01, N = 3SE +/- 0.03, N = 3SE +/- 0.01, N = 337.9744.1944.9744.9744.3112.5412.4812.6012.5212.5912.5812.5712.5512.6012.591. (CXX) g++ options: -O3 -rdynamic -lOpenCL

OpenBenchmarking.orgGFLOPS, More Is BetterclpeakOpenCL Test: Single-Precision FloatamdoclRX 590RX 580RX Vega 56RX Vega 64GTX 1060RTX 2070RTX 2060RTX 2080RTX 2080 TiTITAN RTXGTX 1080 TiGTX 1070 TiGTX 1070GTX 10804K8K12K16K20KSE +/- 10.63, N = 3SE +/- 15.75, N = 3SE +/- 1.21, N = 3SE +/- 38.50, N = 3SE +/- 41.13, N = 3SE +/- 3.56, N = 3SE +/- 495.99, N = 3SE +/- 657.16, N = 3SE +/- 732.21, N = 3SE +/- 1065.18, N = 3SE +/- 688.69, N = 3SE +/- 782.31, N = 3SE +/- 14.43, N = 3SE +/- 393.27, N = 3SE +/- 396.02, N = 310591706962021035712469423979686630102701535216386108536776587879341. (CXX) g++ options: -O3 -rdynamic -lOpenCL

OpenBenchmarking.orgGFLOPS, More Is BetterclpeakOpenCL Test: Double-Precision DoubleamdoclRX 590RX 580RX Vega 56RX Vega 64GTX 1060RTX 2070RTX 2060RTX 2080RTX 2080 TiTITAN RTXGTX 1080 TiGTX 1070 TiGTX 1070GTX 10802004006008001000SE +/- 1.18, N = 3SE +/- 0.21, N = 3SE +/- 0.01, N = 3SE +/- 1.26, N = 3SE +/- 1.09, N = 3SE +/- 0.05, N = 3SE +/- 0.72, N = 3SE +/- 0.60, N = 3SE +/- 0.98, N = 3SE +/- 1.25, N = 3SE +/- 1.29, N = 3SE +/- 0.14, N = 3SE +/- 0.24, N = 3SE +/- 0.26, N = 3SE +/- 0.02, N = 36894363926988331512662313435195404152422242971. (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.orgGFLOPS, More Is BetterSHOC Scalable HeterOgeneous Computing 2015-11-10Target: OpenCL - Benchmark: FFT SPamdoclRX 590RX 580RX Vega 56RX Vega 64GTX 1060RTX 2070RTX 2060RTX 2080RTX 2080 TiTITAN RTXGTX 1080 TiGTX 1070 TiGTX 1070GTX 108030060090012001500SE +/- 2.55, N = 3SE +/- 1.04, N = 3SE +/- 0.36, N = 3SE +/- 1.97, N = 3SE +/- 0.34, N = 3SE +/- 2.45, N = 3SE +/- 46.80, N = 3SE +/- 10.50, N = 3SE +/- 6.71, N = 3SE +/- 11.70, N = 3SE +/- 2.67, N = 3SE +/- 2.56, N = 3SE +/- 1.30, N = 3SE +/- 8.74, N = 3SE +/- 1.43, N = 38955705479279222979888031083144515539725014535751. (CXX) g++ options: -O2 -lSHOCCommonMPI -lSHOCCommonOpenCL -lSHOCCommon -lOpenCL -lrt -pthread -lmpi_cxx -lmpi

clpeak

OpenBenchmarking.orgGFLOPS Per Watt, More Is BetterclpeakOpenCL Test: Single-Precision FloatRX 590RX 580RX Vega 56RX Vega 6430609012015066.8761.58135.00154.00

OpenBenchmarking.orgGFLOPS Per Watt, More Is BetterclpeakOpenCL Test: Double-Precision DoubleRX 590RX 580RX Vega 56RX Vega 642468103.503.356.226.24

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.orgGHash/s, More Is BetterSHOC Scalable HeterOgeneous Computing 2015-11-10Target: OpenCL - Benchmark: MD5 HashamdoclRX 590RX 580RX Vega 56RX Vega 64GTX 1060RTX 2070RTX 2060RTX 2080RTX 2080 TiTITAN RTXGTX 1080 TiGTX 1070 TiGTX 1070GTX 1080816243240SE +/- 0.02, N = 3SE +/- 0.02, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.40, N = 3SE +/- 0.35, N = 3SE +/- 0.06, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.02, N = 312.959.168.0512.7016.397.2818.4215.8723.7435.1336.2819.6811.6310.4714.191. (CXX) g++ options: -O2 -lSHOCCommonMPI -lSHOCCommonOpenCL -lSHOCCommon -lOpenCL -lrt -pthread -lmpi_cxx -lmpi

clpeak

OpenBenchmarking.orgGIOPS Per Watt, More Is BetterclpeakOpenCL Test: Integer Compute INTRX 590RX 580RX Vega 56RX Vega 6461218243012.0911.4422.4323.68

OpenBenchmarking.orgGIOPS, More Is BetterclpeakOpenCL Test: Integer Compute INTamdoclRX 590RX 580RX Vega 56RX Vega 64GTX 1060RTX 2070RTX 2060RTX 2080RTX 2080 TiTITAN RTXGTX 1080 TiGTX 1070 TiGTX 1070GTX 10803K6K9K12K15KSE +/- 5.46, N = 3SE +/- 6.53, N = 3SE +/- 0.02, N = 3SE +/- 1.32, N = 3SE +/- 3.01, N = 3SE +/- 38.63, N = 3SE +/- 498.12, N = 3SE +/- 444.77, N = 3SE +/- 679.58, N = 3SE +/- 517.75, N = 3SE +/- 1004.15, N = 3SE +/- 76.28, N = 3SE +/- 6.17, N = 3SE +/- 21.00, N = 3SE +/- 25.25, N = 3196114161252199724791252778067059952149061484832632068168123981. (CXX) g++ options: -O3 -rdynamic -lOpenCL

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: OpenCLamdoclRX 590RX 580RX Vega 56RX Vega 64GTX 1060RTX 2070RTX 2060RTX 2080RTX 2080 TiTITAN RTXGTX 1080 TiGTX 1070 TiGTX 1070GTX 10807001400210028003500SE +/- 16.88, N = 5SE +/- 2.57, N = 3SE +/- 2.68, N = 3SE +/- 2.66, N = 3SE +/- 5.51, N = 3SE +/- 6.27, N = 3SE +/- 20.57, N = 3SE +/- 13.06, N = 3SE +/- 22.18, N = 3SE +/- 20.98, N = 3SE +/- 28.14, N = 3SE +/- 25.14, N = 3SE +/- 13.26, N = 3SE +/- 9.63, N = 3SE +/- 32.06, N = 311896836407588568991729148422593107327523331478143017501. (CXX) g++ options: -lpthread

OpenBenchmarking.orgNodes Per Second Per Watt, More Is BetterLeelaChessZero 0.20.1Backend: OpenCLRX 590RX 580RX Vega 56RX Vega 64GTX 1060RTX 2070RTX 2060RTX 2080RTX 2080 TiTITAN RTXGTX 1080 TiGTX 1070 TiGTX 1070GTX 10805101520253.623.744.382.735.979.277.5710.1315.1022.118.809.457.7711.81

JuliaGPU

OpenBenchmarking.orgSamples/sec Per Watt, More Is BetterJuliaGPU 1.2pts1OpenCL Device: GPURX 590RX 580RX Vega 56RX Vega 64GTX 1060RTX 2070RTX 2060RTX 2080RTX 2080 TiTITAN RTXGTX 1080 TiGTX 1070 TiGTX 1070GTX 10801.1M2.2M3.3M4.4M5.5M21240462141832215967651402821629857227906522360542070002204292120424781666119198022918675921882924

OpenBenchmarking.orgSamples/sec, More Is BetterJuliaGPU 1.2pts1OpenCL Device: GPUamdoclRX 590RX 580RX Vega 56RX Vega 64GTX 1060RTX 2070RTX 2060RTX 2080RTX 2080 TiTITAN RTXGTX 1080 TiGTX 1070 TiGTX 1070GTX 108080M160M240M320M400MSE +/- 7293118.99, N = 12SE +/- 366170.21, N = 3SE +/- 570650.48, N = 3SE +/- 834530.58, N = 3SE +/- 419189.48, N = 3SE +/- 513835.53, N = 3SE +/- 333271.02, N = 3SE +/- 815068.63, N = 3SE +/- 1536969.33, N = 3SE +/- 1417039.09, N = 3SE +/- 908628.37, N = 3SE +/- 720633.38, N = 3SE +/- 297139.02, N = 3SE +/- 621591.58, N = 3SE +/- 121634.53, N = 33127925653026234402830788513464840643661594381837826262656820462516119892788292383009222413036654472651628752215480162181720622391313241. (CC) gcc options: -O3 -march=native -ftree-vectorize -funroll-loops -lglut -lOpenCL -lGL -lm

LuxMark

OpenBenchmarking.orgScore Per Watt, More Is BetterLuxMark 3.1OpenCL Device: GPU - Scene: Luxball HDRRX 590RX 580RX Vega 56RX Vega 64GTX 1060RTX 2070RTX 2060RTX 2080RTX 2080 TiTITAN RTXGTX 1080 TiGTX 1070 TiGTX 1070GTX 108030609012015078.9080.53120.5898.8985.53131.09110.80123.99133.42137.5489.34114.1698.4879.42

OpenBenchmarking.orgScore, More Is BetterLuxMark 3.1OpenCL Device: GPU - Scene: Luxball HDRamdoclRX 590RX 580RX Vega 56RX Vega 64GTX 1060RTX 2070RTX 2060RTX 2080RTX 2080 TiTITAN RTXGTX 1080 TiGTX 1070 TiGTX 1070GTX 108010K20K30K40K50KSE +/- 124.42, N = 3SE +/- 74.83, N = 3SE +/- 17.84, N = 3SE +/- 65.67, N = 3SE +/- 583.87, N = 3SE +/- 46.58, N = 3SE +/- 107.00, N = 3SE +/- 31.58, N = 3SE +/- 25.12, N = 3SE +/- 155.67, N = 3SE +/- 103.04, N = 3SE +/- 8.33, N = 3SE +/- 14.90, N = 3SE +/- 1.33, N = 3SE +/- 42.00, N = 3281401722115271310793256512256295322135629146427874602221682167761728713803

LeelaChessZero

OpenBenchmarking.orgCelsius, Fewer Is BetterLeelaChessZero 0.20.1GPU Temperature MonitorRX 590RX 580RX Vega 56RX Vega 64GTX 1060RTX 2070RTX 2060RTX 2080RTX 2080 TiTITAN RTXGTX 1080 TiGTX 1070 TiGTX 1070GTX 10801428425670Min: 37 / Avg: 50.65 / Max: 67Min: 27 / Avg: 45.13 / Max: 61Min: 28 / Avg: 41.93 / Max: 60Min: 46 / Avg: 64.5 / Max: 72Min: 38 / Avg: 51.69 / Max: 59Min: 33 / Avg: 44.86 / Max: 52Min: 39 / Avg: 50.33 / Max: 58Min: 57 / Avg: 66.29 / Max: 73Min: 50 / Avg: 55.6 / Max: 60Min: 34 / Avg: 36.91 / Max: 47Min: 41 / Avg: 51.43 / Max: 61Min: 46 / Avg: 50.13 / Max: 53Min: 35 / Avg: 46.2 / Max: 55Min: 32 / Avg: 40.8 / Max: 58

PlaidML

OpenBenchmarking.orgCelsius, Fewer Is BetterPlaidMLGPU Temperature MonitorRX 590RX 580RX Vega 56RX Vega 64GTX 1060RTX 2070RTX 2060RTX 2080RTX 2080 TiTITAN RTXGTX 1080 TiGTX 1070 TiGTX 1070GTX 10801224364860Min: 45 / Avg: 48.88 / Max: 53Min: 38 / Avg: 42 / Max: 47Min: 40 / Avg: 42.75 / Max: 46Min: 49 / Avg: 50.83 / Max: 54Min: 49 / Avg: 50 / Max: 51Min: 45 / Avg: 46.75 / Max: 48Min: 46 / Avg: 47.75 / Max: 50Min: 61 / Avg: 61.67 / Max: 62Min: 52 / Avg: 52.5 / Max: 53Min: 41 / Avg: 41.5 / Max: 42Min: 56 / Avg: 56.67 / Max: 57Min: 46 / Avg: 47 / Max: 48Min: 47 / Avg: 49.5 / Max: 51Min: 47 / Avg: 49.75 / Max: 51

OpenBenchmarking.orgCelsius, Fewer Is BetterPlaidMLGPU Temperature MonitorRX 590RX 580RX Vega 56RX Vega 64GTX 1060RTX 2070RTX 2060RTX 2080RTX 2080 TiTITAN RTXGTX 1080 TiGTX 1070 TiGTX 1070GTX 10801428425670Min: 40 / Avg: 50.41 / Max: 60Min: 33 / Avg: 42.3 / Max: 50Min: 39 / Avg: 50.92 / Max: 65Min: 47 / Avg: 59.05 / Max: 70Min: 45 / Avg: 52 / Max: 57Min: 42 / Avg: 48.08 / Max: 55Min: 43 / Avg: 49.73 / Max: 56Min: 56 / Avg: 61.08 / Max: 66Min: 49 / Avg: 52.45 / Max: 57Min: 39 / Avg: 44.46 / Max: 52Min: 55 / Avg: 59.71 / Max: 66Min: 43 / Avg: 45.94 / Max: 49Min: 48 / Avg: 54.81 / Max: 60Min: 51 / Avg: 57.64 / Max: 63

OpenBenchmarking.orgCelsius, Fewer Is BetterPlaidMLGPU Temperature MonitorRX 590RX 580RX Vega 56RX Vega 64GTX 1060RTX 2070RTX 2060RTX 2080RTX 2080 TiTITAN RTXGTX 1080 TiGTX 1070 TiGTX 1070GTX 10801326395265Min: 44 / Avg: 51.33 / Max: 58Min: 35 / Avg: 41.89 / Max: 48Min: 52 / Avg: 59.73 / Max: 67Min: 52 / Avg: 59.71 / Max: 67Min: 47 / Avg: 50.92 / Max: 55Min: 46 / Avg: 48.78 / Max: 53Min: 46 / Avg: 50.9 / Max: 56Min: 58 / Avg: 61.6 / Max: 65Min: 49 / Avg: 51.2 / Max: 55Min: 44 / Avg: 46.33 / Max: 52Min: 59 / Avg: 61.1 / Max: 64Min: 43 / Avg: 45.8 / Max: 48Min: 54 / Avg: 57.18 / Max: 61Min: 58 / Avg: 60 / Max: 63

OpenBenchmarking.orgCelsius, Fewer Is BetterPlaidMLGPU Temperature MonitorRX 590RX 580RX Vega 56RX Vega 64GTX 1060RTX 2070RTX 2060RTX 2080RTX 2080 TiTITAN RTXGTX 1080 TiGTX 1070 TiGTX 1070GTX 10801428425670Min: 42 / Avg: 53.46 / Max: 61Min: 31 / Avg: 42.94 / Max: 51Min: 52 / Avg: 59.68 / Max: 69Min: 55 / Avg: 63.35 / Max: 70Min: 43 / Avg: 51.9 / Max: 59Min: 42 / Avg: 48.87 / Max: 56Min: 43 / Avg: 50.75 / Max: 59Min: 53 / Avg: 59.79 / Max: 68Min: 46 / Avg: 51 / Max: 57Min: 42 / Avg: 47.33 / Max: 54Min: 53 / Avg: 60.07 / Max: 67Min: 41 / Avg: 45.18 / Max: 50Min: 49 / Avg: 56.06 / Max: 63Min: 52 / Avg: 58.85 / Max: 65

OpenBenchmarking.orgCelsius, Fewer Is BetterPlaidMLGPU Temperature MonitorRX 590RX 580RX Vega 56RX Vega 64GTX 1060RTX 2070RTX 2060RTX 2080RTX 2080 TiTITAN RTXGTX 1080 TiGTX 1070 TiGTX 1070GTX 10801326395265Min: 42 / Avg: 49 / Max: 56Min: 30 / Avg: 37.96 / Max: 46Min: 40 / Avg: 49.89 / Max: 64Min: 45 / Avg: 55.21 / Max: 65Min: 41 / Avg: 47.52 / Max: 54Min: 42 / Avg: 47.65 / Max: 53Min: 43 / Avg: 48.84 / Max: 55Min: 52 / Avg: 58.56 / Max: 66Min: 44 / Avg: 48.59 / Max: 53Min: 43 / Avg: 48.07 / Max: 53Min: 44 / Avg: 53.18 / Max: 61Min: 38 / Avg: 42.62 / Max: 46Min: 51 / Avg: 56.59 / Max: 60Min: 60 / Avg: 61.64 / Max: 63

OpenBenchmarking.orgCelsius, Fewer Is BetterPlaidMLGPU Temperature MonitorRX 590RX 580RX Vega 56RX Vega 64GTX 1060RTX 2070RTX 2060RTX 2080RTX 2080 TiTITAN RTXGTX 1080 TiGTX 1070 TiGTX 1070GTX 10801326395265Min: 46 / Avg: 53.31 / Max: 59Min: 34 / Avg: 42.71 / Max: 48Min: 49 / Avg: 56.67 / Max: 63Min: 51 / Avg: 58.38 / Max: 64Min: 44 / Avg: 49.23 / Max: 54Min: 41 / Avg: 45.18 / Max: 49Min: 40 / Avg: 45 / Max: 50Min: 50 / Avg: 54.64 / Max: 59Min: 52 / Avg: 53.5 / Max: 56Min: 52 / Avg: 53.8 / Max: 56Min: 59 / Avg: 61.75 / Max: 63Min: 39 / Avg: 42.75 / Max: 45Min: 51 / Avg: 55.42 / Max: 59Min: 53 / Avg: 57.58 / Max: 61

OpenBenchmarking.orgCelsius, Fewer Is BetterPlaidMLGPU Temperature MonitorRX 590RX 580RX Vega 56RX Vega 64GTX 1060RTX 2070RTX 2060RTX 2080RTX 2080 TiTITAN RTXGTX 1080 TiGTX 1070 TiGTX 1070GTX 10801326395265Min: 47 / Avg: 51.5 / Max: 56Min: 36 / Avg: 40.83 / Max: 46Min: 51 / Avg: 52.8 / Max: 57Min: 54 / Avg: 55.6 / Max: 59Min: 41 / Avg: 45.25 / Max: 47Min: 55 / Avg: 55 / Max: 55Min: 39 / Avg: 44.25 / Max: 48Min: 66 / Avg: 66 / Max: 66Min: 54 / Avg: 55.67 / Max: 58Min: 55 / Avg: 55 / Max: 55Min: 63 / Avg: 64 / Max: 65Min: 48 / Avg: 48 / Max: 48Min: 59 / Avg: 60.33 / Max: 61Min: 62 / Avg: 62 / Max: 62

OpenBenchmarking.orgCelsius, Fewer Is BetterPlaidMLGPU Temperature MonitorRX 590RX 580RX Vega 56RX Vega 64GTX 1060RTX 2070RTX 2060RTX 2080RTX 2080 TiTITAN RTXGTX 1080 TiGTX 1070 TiGTX 1070GTX 10801326395265Min: 44 / Avg: 55.88 / Max: 64Min: 33 / Avg: 45.16 / Max: 54Min: 50 / Avg: 58.4 / Max: 68Min: 50 / Avg: 59.52 / Max: 69Min: 44 / Avg: 52.44 / Max: 59Min: 49 / Avg: 54.67 / Max: 60Min: 40 / Avg: 48.69 / Max: 56Min: 57 / Avg: 63.18 / Max: 68Min: 52 / Avg: 54.78 / Max: 59Min: 51 / Avg: 55.27 / Max: 60Min: 60 / Avg: 64.36 / Max: 69Min: 43 / Avg: 47.13 / Max: 50Min: 58 / Avg: 61.79 / Max: 65Min: 58 / Avg: 63.21 / Max: 68

OpenBenchmarking.orgCelsius, Fewer Is BetterPlaidMLGPU Temperature MonitorRX 590RX 580RX Vega 56RX Vega 64GTX 1060RTX 2070RTX 2060RTX 2080RTX 2080 TiTITAN RTXGTX 1080 TiGTX 1070 TiGTX 1070GTX 10801326395265Min: 47 / Avg: 54.23 / Max: 60Min: 37 / Avg: 44.64 / Max: 50Min: 49 / Avg: 55.36 / Max: 63Min: 48 / Avg: 54.5 / Max: 60Min: 50 / Avg: 54.8 / Max: 58Min: 50 / Avg: 53.44 / Max: 58Min: 46 / Avg: 50.11 / Max: 56Min: 59 / Avg: 62.38 / Max: 66Min: 51 / Avg: 53.29 / Max: 57Min: 52 / Avg: 54.86 / Max: 58Min: 61 / Avg: 63.11 / Max: 66Min: 44 / Avg: 46.22 / Max: 48Min: 56 / Avg: 59.9 / Max: 64Min: 60 / Avg: 62.5 / Max: 65

OpenBenchmarking.orgCelsius, Fewer Is BetterPlaidMLGPU Temperature MonitorRX 590RX 580RX Vega 56RX Vega 64GTX 1060RTX 2070RTX 2060RTX 2080RTX 2080 TiTITAN RTXGTX 1080 TiGTX 1070 TiGTX 1070GTX 10801326395265Min: 47 / Avg: 53.5 / Max: 58Min: 37 / Avg: 45.13 / Max: 49Min: 52 / Avg: 59.67 / Max: 64Min: 52 / Avg: 59.71 / Max: 65Min: 52 / Avg: 56.5 / Max: 59Min: 51 / Avg: 53.25 / Max: 55Min: 46 / Avg: 51.8 / Max: 55Min: 58 / Avg: 61.5 / Max: 64Min: 50 / Avg: 51.33 / Max: 53Min: 51 / Avg: 54 / Max: 58Min: 59 / Avg: 63 / Max: 66Min: 43 / Avg: 45.83 / Max: 48Min: 55 / Avg: 60 / Max: 64Min: 58 / Avg: 62 / Max: 65

OpenBenchmarking.orgCelsius, Fewer Is BetterPlaidMLGPU Temperature MonitorRX 590RX 580RX Vega 56RX Vega 64GTX 1060RTX 2070RTX 2060RTX 2080RTX 2080 TiTITAN RTXGTX 1080 TiGTX 1070 TiGTX 1070GTX 10801428425670Min: 43 / Avg: 54.21 / Max: 59Min: 35 / Avg: 47.27 / Max: 53Min: 51 / Avg: 59.53 / Max: 66Min: 50 / Avg: 60.38 / Max: 68Min: 52 / Avg: 58.35 / Max: 62Min: 47 / Avg: 54.45 / Max: 60Min: 46 / Avg: 55.73 / Max: 61Min: 56 / Avg: 63.5 / Max: 70Min: 49 / Avg: 54.38 / Max: 59Min: 50 / Avg: 55.25 / Max: 61Min: 61 / Avg: 65.7 / Max: 70Min: 43 / Avg: 47.69 / Max: 50Min: 56 / Avg: 62.15 / Max: 66Min: 59 / Avg: 64.36 / Max: 68

LuxMark

OpenBenchmarking.orgCelsius, Fewer Is BetterLuxMark 3.1GPU Temperature MonitorRX 590RX 580RX Vega 56RX Vega 64GTX 1060RTX 2070RTX 2060RTX 2080RTX 2080 TiTITAN RTXGTX 1080 TiGTX 1070 TiGTX 1070GTX 10801632486480Min: 44 / Avg: 65.27 / Max: 73Min: 29 / Avg: 55.16 / Max: 60Min: 44 / Avg: 69.66 / Max: 74Min: 43 / Avg: 79.26 / Max: 86Min: 43 / Avg: 58.4 / Max: 61Min: 47 / Avg: 67.5 / Max: 72Min: 49 / Avg: 63.65 / Max: 67Min: 48 / Avg: 75.04 / Max: 79Min: 49 / Avg: 69.88 / Max: 74Min: 44 / Avg: 71.96 / Max: 78Min: 56 / Avg: 72.55 / Max: 75Min: 41 / Avg: 48.91 / Max: 51Min: 54 / Avg: 67.07 / Max: 70Min: 49 / Avg: 64.55 / Max: 67

cl-mem

OpenBenchmarking.orgCelsius, Fewer Is Bettercl-mem 2017-01-13GPU Temperature MonitorRX 590RX 580RX Vega 56RX Vega 64GTX 1060RTX 2070RTX 2060RTX 2080RTX 2080 TiTITAN RTXGTX 1080 TiGTX 1070 TiGTX 1070GTX 10801428425670Min: 59 / Avg: 64 / Max: 66Min: 47 / Avg: 52 / Max: 53Min: 64 / Avg: 66 / Max: 68Min: 61 / Avg: 66.4 / Max: 69Min: 54 / Avg: 55.88 / Max: 57Min: 60 / Avg: 62 / Max: 63Min: 56 / Avg: 58.5 / Max: 60Min: 67 / Avg: 68.67 / Max: 70Min: 66 / Avg: 67 / Max: 68Min: 66 / Avg: 68.33 / Max: 70Min: 68 / Avg: 68.33 / Max: 69Min: 47 / Avg: 47 / Max: 47Min: 64 / Avg: 64.8 / Max: 66Min: 63 / Avg: 64.17 / Max: 65

OpenBenchmarking.orgCelsius, Fewer Is Bettercl-mem 2017-01-13GPU Temperature MonitorRX 590RX 580RX Vega 56RX Vega 64GTX 1060RTX 2070RTX 2060RTX 2080RTX 2080 TiTITAN RTXGTX 1080 TiGTX 1070 TiGTX 1070GTX 10801326395265Min: 56 / Avg: 59.5 / Max: 62Min: 49 / Avg: 49.6 / Max: 50Min: 51 / Avg: 58.6 / Max: 62Min: 59 / Avg: 62.4 / Max: 65Min: 53 / Avg: 53 / Max: 53Min: 54 / Avg: 55.33 / Max: 56Min: 55 / Avg: 56 / Max: 57Min: 61 / Avg: 63.75 / Max: 65Min: 61 / Avg: 62 / Max: 63Min: 59 / Avg: 63 / Max: 65Min: 64 / Avg: 64 / Max: 64Min: 43 / Avg: 44.83 / Max: 46Min: 60 / Avg: 60.6 / Max: 61Min: 60 / Avg: 60.2 / Max: 61

OpenBenchmarking.orgCelsius, Fewer Is Bettercl-mem 2017-01-13GPU Temperature MonitorRX 590RX 580RX Vega 56RX Vega 64GTX 1060RTX 2070RTX 2060RTX 2080RTX 2080 TiTITAN RTXGTX 1080 TiGTX 1070 TiGTX 1070GTX 10801224364860Min: 53 / Avg: 55.5 / Max: 57Min: 41 / Avg: 46.8 / Max: 49Min: 48 / Avg: 55.2 / Max: 60Min: 58 / Avg: 59.8 / Max: 62Min: 48 / Avg: 51.14 / Max: 52Min: 50 / Avg: 53.67 / Max: 56Min: 49 / Avg: 54 / Max: 56Min: 62 / Avg: 62 / Max: 62Min: 56 / Avg: 58.33 / Max: 61Min: 60 / Avg: 61 / Max: 62Min: 60 / Avg: 60.67 / Max: 61Min: 43 / Avg: 44 / Max: 45Min: 55 / Avg: 57.17 / Max: 58Min: 56 / Avg: 57 / Max: 58

SHOC Scalable HeterOgeneous Computing

OpenBenchmarking.orgCelsius, Fewer Is BetterSHOC Scalable HeterOgeneous Computing 2015-11-10GPU Temperature MonitorRX 590RX 580RX Vega 56RX Vega 64GTX 1060RTX 2070RTX 2060RTX 2080RTX 2080 TiTITAN RTXGTX 1080 TiGTX 1070 TiGTX 1070GTX 10801326395265Min: 35 / Avg: 43.11 / Max: 47Min: 31 / Avg: 41.38 / Max: 45Min: 38 / Avg: 46.29 / Max: 52Min: 49 / Avg: 59.89 / Max: 65Min: 46 / Avg: 48.5 / Max: 49Min: 52 / Avg: 54.2 / Max: 56Min: 48 / Avg: 54.5 / Max: 56Min: 57 / Avg: 63.86 / Max: 67Min: 59 / Avg: 62 / Max: 65Min: 55 / Avg: 63.4 / Max: 66Min: 56 / Avg: 59.67 / Max: 61Min: 42 / Avg: 42.6 / Max: 43Min: 57 / Avg: 57.33 / Max: 58Min: 54 / Avg: 55.54 / Max: 57

JuliaGPU

OpenBenchmarking.orgCelsius, Fewer Is BetterJuliaGPU 1.2pts1GPU Temperature MonitorRX 590RX 580RX Vega 56RX Vega 64GTX 1060RTX 2070RTX 2060RTX 2080RTX 2080 TiTITAN RTXGTX 1080 TiGTX 1070 TiGTX 1070GTX 10801122334455Min: 45 / Avg: 48 / Max: 49Min: 36 / Avg: 42.75 / Max: 46Min: 40 / Avg: 42.67 / Max: 45Min: 50 / Avg: 52.33 / Max: 55Min: 46 / Avg: 47.2 / Max: 49Min: 46 / Avg: 47 / Max: 48Min: 43 / Avg: 47.5 / Max: 50Min: 53 / Avg: 54.5 / Max: 56Min: 48 / Avg: 51.25 / Max: 53Min: 49 / Avg: 52.5 / Max: 54Min: 52 / Avg: 54.6 / Max: 57Min: 38 / Avg: 40.6 / Max: 42Min: 53 / Avg: 54.4 / Max: 56Min: 51 / Avg: 52.5 / Max: 54

Darktable

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

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

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

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

clpeak

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

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

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

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

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

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

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

SHOC Scalable HeterOgeneous Computing

OpenBenchmarking.orgCelsius, Fewer Is BetterSHOC Scalable HeterOgeneous Computing 2015-11-10GPU Temperature MonitorRX 590RX 580RX Vega 56RX Vega 641020304050Min: 40 / Avg: 41 / Max: 42Min: 37 / Avg: 37 / Max: 37Min: 42 / Avg: 42.5 / Max: 43Min: 49 / Avg: 49.5 / Max: 50

OpenBenchmarking.orgCelsius, Fewer Is BetterSHOC Scalable HeterOgeneous Computing 2015-11-10GPU Temperature MonitorRX 590RX 580RX Vega 56RX Vega 641122334455Min: 39 / Avg: 44.67 / Max: 55Min: 35 / Avg: 42 / Max: 49Min: 38 / Avg: 39.5 / Max: 41

OpenBenchmarking.orgCelsius, Fewer Is BetterSHOC Scalable HeterOgeneous Computing 2015-11-10GPU Temperature MonitorRX 590RX 580RX Vega 56RX Vega 64918273645Min: 39 / Avg: 40.5 / Max: 42Min: 39 / Avg: 39.5 / Max: 40

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: OpenCLRX 590RX 580RX Vega 56RX Vega 64GTX 1060RTX 2070RTX 2060RTX 2080RTX 2080 TiTITAN RTXGTX 1080 TiGTX 1070 TiGTX 1070GTX 108048121620SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.02, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 313.9613.5413.4713.723.661.932.221.921.641.642.262.932.892.72

OpenBenchmarking.orgSeconds, Fewer Is BetterDarktable 2.4.4Test: Masskrug - Acceleration: OpenCLRX 590RX 580RX Vega 56RX Vega 64GTX 1060RTX 2070RTX 2060RTX 2080RTX 2080 TiTITAN RTXGTX 1080 TiGTX 1070 TiGTX 1070GTX 10801.22632.45263.67894.90526.1315SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.02, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 35.455.305.285.324.173.683.823.783.693.693.874.013.923.97

OpenBenchmarking.orgSeconds, Fewer Is BetterDarktable 2.4.4Test: Server Room - Acceleration: OpenCLRX 590RX 580RX Vega 56RX Vega 64GTX 1060RTX 2070RTX 2060RTX 2080RTX 2080 TiTITAN RTXGTX 1080 TiGTX 1070 TiGTX 1070GTX 10800.9631.9262.8893.8524.815SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.02, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 34.284.184.184.211.310.750.820.810.750.741.031.161.101.10

OpenBenchmarking.orgSeconds, Fewer Is BetterDarktable 2.4.4Test: Server Rack - Acceleration: OpenCLRX 590RX 580RX Vega 56RX Vega 64GTX 1060RTX 2070RTX 2060RTX 2080RTX 2080 TiTITAN RTXGTX 1080 TiGTX 1070 TiGTX 1070GTX 10800.03830.07660.11490.15320.1915SE +/- 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 = 30.170.170.170.170.130.100.110.110.100.100.120.130.120.13

OpenBenchmarking.orgSeconds, Fewer Is BetterDarktable 2.6.0Test: Boat - Acceleration: OpenCLamdocl0.6121.2241.8362.4483.06SE +/- 0.01, N = 32.72

OpenBenchmarking.orgSeconds, Fewer Is BetterDarktable 2.6.0Test: Masskrug - Acceleration: OpenCLamdocl1.08232.16463.24694.32925.4115SE +/- 0.06, N = 34.81

OpenBenchmarking.orgSeconds, Fewer Is BetterDarktable 2.6.0Test: Server Room - Acceleration: OpenCLamdocl0.16880.33760.50640.67520.844SE +/- 0.01, N = 30.75

OpenBenchmarking.orgSeconds, Fewer Is BetterDarktable 2.6.0Test: Server Rack - Acceleration: OpenCLamdocl0.02030.04060.06090.08120.1015SE +/- 0.00, N = 30.09

clpeak

OpenBenchmarking.orgus, Fewer Is BetterclpeakOpenCL Test: Kernel LatencyamdoclRX 590RX 580RX Vega 56RX Vega 64GTX 1060RTX 2070RTX 2060RTX 2080RTX 2080 TiTITAN RTXGTX 1080 TiGTX 1070 TiGTX 1070GTX 1080816243240SE +/- 0.24, N = 3SE +/- 0.00, N = 3SE +/- 0.04, N = 3SE +/- 0.02, N = 3SE +/- 0.01, N = 3SE +/- 0.06, N = 3SE +/- 0.00, N = 3SE +/- 0.07, N = 3SE +/- 0.04, N = 3SE +/- 0.03, N = 3SE +/- 0.10, N = 3SE +/- 0.03, N = 3SE +/- 0.14, N = 3SE +/- 0.05, N = 3SE +/- 0.03, N = 333.794.694.977.016.963.783.643.653.653.833.853.993.923.643.771. (CXX) g++ options: -O3 -rdynamic -lOpenCL

LeelaChessZero

OpenBenchmarking.orgWatts, Fewer Is BetterLeelaChessZero 0.20.1System Power Consumption MonitorRX 590RX 580RX Vega 56RX Vega 64GTX 1060RTX 2070RTX 2060RTX 2080RTX 2080 TiTITAN RTXGTX 1080 TiGTX 1070 TiGTX 1070GTX 108060120180240300Min: 75.2 / Avg: 188.72 / Max: 253.3Min: 69.3 / Avg: 171.21 / Max: 229.5Min: 47.2 / Avg: 173.2 / Max: 262.2Min: 50.2 / Avg: 313.27 / Max: 342.7Min: 41.9 / Avg: 150.59 / Max: 180Min: 75.1 / Avg: 186.61 / Max: 251.7Min: 69.4 / Avg: 196.01 / Max: 230Min: 88.3 / Avg: 222.99 / Max: 288.3Min: 48.2 / Avg: 205.76 / Max: 349.4Min: 97.7 / Avg: 148.16 / Max: 357.7Min: 96.9 / Avg: 265.17 / Max: 323.1Min: 80 / Avg: 156.39 / Max: 189.7Min: 42.6 / Avg: 184.04 / Max: 213.3Min: 40.2 / Avg: 148.14 / Max: 249.5

PlaidML

OpenBenchmarking.orgWatts, Fewer Is BetterPlaidMLSystem Power Consumption MonitorRX 590RX 580RX Vega 56RX Vega 64GTX 1060RTX 2070RTX 2060RTX 2080RTX 2080 TiTITAN RTXGTX 1080 TiGTX 1070 TiGTX 1070GTX 10804080120160200Min: 82.3 / Avg: 126.56 / Max: 194.9Min: 75.6 / Avg: 109.4 / Max: 179Min: 49.6 / Avg: 92.35 / Max: 157.7Min: 54 / Avg: 69.27 / Max: 82.4Min: 42.1 / Avg: 107.84 / Max: 141.6Min: 46 / Avg: 93.68 / Max: 129.3Min: 45.5 / Avg: 121.65 / Max: 166.1Min: 56.3 / Avg: 130.87 / Max: 184.7Min: 48.4 / Avg: 94.48 / Max: 113.3Min: 52.9 / Avg: 110.8 / Max: 140.2Min: 91.6 / Avg: 149.17 / Max: 203.2Min: 48.7 / Avg: 98.18 / Max: 132.6Min: 42.8 / Avg: 91.98 / Max: 117.4Min: 43.7 / Avg: 93.48 / Max: 127.3

OpenBenchmarking.orgWatts, Fewer Is BetterPlaidMLSystem Power Consumption MonitorRX 590RX 580RX Vega 56RX Vega 64GTX 1060RTX 2070RTX 2060RTX 2080RTX 2080 TiTITAN RTXGTX 1080 TiGTX 1070 TiGTX 1070GTX 108050100150200250Min: 91.8 / Avg: 163.54 / Max: 221.5Min: 73.1 / Avg: 146.45 / Max: 195.4Min: 58.9 / Avg: 147.82 / Max: 249.5Min: 50.6 / Avg: 181.52 / Max: 296Min: 87.5 / Avg: 132.19 / Max: 156.7Min: 45.8 / Avg: 146.81 / Max: 206.6Min: 45 / Avg: 144.95 / Max: 190.7Min: 47.5 / Avg: 155.97 / Max: 224.6Min: 48.4 / Avg: 188.73 / Max: 275.6Min: 51.5 / Avg: 168.92 / Max: 275.4Min: 120.7 / Avg: 202.56 / Max: 256.6Min: 56.1 / Avg: 132.15 / Max: 155Min: 81.8 / Avg: 153.87 / Max: 183Min: 89.5 / Avg: 168.75 / Max: 202.8

OpenBenchmarking.orgWatts, Fewer Is BetterPlaidMLSystem Power Consumption MonitorRX 590RX 580RX Vega 56RX Vega 64GTX 1060RTX 2070RTX 2060RTX 2080RTX 2080 TiTITAN RTXGTX 1080 TiGTX 1070 TiGTX 1070GTX 108060120180240300Min: 81.1 / Avg: 153.59 / Max: 208.6Min: 73.6 / Avg: 141.5 / Max: 187.8Min: 50.5 / Avg: 141.19 / Max: 254.3Min: 82.4 / Avg: 172.03 / Max: 313.6Min: 60.4 / Avg: 122.52 / Max: 164.5Min: 78.4 / Avg: 132.98 / Max: 222.4Min: 86.5 / Avg: 143.68 / Max: 202.9Min: 47.4 / Avg: 148.19 / Max: 240.2Min: 48.4 / Avg: 155.12 / Max: 292.5Min: 52.6 / Avg: 162.76 / Max: 301.7Min: 122.3 / Avg: 187.68 / Max: 270.3Min: 48.5 / Avg: 113.89 / Max: 160.8Min: 83.8 / Avg: 134.85 / Max: 189.4Min: 91.6 / Avg: 162.7 / Max: 211.1

OpenBenchmarking.orgWatts, Fewer Is BetterPlaidMLSystem Power Consumption MonitorRX 590RX 580RX Vega 56RX Vega 64GTX 1060RTX 2070RTX 2060RTX 2080RTX 2080 TiTITAN RTXGTX 1080 TiGTX 1070 TiGTX 1070GTX 108060120180240300Min: 79.7 / Avg: 162.83 / Max: 210.1Min: 73.2 / Avg: 147.27 / Max: 187.1Min: 50.2 / Avg: 151.48 / Max: 258.1Min: 53.4 / Avg: 217.55 / Max: 319.8Min: 58.2 / Avg: 131.14 / Max: 167.2Min: 47.2 / Avg: 141.31 / Max: 234Min: 62.3 / Avg: 137.76 / Max: 208Min: 49.8 / Avg: 158.89 / Max: 252.8Min: 47.7 / Avg: 180.78 / Max: 312Min: 58.3 / Avg: 176.01 / Max: 322.5Min: 65.2 / Avg: 179.46 / Max: 287.9Min: 48.4 / Avg: 125.32 / Max: 169.8Min: 43.1 / Avg: 136.92 / Max: 191.2Min: 70.3 / Avg: 172.91 / Max: 216.6

OpenBenchmarking.orgWatts, Fewer Is BetterPlaidMLSystem Power Consumption MonitorRX 590RX 580RX Vega 56RX Vega 64GTX 1060RTX 2070RTX 2060RTX 2080RTX 2080 TiTITAN RTXGTX 1080 TiGTX 1070 TiGTX 1070GTX 10804080120160200Min: 78.7 / Avg: 135.11 / Max: 174.8Min: 73.6 / Avg: 119.65 / Max: 155.1Min: 49.7 / Avg: 124.48 / Max: 221.8Min: 75.8 / Avg: 156.29 / Max: 240.3Min: 43.2 / Avg: 99.8 / Max: 140.7Min: 49.9 / Avg: 120.6 / Max: 185.8Min: 47.3 / Avg: 110.84 / Max: 168.5Min: 48 / Avg: 132.2 / Max: 198.2Min: 48.4 / Avg: 137.54 / Max: 235.7Min: 56 / Avg: 163.54 / Max: 245.3Min: 47.2 / Avg: 121.72 / Max: 213.3Min: 48.1 / Avg: 99.69 / Max: 140.6Min: 48.4 / Avg: 126.46 / Max: 165Min: 91.7 / Avg: 152.84 / Max: 169.4

OpenBenchmarking.orgWatts, Fewer Is BetterPlaidMLSystem Power Consumption MonitorRX 590RX 580RX Vega 56RX Vega 64GTX 1060RTX 2070RTX 2060RTX 2080RTX 2080 TiTITAN RTXGTX 1080 TiGTX 1070 TiGTX 1070GTX 108050100150200250Min: 80.2 / Avg: 152.62 / Max: 212.4Min: 71.3 / Avg: 146.11 / Max: 185.3Min: 74.8 / Avg: 165.69 / Max: 271.3Min: 52.2 / Avg: 165.89 / Max: 305.6Min: 70.1 / Avg: 124.21 / Max: 145Min: 47.1 / Avg: 127.27 / Max: 169.5Min: 44.3 / Avg: 116.14 / Max: 162.7Min: 46.4 / Avg: 138.03 / Max: 185.4Min: 48.6 / Avg: 159.87 / Max: 223.7Min: 57.5 / Avg: 152.07 / Max: 231.9Min: 50.4 / Avg: 165.05 / Max: 214.8Min: 104.8 / Avg: 123.57 / Max: 135.6Min: 82.2 / Avg: 136.83 / Max: 164.9Min: 90.8 / Avg: 146.71 / Max: 176.8

OpenBenchmarking.orgWatts, Fewer Is BetterPlaidMLSystem Power Consumption MonitorRX 590RX 580RX Vega 56RX Vega 64GTX 1060RTX 2070RTX 2060RTX 2080RTX 2080 TiTITAN RTXGTX 1080 TiGTX 1070 TiGTX 1070GTX 108050100150200250Min: 82.4 / Avg: 137.7 / Max: 205.5Min: 71.7 / Avg: 114.33 / Max: 178.6Min: 72.5 / Avg: 123.7 / Max: 259.6Min: 52.5 / Avg: 111.85 / Max: 223.9Min: 41.8 / Avg: 76.7 / Max: 94.4Min: 115.1 / Avg: 115.83 / Max: 116.5Min: 43.1 / Avg: 95.9 / Max: 118.8Min: 52 / Avg: 97.93 / Max: 121Min: 48.2 / Avg: 152.87 / Max: 274.6Min: 54 / Avg: 200.17 / Max: 274.2Min: 53.3 / Avg: 125.73 / Max: 165.2Min: 49.7 / Avg: 93.67 / Max: 125.7Min: 45.9 / Avg: 107.3 / Max: 155.1Min: 44.3 / Avg: 147.75 / Max: 195.1

OpenBenchmarking.orgWatts, Fewer Is BetterPlaidMLSystem Power Consumption MonitorRX 590RX 580RX Vega 56RX Vega 64GTX 1060RTX 2070RTX 2060RTX 2080RTX 2080 TiTITAN RTXGTX 1080 TiGTX 1070 TiGTX 1070GTX 108060120180240300Min: 79.3 / Avg: 178.28 / Max: 235.4Min: 71.3 / Avg: 157.31 / Max: 201.8Min: 78.5 / Avg: 172.43 / Max: 257.5Min: 50.9 / Avg: 173.75 / Max: 315.1Min: 70.6 / Avg: 141.88 / Max: 164.5Min: 47.5 / Avg: 159.79 / Max: 224.3Min: 45.2 / Avg: 158.66 / Max: 201.6Min: 50.1 / Avg: 167.47 / Max: 240.9Min: 49.3 / Avg: 185.12 / Max: 298.3Min: 63.8 / Avg: 192.88 / Max: 301.5Min: 123.8 / Avg: 205.47 / Max: 275.7Min: 50 / Avg: 141.65 / Max: 161.4Min: 85.2 / Avg: 157.11 / Max: 185.1Min: 91.6 / Avg: 167.52 / Max: 214.9

OpenBenchmarking.orgWatts, Fewer Is BetterPlaidMLSystem Power Consumption MonitorRX 590RX 580RX Vega 56RX Vega 64GTX 1060RTX 2070RTX 2060RTX 2080RTX 2080 TiTITAN RTXGTX 1080 TiGTX 1070 TiGTX 1070GTX 108060120180240300Min: 81 / Avg: 162.42 / Max: 220Min: 73 / Avg: 145.33 / Max: 194.5Min: 50.1 / Avg: 150.39 / Max: 271.1Min: 81.5 / Avg: 177.38 / Max: 338.2Min: 71.4 / Avg: 121.65 / Max: 172.6Min: 49.8 / Avg: 153.92 / Max: 242.3Min: 65 / Avg: 134.41 / Max: 208.9Min: 48.4 / Avg: 158.95 / Max: 257.5Min: 100.3 / Avg: 172.57 / Max: 323.3Min: 102.3 / Avg: 194.3 / Max: 332.7Min: 61.2 / Avg: 185.7 / Max: 280.5Min: 48.6 / Avg: 134.71 / Max: 168.9Min: 45.2 / Avg: 145.44 / Max: 201.2Min: 91.9 / Avg: 152.34 / Max: 225.3

OpenBenchmarking.orgWatts, Fewer Is BetterPlaidMLSystem Power Consumption MonitorRX 590RX 580RX Vega 56RX Vega 64GTX 1060RTX 2070RTX 2060RTX 2080RTX 2080 TiTITAN RTXGTX 1080 TiGTX 1070 TiGTX 1070GTX 108060120180240300Min: 78.3 / Avg: 178.69 / Max: 218.6Min: 72.7 / Avg: 136.8 / Max: 186.1Min: 49.4 / Avg: 145.38 / Max: 261.4Min: 88.8 / Avg: 211.83 / Max: 333.3Min: 71.5 / Avg: 140.59 / Max: 158.7Min: 46.5 / Avg: 126.45 / Max: 198.6Min: 45.1 / Avg: 125.88 / Max: 192.6Min: 47.4 / Avg: 135.75 / Max: 228.3Min: 48.3 / Avg: 198.43 / Max: 287.4Min: 52.5 / Avg: 178.13 / Max: 298.5Min: 50.4 / Avg: 194.3 / Max: 254.7Min: 48.9 / Avg: 127.46 / Max: 146.6Min: 43.1 / Avg: 156.77 / Max: 185.9Min: 115.7 / Avg: 176.49 / Max: 201.1

OpenBenchmarking.orgWatts, Fewer Is BetterPlaidMLSystem Power Consumption MonitorRX 590RX 580RX Vega 56RX Vega 64GTX 1060RTX 2070RTX 2060RTX 2080RTX 2080 TiTITAN RTXGTX 1080 TiGTX 1070 TiGTX 1070GTX 108060120180240300Min: 86.9 / Avg: 184.98 / Max: 216.4Min: 73 / Avg: 163.55 / Max: 194.8Min: 78.5 / Avg: 188.36 / Max: 262.2Min: 52.7 / Avg: 216.48 / Max: 338.1Min: 72.7 / Avg: 144.61 / Max: 170.9Min: 68.7 / Avg: 183.65 / Max: 245.5Min: 44 / Avg: 167.51 / Max: 215.1Min: 50.9 / Avg: 188.45 / Max: 269.3Min: 47.6 / Avg: 212.98 / Max: 331.1Min: 55.4 / Avg: 223.68 / Max: 345.8Min: 127.7 / Avg: 231.45 / Max: 296.9Min: 47.9 / Avg: 146.58 / Max: 171.7Min: 43.1 / Avg: 162.78 / Max: 197.9Min: 45.1 / Avg: 180.6 / Max: 225

LuxMark

OpenBenchmarking.orgWatts, Fewer Is BetterLuxMark 3.1System Power Consumption MonitorRX 590RX 580RX Vega 56RX Vega 64GTX 1060RTX 2070RTX 2060RTX 2080RTX 2080 TiTITAN RTXGTX 1080 TiGTX 1070 TiGTX 1070GTX 108060120180240300Min: 82.1 / Avg: 218.27 / Max: 228.9Min: 71.5 / Avg: 189.63 / Max: 196.7Min: 60.2 / Avg: 257.74 / Max: 269.1Min: 49.5 / Avg: 329.31 / Max: 338.6Min: 111.3 / Avg: 143.3 / Max: 145.4Min: 46 / Avg: 225.28 / Max: 233.2Min: 44 / Avg: 192.74 / Max: 197.4Min: 48.9 / Avg: 235.08 / Max: 244.1Min: 47.7 / Avg: 320.7 / Max: 332Min: 50.6 / Avg: 334.61 / Max: 351.7Min: 161.6 / Avg: 242.69 / Max: 248.1Min: 47.6 / Avg: 146.95 / Max: 149.7Min: 82.6 / Avg: 175.54 / Max: 179.2Min: 89.3 / Avg: 173.79 / Max: 175.8

cl-mem

OpenBenchmarking.orgWatts, Fewer Is Bettercl-mem 2017-01-13System Power Consumption MonitorRX 590RX 580RX Vega 56RX Vega 64GTX 1060RTX 2070RTX 2060RTX 2080RTX 2080 TiTITAN RTXGTX 1080 TiGTX 1070 TiGTX 1070GTX 108050100150200250Min: 82 / Avg: 176.16 / Max: 207.2Min: 73.5 / Avg: 144 / Max: 170.7Min: 50.8 / Avg: 153.05 / Max: 254.1Min: 55.2 / Avg: 211.77 / Max: 297.7Min: 55.5 / Avg: 114.96 / Max: 125.8Min: 48.6 / Avg: 145.97 / Max: 196.3Min: 45.9 / Avg: 126.65 / Max: 159.6Min: 50.4 / Avg: 148 / Max: 197.9Min: 57.7 / Avg: 161.45 / Max: 265.2Min: 55.2 / Avg: 156.17 / Max: 266.5Min: 52.6 / Avg: 161.7 / Max: 217.6Min: 49 / Avg: 121.24 / Max: 139.8Min: 46.7 / Avg: 129.34 / Max: 151Min: 102.3 / Avg: 149.02 / Max: 162.5

OpenBenchmarking.orgWatts, Fewer Is Bettercl-mem 2017-01-13System Power Consumption MonitorRX 590RX 580RX Vega 56RX Vega 64GTX 1060RTX 2070RTX 2060RTX 2080RTX 2080 TiTITAN RTXGTX 1080 TiGTX 1070 TiGTX 1070GTX 108050100150200250Min: 78.7 / Avg: 161.08 / Max: 200.6Min: 73 / Avg: 147.4 / Max: 169Min: 207.8 / Avg: 229.9 / Max: 252.1Min: 52.5 / Avg: 191.32 / Max: 275.7Min: 43.4 / Avg: 98.27 / Max: 126.2Min: 46.9 / Avg: 139.57 / Max: 185.9Min: 44.2 / Avg: 131.53 / Max: 164.4Min: 98.5 / Avg: 128.93 / Max: 169.3Min: 51 / Avg: 155.07 / Max: 243.7Min: 55 / Avg: 190.13 / Max: 258.3Min: 216.4 / Avg: 217.73 / Max: 218.8Min: 50 / Avg: 124.63 / Max: 140.5Min: 84.4 / Avg: 137.36 / Max: 151.6Min: 92.2 / Avg: 141.24 / Max: 162.2

OpenBenchmarking.orgWatts, Fewer Is Bettercl-mem 2017-01-13System Power Consumption MonitorRX 590RX 580RX Vega 56RX Vega 64GTX 1060RTX 2070RTX 2060RTX 2080RTX 2080 TiTITAN RTXGTX 1080 TiGTX 1070 TiGTX 1070GTX 108060120180240300Min: 194.4 / Avg: 199.58 / Max: 203.7Min: 73.1 / Avg: 141.22 / Max: 169.4Min: 49.6 / Avg: 203.34 / Max: 252.9Min: 51.9 / Avg: 197.96 / Max: 328.9Min: 57.7 / Avg: 108.33 / Max: 126.1Min: 115.9 / Avg: 150.6 / Max: 185.3Min: 43.7 / Avg: 111.03 / Max: 156.9Min: 52.6 / Avg: 141.73 / Max: 186.7Min: 136 / Avg: 198.3 / Max: 260.6Min: 54.7 / Avg: 99.5 / Max: 144.3Min: 49.6 / Avg: 139.67 / Max: 192.8Min: 49.3 / Avg: 113.36 / Max: 139.4Min: 64.6 / Avg: 132.44 / Max: 150.8Min: 43.2 / Avg: 119.3 / Max: 162.2

SHOC Scalable HeterOgeneous Computing

OpenBenchmarking.orgWatts, Fewer Is BetterSHOC Scalable HeterOgeneous Computing 2015-11-10System Power Consumption MonitorRX 590RX 580RX Vega 56RX Vega 64GTX 1060RTX 2070RTX 2060RTX 2080RTX 2080 TiTITAN RTXGTX 1080 TiGTX 1070 TiGTX 1070GTX 108050100150200250Min: 78.3 / Avg: 160.59 / Max: 187.1Min: 69.1 / Avg: 131.16 / Max: 160.2Min: 47.3 / Avg: 173.9 / Max: 235.2Min: 49.7 / Avg: 228.87 / Max: 263.7Min: 42.1 / Avg: 105.4 / Max: 135.1Min: 52.2 / Avg: 156.43 / Max: 195Min: 148.5 / Avg: 159.28 / Max: 177.5Min: 169.9 / Avg: 187.73 / Max: 213.5Min: 49 / Avg: 235.34 / Max: 283.1Min: 49.4 / Avg: 244.67 / Max: 287.4Min: 53.7 / Avg: 180.42 / Max: 218.2Min: 48.4 / Avg: 122.39 / Max: 144.2Min: 43.3 / Avg: 130.75 / Max: 158.9Min: 43.4 / Avg: 134.92 / Max: 163.8

JuliaGPU

OpenBenchmarking.orgWatts, Fewer Is BetterJuliaGPU 1.2pts1System Power Consumption MonitorRX 590RX 580RX Vega 56RX Vega 64GTX 1060RTX 2070RTX 2060RTX 2080RTX 2080 TiTITAN RTXGTX 1080 TiGTX 1070 TiGTX 1070GTX 10804080120160200Min: 75.7 / Avg: 142.48 / Max: 179.1Min: 93.8 / Avg: 132.17 / Max: 160.8Min: 47.6 / Avg: 160.43 / Max: 218.2Min: 49.9 / Avg: 71.23 / Max: 89Min: 57.5 / Avg: 112.76 / Max: 128.1Min: 52.9 / Avg: 116.58 / Max: 157.4Min: 43.5 / Avg: 112.53 / Max: 153.7Min: 46.4 / Avg: 134.7 / Max: 169Min: 99.5 / Avg: 147.3 / Max: 199.5Min: 51.3 / Avg: 148.68 / Max: 204Min: 67.7 / Avg: 159.15 / Max: 189.8Min: 47.7 / Avg: 111.88 / Max: 128.2Min: 42.3 / Avg: 116.82 / Max: 147.4Min: 42.3 / Avg: 127 / Max: 157.8

Darktable

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

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

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

OpenBenchmarking.orgWatts, Fewer Is BetterDarktable 2.4.4System Power Consumption MonitorRX 590RX 580RX 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.orgWatts, Fewer Is BetterclpeakSystem Power Consumption MonitorRX 590RX 580RX Vega 56RX Vega 6450100150200250Min: 79.3 / Avg: 107.03 / Max: 127.7Min: 73.3 / Avg: 98.79 / Max: 101.9Min: 49.2 / Avg: 81.54 / Max: 259Min: 51.6 / Avg: 87.77 / Max: 273.2

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

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

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

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

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

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

SHOC Scalable HeterOgeneous Computing

OpenBenchmarking.orgWatts, Fewer Is BetterSHOC Scalable HeterOgeneous Computing 2015-11-10System Power Consumption MonitorRX 590RX 580RX Vega 56RX Vega 6420406080100Min: 81.9 / Avg: 92.65 / Max: 103.4Min: 49 / Avg: 65 / Max: 81Min: 51.7 / Avg: 64.95 / Max: 78.2

OpenBenchmarking.orgWatts, Fewer Is BetterSHOC Scalable HeterOgeneous Computing 2015-11-10System Power Consumption MonitorRX 590RX 580RX Vega 56RX Vega 6450100150200250Min: 138.3 / Avg: 188 / Max: 237.7Min: 92.2 / Avg: 137.05 / Max: 181.9Min: 47.8 / Avg: 120.9 / Max: 194Min: 62.2 / Avg: 183.8 / Max: 305.4

OpenBenchmarking.orgWatts, Fewer Is BetterSHOC Scalable HeterOgeneous Computing 2015-11-10System Power Consumption MonitorRX 590RX 580RX Vega 56RX Vega 64306090120150Min: 80.6 / Avg: 100.5 / Max: 136Min: 47.7 / Avg: 48.75 / Max: 49.8Min: 50.5 / Avg: 65.45 / Max: 80.4

128 Results Shown

GPU Temperature Monitor:
  Phoronix Test Suite System Monitoring:
    Celsius
    Celsius
    Watts
    Watts
  Yes - Inference - Mobilenet - OpenCL:
    Examples Per Second Per Watt
PlaidML:
  Yes - Inference - Mobilenet - OpenCL
  Yes - Inference - Inception V3 - OpenCL
  No - Inference - VGG16 - OpenCL
PlaidML
PlaidML:
  Yes - Inference - VGG16 - OpenCL
  No - Training - Mobilenet - OpenCL
PlaidML:
  Yes - Inference - ResNet 50 - OpenCL
  Yes - Inference - VGG16 - OpenCL
PlaidML:
  Yes - Inference - ResNet 50 - OpenCL
  No - Inference - Mobilenet - OpenCL
  No - Inference - ResNet 50 - OpenCL
  No - Inference - IMDB LSTM - OpenCL
PlaidML:
  No - Training - Mobilenet - OpenCL
  No - Training - IMDB LSTM - OpenCL
  No - Inference - Mobilenet - OpenCL
  No - Inference - Inception V3 - OpenCL
  No - Inference - ResNet 50 - OpenCL
PlaidML:
  No - Training - IMDB LSTM - OpenCL
  No - Inference - Inception V3 - OpenCL
PlaidML:
  No - Inference - IMDB LSTM - OpenCL
  No - Inference - VGG16 - OpenCL
cl-mem
SHOC Scalable HeterOgeneous Computing
cl-mem:
  Read
  Write
  Copy
cl-mem
SHOC Scalable HeterOgeneous Computing
cl-mem
SHOC Scalable HeterOgeneous Computing
clpeak:
  Global Memory Bandwidth
  Transfer Bandwidth enqueueReadBuffer
clpeak:
  Global Memory Bandwidth
  Transfer Bandwidth enqueueWriteBuffer
  Transfer Bandwidth enqueueReadBuffer
clpeak:
  Transfer Bandwidth enqueueWriteBuffer
  Single-Precision Float
  Double-Precision Double
SHOC Scalable HeterOgeneous Computing
clpeak:
  Single-Precision Float
  Double-Precision Double
SHOC Scalable HeterOgeneous Computing
clpeak
clpeak
LeelaChessZero
LeelaChessZero:
  OpenCL
  GPU
JuliaGPU
LuxMark
LuxMark
LeelaChessZero:
  GPU Temp Monitor:
    Celsius
    Celsius
    Celsius
    Celsius
    Celsius
    Celsius
    Celsius
    Celsius
    Celsius
    Celsius
    Celsius
    Celsius
    Celsius
    Celsius
    Celsius
    Celsius
    Celsius
    Celsius
    Celsius
    Celsius
    Celsius
    Celsius
    Celsius
    Celsius
    Celsius
    Celsius
    Celsius
    Celsius
    Celsius
    Celsius
    Celsius
    Celsius
Darktable:
  Boat - OpenCL
  Masskrug - OpenCL
  Server Room - OpenCL
  Server Rack - OpenCL
  Boat - OpenCL
  Masskrug - OpenCL
  Server Room - OpenCL
  Server Rack - OpenCL
clpeak
LeelaChessZero:
  System Power Consumption Monitor:
    Watts
    Watts
    Watts
    Watts
    Watts
    Watts
    Watts
    Watts
    Watts
    Watts
    Watts
    Watts
    Watts
    Watts
    Watts
    Watts
    Watts
    Watts
    Watts
    Watts
    Watts
    Watts
    Watts
    Watts
    Watts
    Watts
    Watts
    Watts
    Watts
    Watts
    Watts
    Watts