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
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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 Computeclpeak: Kernel Latencydarktable: Boat - OpenCLdarktable: Server Room - OpenCLshoc: OpenCL - Texture Read Bandwidthclpeak: Double-Precision Doubleshoc: OpenCL - FFT SPlczero: OpenCLshoc: OpenCL - MD5 Hashplaidml: No - Inference - VGG16 - OpenCLplaidml: Yes - Inference - VGG16 - OpenCLplaidml: No - Inference - ResNet 50 - OpenCLplaidml: No - Training - Mobilenet - OpenCLluxmark: GPU - Luxball HDRcl-mem: Readplaidml: Yes - Inference - ResNet 50 - OpenCLclpeak: Global Memory Bandwidthclpeak: Transfer Bandwidth enqueueWriteBuffercl-mem: Writecl-mem: Copyplaidml: No - Inference - IMDB LSTM - OpenCLplaidml: No - Inference - Inception V3 - OpenCLplaidml: No - Inference - Mobilenet - OpenCLplaidml: Yes - Inference - Inception V3 - OpenCLjuliagpu: GPUplaidml: Yes - Inference - Mobilenet - OpenCLplaidml: No - Training - IMDB LSTM - OpenCLdarktable: Server Rack - OpenCLshoc: OpenCL - Triadclpeak: Transfer Bandwidth enqueueReadBufferdarktable: Masskrug - OpenCLdarktable: Server Rack - OpenCLdarktable: Server Room - OpenCLdarktable: Masskrug - OpenCLdarktable: Boat - OpenCLclpeak: Integer Compute INTclpeak: Single-Precision FloatGTX 1080GTX 1070GTX 1070 TiGTX 1080 TiTITAN RTXRTX 2080 TiRTX 2080RTX 2060RTX 2070GTX 1060RX Vega 64RX Vega 56RX 580RX 590amdocl3.772.721.10527297575175014.191431392921031380322926422212.592162092591338011322391313246861670.1312.3011.343.97239879343.642.891.10447224453143010.471291262571071728720523719612.601921872281167641172181720626641560.1212.1911.333.92168158783.922.931.16433242501147811.631311282621031677620523719712.551901872241187551202215480166451530.1312.1911.154.01206867763.992.261.03596415972233319.681891943391252168233733432912.573363173301678831672651628757741870.1212.5111.293.873263108533.851.640.7411585401553327536.282892645561604602256547452512.5848948361022913362153036654479772440.1012.6811.163.6914848163863.831.640.7511735191445310735.132732505371564278754445850512.5943945460522512912113009222419712460.1012.6811.293.6914906153523.651.920.8111213431083225923.742031924001332914639235436812.5232332745717210451682788292388932160.1112.5711.133.789952102703.652.220.821024231803148415.871501483091132135629628227612.602452473471338631342516119897791880.1112.4311.293.82670566303.641.930.751077266988172918.421891793761322953239233336512.4831333038215610081572656820468301980.1012.5711.253.68778079683.783.661.314111512978997.2894.0894.6219486.941225615318314512.5413913818086.1159288.851837826265521340.1311.9311.154.17125242396.9613.724.2142583392285616.39137.62119.9927074.313256515921336244.31356222279119.06835120.033661594385871840.177.5416.225.322479124697.0113.474.1835569892775812.70120.44106.6622871.233107915119531744.97305204263106.65720109.033464840645751780.177.5516.635.281997103574.9713.544.182113925476408.0565.1860.9813342.041527116212820644.9717918419369.0541476.592830788515631300.179.1015.845.30125262024.6913.964.282414365706839.1668.6964.0414245.611722117813721744.1918519321875.4145382.713026234405991440.179.3615.925.451416706933.79369689895118912.95120.11108.3626275.092814034021531837.97325309270138.74781116.4931279256549815912.4415.790.090.754.812.72196110591OpenBenchmarking.org

clpeak

OpenBenchmarking.orgus, Fewer Is BetterclpeakOpenCL Test: Kernel LatencyGTX 1080GTX 1070GTX 1070 TiGTX 1080 TiTITAN RTXRTX 2080 TiRTX 2080RTX 2060RTX 2070GTX 1060RX Vega 64RX Vega 56RX 580RX 590amdocl816243240SE +/- 0.03, N = 3SE +/- 0.05, N = 3SE +/- 0.14, N = 3SE +/- 0.03, N = 3SE +/- 0.10, N = 3SE +/- 0.03, N = 3SE +/- 0.04, N = 3SE +/- 0.07, N = 3SE +/- 0.00, N = 3SE +/- 0.06, N = 3SE +/- 0.01, N = 3SE +/- 0.02, N = 3SE +/- 0.04, N = 3SE +/- 0.00, N = 3SE +/- 0.24, N = 33.773.643.923.993.853.833.653.653.643.786.967.014.974.6933.791. (CXX) g++ options: -O3 -rdynamic -lOpenCL
OpenBenchmarking.orgus, Fewer Is BetterclpeakOpenCL Test: Kernel LatencyGTX 1080GTX 1070GTX 1070 TiGTX 1080 TiTITAN RTXRTX 2080 TiRTX 2080RTX 2060RTX 2070GTX 1060RX Vega 64RX Vega 56RX 580RX 590amdocl714212835Min: 3.71 / Avg: 3.77 / Max: 3.8Min: 3.56 / Avg: 3.64 / Max: 3.72Min: 3.75 / Avg: 3.92 / Max: 4.2Min: 3.94 / Avg: 3.99 / Max: 4.05Min: 3.66 / Avg: 3.85 / Max: 3.99Min: 3.77 / Avg: 3.83 / Max: 3.88Min: 3.58 / Avg: 3.65 / Max: 3.72Min: 3.52 / Avg: 3.65 / Max: 3.74Min: 3.64 / Avg: 3.64 / Max: 3.64Min: 3.72 / Avg: 3.78 / Max: 3.9Min: 6.94 / Avg: 6.96 / Max: 6.98Min: 6.96 / Avg: 7.01 / Max: 7.04Min: 4.89 / Avg: 4.97 / Max: 5.03Min: 4.68 / Avg: 4.69 / Max: 4.69Min: 33.31 / Avg: 33.79 / Max: 34.051. (CXX) g++ options: -O3 -rdynamic -lOpenCL

LeelaChessZero

OpenBenchmarking.orgWatts, Fewer Is BetterLeelaChessZero 0.20.1System Power Consumption MonitorGTX 1080GTX 1070GTX 1070 TiGTX 1080 TiTITAN RTXRTX 2080 TiRTX 2080RTX 2060RTX 2070GTX 1060RX Vega 64RX Vega 56RX 580RX 59060120180240300Min: 40.2 / Avg: 148.14 / Max: 249.5Min: 42.6 / Avg: 184.04 / Max: 213.3Min: 80 / Avg: 156.39 / Max: 189.7Min: 96.9 / Avg: 265.17 / Max: 323.1Min: 97.7 / Avg: 148.16 / Max: 357.7Min: 48.2 / Avg: 205.76 / Max: 349.4Min: 88.3 / Avg: 222.99 / Max: 288.3Min: 69.4 / Avg: 196.01 / Max: 230Min: 75.1 / Avg: 186.61 / Max: 251.7Min: 41.9 / Avg: 150.59 / Max: 180Min: 50.2 / Avg: 313.27 / Max: 342.7Min: 47.2 / Avg: 173.2 / Max: 262.2Min: 69.3 / Avg: 171.21 / Max: 229.5Min: 75.2 / Avg: 188.72 / Max: 253.3

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 1080GTX 1070GTX 1070 TiGTX 1080 TiTITAN RTXRTX 2080 TiRTX 2080RTX 2060RTX 2070GTX 1060RX Vega 64RX Vega 56RX 580RX 59048121620SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.02, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 32.722.892.932.261.641.641.922.221.933.6613.7213.4713.5413.96
OpenBenchmarking.orgSeconds, Fewer Is BetterDarktable 2.4.4Test: Boat - Acceleration: OpenCLGTX 1080GTX 1070GTX 1070 TiGTX 1080 TiTITAN RTXRTX 2080 TiRTX 2080RTX 2060RTX 2070GTX 1060RX Vega 64RX Vega 56RX 580RX 59048121620Min: 2.71 / Avg: 2.72 / Max: 2.73Min: 2.88 / Avg: 2.89 / Max: 2.89Min: 2.92 / Avg: 2.93 / Max: 2.94Min: 2.25 / Avg: 2.26 / Max: 2.27Min: 1.63 / Avg: 1.64 / Max: 1.64Min: 1.64 / Avg: 1.64 / Max: 1.65Min: 1.92 / Avg: 1.92 / Max: 1.93Min: 2.22 / Avg: 2.22 / Max: 2.23Min: 1.92 / Avg: 1.93 / Max: 1.94Min: 3.65 / Avg: 3.66 / Max: 3.67Min: 13.7 / Avg: 13.72 / Max: 13.74Min: 13.45 / Avg: 13.47 / Max: 13.5Min: 13.52 / Avg: 13.54 / Max: 13.55Min: 13.94 / Avg: 13.96 / Max: 13.99

LeelaChessZero

OpenBenchmarking.orgNodes Per Second Per Watt, More Is BetterLeelaChessZero 0.20.1Backend: OpenCLGTX 1080GTX 1070GTX 1070 TiGTX 1080 TiTITAN RTXRTX 2080 TiRTX 2080RTX 2060RTX 2070GTX 1060RX Vega 64RX Vega 56RX 580RX 59051015202511.817.779.458.8022.1115.1010.137.579.275.972.734.383.743.62

PlaidML

OpenBenchmarking.orgWatts, Fewer Is BetterPlaidMLSystem Power Consumption MonitorGTX 1080GTX 1070GTX 1070 TiGTX 1080 TiTITAN RTXRTX 2080 TiRTX 2080RTX 2060RTX 2070GTX 1060RX Vega 64RX Vega 56RX 580RX 59060120180240300Min: 45.1 / Avg: 180.6 / Max: 225Min: 43.1 / Avg: 162.78 / Max: 197.9Min: 47.9 / Avg: 146.58 / Max: 171.7Min: 127.7 / Avg: 231.45 / Max: 296.9Min: 55.4 / Avg: 223.68 / Max: 345.8Min: 47.6 / Avg: 212.98 / Max: 331.1Min: 50.9 / Avg: 188.45 / Max: 269.3Min: 44 / Avg: 167.51 / Max: 215.1Min: 68.7 / Avg: 183.65 / Max: 245.5Min: 72.7 / Avg: 144.61 / Max: 170.9Min: 52.7 / Avg: 216.48 / Max: 338.1Min: 78.5 / Avg: 188.36 / Max: 262.2Min: 73 / Avg: 163.55 / Max: 194.8Min: 86.9 / Avg: 184.98 / Max: 216.4

LuxMark

OpenBenchmarking.orgWatts, Fewer Is BetterLuxMark 3.1System Power Consumption MonitorGTX 1080GTX 1070GTX 1070 TiGTX 1080 TiTITAN RTXRTX 2080 TiRTX 2080RTX 2060RTX 2070GTX 1060RX Vega 64RX Vega 56RX 580RX 59060120180240300Min: 89.3 / Avg: 173.79 / Max: 175.8Min: 82.6 / Avg: 175.54 / Max: 179.2Min: 47.6 / Avg: 146.95 / Max: 149.7Min: 161.6 / Avg: 242.69 / Max: 248.1Min: 50.6 / Avg: 334.61 / Max: 351.7Min: 47.7 / Avg: 320.7 / Max: 332Min: 48.9 / Avg: 235.08 / Max: 244.1Min: 44 / Avg: 192.74 / Max: 197.4Min: 46 / Avg: 225.28 / Max: 233.2Min: 111.3 / Avg: 143.3 / Max: 145.4Min: 49.5 / Avg: 329.31 / Max: 338.6Min: 60.2 / Avg: 257.74 / Max: 269.1Min: 71.5 / Avg: 189.63 / Max: 196.7Min: 82.1 / Avg: 218.27 / Max: 228.9

PlaidML

OpenBenchmarking.orgWatts, Fewer Is BetterPlaidMLSystem Power Consumption MonitorGTX 1080GTX 1070GTX 1070 TiGTX 1080 TiTITAN RTXRTX 2080 TiRTX 2080RTX 2060RTX 2070GTX 1060RX Vega 64RX Vega 56RX 580RX 59060120180240300Min: 115.7 / Avg: 176.49 / Max: 201.1Min: 43.1 / Avg: 156.77 / Max: 185.9Min: 48.9 / Avg: 127.46 / Max: 146.6Min: 50.4 / Avg: 194.3 / Max: 254.7Min: 52.5 / Avg: 178.13 / Max: 298.5Min: 48.3 / Avg: 198.43 / Max: 287.4Min: 47.4 / Avg: 135.75 / Max: 228.3Min: 45.1 / Avg: 125.88 / Max: 192.6Min: 46.5 / Avg: 126.45 / Max: 198.6Min: 71.5 / Avg: 140.59 / Max: 158.7Min: 88.8 / Avg: 211.83 / Max: 333.3Min: 49.4 / Avg: 145.38 / Max: 261.4Min: 72.7 / Avg: 136.8 / Max: 186.1Min: 78.3 / Avg: 178.69 / Max: 218.6

cl-mem

OpenBenchmarking.orgWatts, Fewer Is Bettercl-mem 2017-01-13System Power Consumption MonitorGTX 1080GTX 1070GTX 1070 TiGTX 1080 TiTITAN RTXRTX 2080 TiRTX 2080RTX 2060RTX 2070GTX 1060RX Vega 64RX Vega 56RX 580RX 59060120180240300Min: 43.2 / Avg: 119.3 / Max: 162.2Min: 64.6 / Avg: 132.44 / Max: 150.8Min: 49.3 / Avg: 113.36 / Max: 139.4Min: 49.6 / Avg: 139.67 / Max: 192.8Min: 54.7 / Avg: 99.5 / Max: 144.3Min: 136 / Avg: 198.3 / Max: 260.6Min: 52.6 / Avg: 141.73 / Max: 186.7Min: 43.7 / Avg: 111.03 / Max: 156.9Min: 115.9 / Avg: 150.6 / Max: 185.3Min: 57.7 / Avg: 108.33 / Max: 126.1Min: 51.9 / Avg: 197.96 / Max: 328.9Min: 49.6 / Avg: 203.34 / Max: 252.9Min: 73.1 / Avg: 141.22 / Max: 169.4Min: 194.4 / Avg: 199.58 / Max: 203.7

PlaidML

OpenBenchmarking.orgWatts, Fewer Is BetterPlaidMLSystem Power Consumption MonitorGTX 1080GTX 1070GTX 1070 TiGTX 1080 TiTITAN RTXRTX 2080 TiRTX 2080RTX 2060RTX 2070GTX 1060RX Vega 64RX Vega 56RX 580RX 59060120180240300Min: 70.3 / Avg: 172.91 / Max: 216.6Min: 43.1 / Avg: 136.92 / Max: 191.2Min: 48.4 / Avg: 125.32 / Max: 169.8Min: 65.2 / Avg: 179.46 / Max: 287.9Min: 58.3 / Avg: 176.01 / Max: 322.5Min: 47.7 / Avg: 180.78 / Max: 312Min: 49.8 / Avg: 158.89 / Max: 252.8Min: 62.3 / Avg: 137.76 / Max: 208Min: 47.2 / Avg: 141.31 / Max: 234Min: 58.2 / Avg: 131.14 / Max: 167.2Min: 53.4 / Avg: 217.55 / Max: 319.8Min: 50.2 / Avg: 151.48 / Max: 258.1Min: 73.2 / Avg: 147.27 / Max: 187.1Min: 79.7 / Avg: 162.83 / Max: 210.1

OpenBenchmarking.orgWatts, Fewer Is BetterPlaidMLSystem Power Consumption MonitorGTX 1080GTX 1070GTX 1070 TiGTX 1080 TiTITAN RTXRTX 2080 TiRTX 2080RTX 2060RTX 2070GTX 1060RX Vega 64RX Vega 56RX 580RX 59060120180240300Min: 91.9 / Avg: 152.34 / Max: 225.3Min: 45.2 / Avg: 145.44 / Max: 201.2Min: 48.6 / Avg: 134.71 / Max: 168.9Min: 61.2 / Avg: 185.7 / Max: 280.5Min: 102.3 / Avg: 194.3 / Max: 332.7Min: 100.3 / Avg: 172.57 / Max: 323.3Min: 48.4 / Avg: 158.95 / Max: 257.5Min: 65 / Avg: 134.41 / Max: 208.9Min: 49.8 / Avg: 153.92 / Max: 242.3Min: 71.4 / Avg: 121.65 / Max: 172.6Min: 81.5 / Avg: 177.38 / Max: 338.2Min: 50.1 / Avg: 150.39 / Max: 271.1Min: 73 / Avg: 145.33 / Max: 194.5Min: 81 / Avg: 162.42 / Max: 220

OpenBenchmarking.orgWatts, Fewer Is BetterPlaidMLSystem Power Consumption MonitorGTX 1080GTX 1070GTX 1070 TiGTX 1080 TiTITAN RTXRTX 2080 TiRTX 2080RTX 2060RTX 2070GTX 1060RX Vega 64RX Vega 56RX 580RX 59060120180240300Min: 91.6 / Avg: 167.52 / Max: 214.9Min: 85.2 / Avg: 157.11 / Max: 185.1Min: 50 / Avg: 141.65 / Max: 161.4Min: 123.8 / Avg: 205.47 / Max: 275.7Min: 63.8 / Avg: 192.88 / Max: 301.5Min: 49.3 / Avg: 185.12 / Max: 298.3Min: 50.1 / Avg: 167.47 / Max: 240.9Min: 45.2 / Avg: 158.66 / Max: 201.6Min: 47.5 / Avg: 159.79 / Max: 224.3Min: 70.6 / Avg: 141.88 / Max: 164.5Min: 50.9 / Avg: 173.75 / Max: 315.1Min: 78.5 / Avg: 172.43 / Max: 257.5Min: 71.3 / Avg: 157.31 / Max: 201.8Min: 79.3 / Avg: 178.28 / Max: 235.4

OpenBenchmarking.orgWatts, Fewer Is BetterPlaidMLSystem Power Consumption MonitorGTX 1080GTX 1070GTX 1070 TiGTX 1080 TiTITAN RTXRTX 2080 TiRTX 2080RTX 2060RTX 2070GTX 1060RX Vega 64RX Vega 56RX 580RX 59050100150200250Min: 90.8 / Avg: 146.71 / Max: 176.8Min: 82.2 / Avg: 136.83 / Max: 164.9Min: 104.8 / Avg: 123.57 / Max: 135.6Min: 50.4 / Avg: 165.05 / Max: 214.8Min: 57.5 / Avg: 152.07 / Max: 231.9Min: 48.6 / Avg: 159.87 / Max: 223.7Min: 46.4 / Avg: 138.03 / Max: 185.4Min: 44.3 / Avg: 116.14 / Max: 162.7Min: 47.1 / Avg: 127.27 / Max: 169.5Min: 70.1 / Avg: 124.21 / Max: 145Min: 52.2 / Avg: 165.89 / Max: 305.6Min: 74.8 / Avg: 165.69 / Max: 271.3Min: 71.3 / Avg: 146.11 / Max: 185.3Min: 80.2 / Avg: 152.62 / Max: 212.4

clpeak

OpenBenchmarking.orgWatts, Fewer Is BetterclpeakSystem Power Consumption MonitorRX Vega 64RX Vega 56RX 580RX 59060120180240300Min: 52.7 / Avg: 104.67 / Max: 335.3Min: 49.1 / Avg: 89.06 / Max: 257.9Min: 71 / Avg: 109.44 / Max: 203.5Min: 79.2 / Avg: 117.14 / Max: 233.2

SHOC Scalable HeterOgeneous Computing

OpenBenchmarking.orgWatts, Fewer Is BetterSHOC Scalable HeterOgeneous Computing 2015-11-10System Power Consumption MonitorGTX 1080GTX 1070GTX 1070 TiGTX 1080 TiTITAN RTXRTX 2080 TiRTX 2080RTX 2060RTX 2070GTX 1060RX Vega 64RX Vega 56RX 580RX 59050100150200250Min: 43.4 / Avg: 134.92 / Max: 163.8Min: 43.3 / Avg: 130.75 / Max: 158.9Min: 48.4 / Avg: 122.39 / Max: 144.2Min: 53.7 / Avg: 180.42 / Max: 218.2Min: 49.4 / Avg: 244.67 / Max: 287.4Min: 49 / Avg: 235.34 / Max: 283.1Min: 169.9 / Avg: 187.73 / Max: 213.5Min: 148.5 / Avg: 159.28 / Max: 177.5Min: 52.2 / Avg: 156.43 / Max: 195Min: 42.1 / Avg: 105.4 / Max: 135.1Min: 49.7 / Avg: 228.87 / Max: 263.7Min: 47.3 / Avg: 173.9 / Max: 235.2Min: 69.1 / Avg: 131.16 / Max: 160.2Min: 78.3 / Avg: 160.59 / Max: 187.1

clpeak

OpenBenchmarking.orgWatts, Fewer Is BetterclpeakSystem Power Consumption MonitorRX Vega 64RX Vega 56RX 580RX 59060120180240300Min: 63.8 / Avg: 133.52 / Max: 322.1Min: 47.5 / Avg: 112.24 / Max: 264.2Min: 69.5 / Avg: 116.89 / Max: 196.7Min: 77.7 / Avg: 124.39 / Max: 220.8

PlaidML

OpenBenchmarking.orgWatts, Fewer Is BetterPlaidMLSystem Power Consumption MonitorGTX 1080GTX 1070GTX 1070 TiGTX 1080 TiTITAN RTXRTX 2080 TiRTX 2080RTX 2060RTX 2070GTX 1060RX Vega 64RX Vega 56RX 580RX 59060120180240300Min: 91.6 / Avg: 162.7 / Max: 211.1Min: 83.8 / Avg: 134.85 / Max: 189.4Min: 48.5 / Avg: 113.89 / Max: 160.8Min: 122.3 / Avg: 187.68 / Max: 270.3Min: 52.6 / Avg: 162.76 / Max: 301.7Min: 48.4 / Avg: 155.12 / Max: 292.5Min: 47.4 / Avg: 148.19 / Max: 240.2Min: 86.5 / Avg: 143.68 / Max: 202.9Min: 78.4 / Avg: 132.98 / Max: 222.4Min: 60.4 / Avg: 122.52 / Max: 164.5Min: 82.4 / Avg: 172.03 / Max: 313.6Min: 50.5 / Avg: 141.19 / Max: 254.3Min: 73.6 / Avg: 141.5 / Max: 187.8Min: 81.1 / Avg: 153.59 / Max: 208.6

OpenBenchmarking.orgWatts, Fewer Is BetterPlaidMLSystem Power Consumption MonitorGTX 1080GTX 1070GTX 1070 TiGTX 1080 TiTITAN RTXRTX 2080 TiRTX 2080RTX 2060RTX 2070GTX 1060RX Vega 64RX Vega 56RX 580RX 59050100150200250Min: 89.5 / Avg: 168.75 / Max: 202.8Min: 81.8 / Avg: 153.87 / Max: 183Min: 56.1 / Avg: 132.15 / Max: 155Min: 120.7 / Avg: 202.56 / Max: 256.6Min: 51.5 / Avg: 168.92 / Max: 275.4Min: 48.4 / Avg: 188.73 / Max: 275.6Min: 47.5 / Avg: 155.97 / Max: 224.6Min: 45 / Avg: 144.95 / Max: 190.7Min: 45.8 / Avg: 146.81 / Max: 206.6Min: 87.5 / Avg: 132.19 / Max: 156.7Min: 50.6 / Avg: 181.52 / Max: 296Min: 58.9 / Avg: 147.82 / Max: 249.5Min: 73.1 / Avg: 146.45 / Max: 195.4Min: 91.8 / Avg: 163.54 / Max: 221.5

OpenBenchmarking.orgWatts, Fewer Is BetterPlaidMLSystem Power Consumption MonitorGTX 1080GTX 1070GTX 1070 TiGTX 1080 TiTITAN RTXRTX 2080 TiRTX 2080RTX 2060RTX 2070GTX 1060RX Vega 64RX Vega 56RX 580RX 59050100150200250Min: 44.3 / Avg: 147.75 / Max: 195.1Min: 45.9 / Avg: 107.3 / Max: 155.1Min: 49.7 / Avg: 93.67 / Max: 125.7Min: 53.3 / Avg: 125.73 / Max: 165.2Min: 54 / Avg: 200.17 / Max: 274.2Min: 48.2 / Avg: 152.87 / Max: 274.6Min: 52 / Avg: 97.93 / Max: 121Min: 43.1 / Avg: 95.9 / Max: 118.8Min: 115.1 / Avg: 115.83 / Max: 116.5Min: 41.8 / Avg: 76.7 / Max: 94.4Min: 52.5 / Avg: 111.85 / Max: 223.9Min: 72.5 / Avg: 123.7 / Max: 259.6Min: 71.7 / Avg: 114.33 / Max: 178.6Min: 82.4 / Avg: 137.7 / Max: 205.5

cl-mem

OpenBenchmarking.orgWatts, Fewer Is Bettercl-mem 2017-01-13System Power Consumption MonitorGTX 1080GTX 1070GTX 1070 TiGTX 1080 TiTITAN RTXRTX 2080 TiRTX 2080RTX 2060RTX 2070GTX 1060RX Vega 64RX Vega 56RX 580RX 59050100150200250Min: 102.3 / Avg: 149.02 / Max: 162.5Min: 46.7 / Avg: 129.34 / Max: 151Min: 49 / Avg: 121.24 / Max: 139.8Min: 52.6 / Avg: 161.7 / Max: 217.6Min: 55.2 / Avg: 156.17 / Max: 266.5Min: 57.7 / Avg: 161.45 / Max: 265.2Min: 50.4 / Avg: 148 / Max: 197.9Min: 45.9 / Avg: 126.65 / Max: 159.6Min: 48.6 / Avg: 145.97 / Max: 196.3Min: 55.5 / Avg: 114.96 / Max: 125.8Min: 55.2 / Avg: 211.77 / Max: 297.7Min: 50.8 / Avg: 153.05 / Max: 254.1Min: 73.5 / Avg: 144 / Max: 170.7Min: 82 / Avg: 176.16 / Max: 207.2

SHOC Scalable HeterOgeneous Computing

OpenBenchmarking.orgWatts, Fewer Is BetterSHOC Scalable HeterOgeneous Computing 2015-11-10System Power Consumption MonitorRX Vega 64RX Vega 56RX 580RX 59050100150200250Min: 62.2 / Avg: 183.8 / Max: 305.4Min: 47.8 / Avg: 120.9 / Max: 194Min: 92.2 / Avg: 137.05 / Max: 181.9Min: 138.3 / Avg: 188 / Max: 237.7

cl-mem

OpenBenchmarking.orgWatts, Fewer Is Bettercl-mem 2017-01-13System Power Consumption MonitorGTX 1080GTX 1070GTX 1070 TiGTX 1080 TiTITAN RTXRTX 2080 TiRTX 2080RTX 2060RTX 2070GTX 1060RX Vega 64RX Vega 56RX 580RX 59050100150200250Min: 92.2 / Avg: 141.24 / Max: 162.2Min: 84.4 / Avg: 137.36 / Max: 151.6Min: 50 / Avg: 124.63 / Max: 140.5Min: 216.4 / Avg: 217.73 / Max: 218.8Min: 55 / Avg: 190.13 / Max: 258.3Min: 51 / Avg: 155.07 / Max: 243.7Min: 98.5 / Avg: 128.93 / Max: 169.3Min: 44.2 / Avg: 131.53 / Max: 164.4Min: 46.9 / Avg: 139.57 / Max: 185.9Min: 43.4 / Avg: 98.27 / Max: 126.2Min: 52.5 / Avg: 191.32 / Max: 275.7Min: 207.8 / Avg: 229.9 / Max: 252.1Min: 73 / Avg: 147.4 / Max: 169Min: 78.7 / Avg: 161.08 / Max: 200.6

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: Server Room - Acceleration: OpenCLGTX 1080GTX 1070GTX 1070 TiGTX 1080 TiTITAN RTXRTX 2080 TiRTX 2080RTX 2060RTX 2070GTX 1060RX Vega 64RX Vega 56RX 580RX 5900.9631.9262.8893.8524.815SE +/- 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 +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 31.101.101.161.030.740.750.810.820.751.314.214.184.184.28
OpenBenchmarking.orgSeconds, Fewer Is BetterDarktable 2.4.4Test: Server Room - Acceleration: OpenCLGTX 1080GTX 1070GTX 1070 TiGTX 1080 TiTITAN RTXRTX 2080 TiRTX 2080RTX 2060RTX 2070GTX 1060RX Vega 64RX Vega 56RX 580RX 590246810Min: 1.1 / Avg: 1.1 / Max: 1.11Min: 1.1 / Avg: 1.1 / Max: 1.1Min: 1.15 / Avg: 1.16 / Max: 1.16Min: 1.01 / Avg: 1.03 / Max: 1.06Min: 0.73 / Avg: 0.74 / Max: 0.75Min: 0.74 / Avg: 0.75 / Max: 0.75Min: 0.81 / Avg: 0.81 / Max: 0.81Min: 0.82 / Avg: 0.82 / Max: 0.82Min: 0.75 / Avg: 0.75 / Max: 0.75Min: 1.3 / Avg: 1.31 / Max: 1.31Min: 4.2 / Avg: 4.21 / Max: 4.23Min: 4.18 / Avg: 4.18 / Max: 4.19Min: 4.17 / Avg: 4.18 / Max: 4.2Min: 4.27 / Avg: 4.28 / Max: 4.28

PlaidML

OpenBenchmarking.orgWatts, Fewer Is BetterPlaidMLSystem Power Consumption MonitorGTX 1080GTX 1070GTX 1070 TiGTX 1080 TiTITAN RTXRTX 2080 TiRTX 2080RTX 2060RTX 2070GTX 1060RX Vega 64RX Vega 56RX 580RX 5904080120160200Min: 91.7 / Avg: 152.84 / Max: 169.4Min: 48.4 / Avg: 126.46 / Max: 165Min: 48.1 / Avg: 99.69 / Max: 140.6Min: 47.2 / Avg: 121.72 / Max: 213.3Min: 56 / Avg: 163.54 / Max: 245.3Min: 48.4 / Avg: 137.54 / Max: 235.7Min: 48 / Avg: 132.2 / Max: 198.2Min: 47.3 / Avg: 110.84 / Max: 168.5Min: 49.9 / Avg: 120.6 / Max: 185.8Min: 43.2 / Avg: 99.8 / Max: 140.7Min: 75.8 / Avg: 156.29 / Max: 240.3Min: 49.7 / Avg: 124.48 / Max: 221.8Min: 73.6 / Avg: 119.65 / Max: 155.1Min: 78.7 / Avg: 135.11 / Max: 174.8

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 1080GTX 1070GTX 1070 TiGTX 1080 TiTITAN RTXRTX 2080 TiRTX 2080RTX 2060RTX 2070GTX 1060RX Vega 64RX Vega 56RX 580RX 590amdocl30060090012001500SE +/- 0.28, N = 3SE +/- 0.82, N = 3SE +/- 0.80, N = 3SE +/- 1.91, N = 3SE +/- 3.52, N = 3SE +/- 1.02, N = 3SE +/- 2.94, N = 3SE +/- 0.24, N = 3SE +/- 1.24, N = 3SE +/- 1.03, N = 3SE +/- 0.60, N = 3SE +/- 0.86, N = 3SE +/- 1.47, N = 3SE +/- 1.57, N = 3SE +/- 1.03, N = 3527447433596115811731121102410774114253552112413691. (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 1080GTX 1070GTX 1070 TiGTX 1080 TiTITAN RTXRTX 2080 TiRTX 2080RTX 2060RTX 2070GTX 1060RX Vega 64RX Vega 56RX 580RX 590amdocl2004006008001000Min: 526.71 / Avg: 527.14 / Max: 527.67Min: 445.5 / Avg: 447.09 / Max: 448.19Min: 431.53 / Avg: 433.09 / Max: 434.17Min: 592.44 / Avg: 596.16 / Max: 598.8Min: 1151.93 / Avg: 1158.19 / Max: 1164.11Min: 1171.44 / Avg: 1172.57 / Max: 1174.6Min: 1115.71 / Avg: 1121.4 / Max: 1125.5Min: 1023.47 / Avg: 1023.82 / Max: 1024.27Min: 1074.61 / Avg: 1076.98 / Max: 1078.78Min: 410.11 / Avg: 411.15 / Max: 413.22Min: 424.21 / Avg: 424.95 / Max: 426.14Min: 353.7 / Avg: 355.4 / Max: 356.46Min: 209.56 / Avg: 211.18 / Max: 214.11Min: 238.01 / Avg: 241.06 / Max: 243.2Min: 366.85 / Avg: 368.89 / Max: 370.151. (CXX) g++ options: -O2 -lSHOCCommonMPI -lSHOCCommonOpenCL -lSHOCCommon -lOpenCL -lrt -pthread -lmpi_cxx -lmpi

clpeak

OpenBenchmarking.orgWatts, Fewer Is BetterclpeakSystem Power Consumption MonitorRX Vega 64RX Vega 56RX 580RX 59050100150200250Min: 51.6 / Avg: 87.77 / Max: 273.2Min: 49.2 / Avg: 81.54 / Max: 259Min: 73.3 / Avg: 98.79 / Max: 101.9Min: 79.3 / Avg: 107.03 / Max: 127.7

OpenBenchmarking.orgGFLOPS, More Is BetterclpeakOpenCL Test: Double-Precision DoubleGTX 1080GTX 1070GTX 1070 TiGTX 1080 TiTITAN RTXRTX 2080 TiRTX 2080RTX 2060RTX 2070GTX 1060RX Vega 64RX Vega 56RX 580RX 590amdocl2004006008001000SE +/- 0.02, N = 3SE +/- 0.26, N = 3SE +/- 0.24, N = 3SE +/- 0.14, N = 3SE +/- 1.29, N = 3SE +/- 1.25, N = 3SE +/- 0.98, N = 3SE +/- 0.60, N = 3SE +/- 0.72, N = 3SE +/- 0.05, N = 3SE +/- 1.09, N = 3SE +/- 1.26, N = 3SE +/- 0.01, N = 3SE +/- 0.21, N = 3SE +/- 1.18, N = 32972242424155405193432312661518336983924366891. (CXX) g++ options: -O3 -rdynamic -lOpenCL
OpenBenchmarking.orgGFLOPS, More Is BetterclpeakOpenCL Test: Double-Precision DoubleGTX 1080GTX 1070GTX 1070 TiGTX 1080 TiTITAN RTXRTX 2080 TiRTX 2080RTX 2060RTX 2070GTX 1060RX Vega 64RX Vega 56RX 580RX 590amdocl150300450600750Min: 297.37 / Avg: 297.4 / Max: 297.42Min: 223.25 / Avg: 223.76 / Max: 224.03Min: 241.36 / Avg: 241.64 / Max: 242.12Min: 414.58 / Avg: 414.85 / Max: 415.04Min: 537.59 / Avg: 539.61 / Max: 542.01Min: 516.26 / Avg: 518.58 / Max: 520.56Min: 341.37 / Avg: 342.53 / Max: 344.48Min: 229.66 / Avg: 230.86 / Max: 231.47Min: 265.58 / Avg: 266.33 / Max: 267.77Min: 150.56 / Avg: 150.64 / Max: 150.74Min: 831.3 / Avg: 832.76 / Max: 834.89Min: 696.74 / Avg: 698.3 / Max: 700.8Min: 391.89 / Avg: 391.92 / Max: 391.93Min: 435.72 / Avg: 435.98 / Max: 436.39Min: 686.8 / Avg: 688.94 / Max: 690.851. (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 SPGTX 1080GTX 1070GTX 1070 TiGTX 1080 TiTITAN RTXRTX 2080 TiRTX 2080RTX 2060RTX 2070GTX 1060RX Vega 64RX Vega 56RX 580RX 590amdocl30060090012001500SE +/- 1.43, N = 3SE +/- 8.74, N = 3SE +/- 1.30, N = 3SE +/- 2.56, N = 3SE +/- 2.67, N = 3SE +/- 11.70, N = 3SE +/- 6.71, N = 3SE +/- 10.50, N = 3SE +/- 46.80, N = 3SE +/- 2.45, N = 3SE +/- 0.34, N = 3SE +/- 1.97, N = 3SE +/- 0.36, N = 3SE +/- 1.04, N = 3SE +/- 2.55, N = 35754535019721553144510838039882979229275475708951. (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 1080GTX 1070GTX 1070 TiGTX 1080 TiTITAN RTXRTX 2080 TiRTX 2080RTX 2060RTX 2070GTX 1060RX Vega 64RX Vega 56RX 580RX 590amdocl30060090012001500Min: 572.34 / Avg: 574.51 / Max: 577.21Min: 443.6 / Avg: 453.16 / Max: 470.62Min: 498.13 / Avg: 500.59 / Max: 502.57Min: 968.63 / Avg: 972.1 / Max: 977.1Min: 1548.6 / Avg: 1552.67 / Max: 1557.7Min: 1431.39 / Avg: 1444.87 / Max: 1468.18Min: 1069.68 / Avg: 1083.05 / Max: 1090.83Min: 782.66 / Avg: 802.85 / Max: 817.98Min: 936.99 / Avg: 988.41 / Max: 1081.85Min: 291.88 / Avg: 296.79 / Max: 299.31Min: 921.98 / Avg: 922.45 / Max: 923.1Min: 923 / Avg: 926.77 / Max: 929.62Min: 546.73 / Avg: 547.28 / Max: 547.95Min: 569.21 / Avg: 570.35 / Max: 572.42Min: 891.37 / Avg: 894.75 / Max: 899.761. (CXX) g++ options: -O2 -lSHOCCommonMPI -lSHOCCommonOpenCL -lSHOCCommon -lOpenCL -lrt -pthread -lmpi_cxx -lmpi

JuliaGPU

OpenBenchmarking.orgWatts, Fewer Is BetterJuliaGPU 1.2pts1System Power Consumption MonitorGTX 1080GTX 1070GTX 1070 TiGTX 1080 TiTITAN RTXRTX 2080 TiRTX 2080RTX 2060RTX 2070GTX 1060RX Vega 64RX Vega 56RX 580RX 5904080120160200Min: 42.3 / Avg: 127 / Max: 157.8Min: 42.3 / Avg: 116.82 / Max: 147.4Min: 47.7 / Avg: 111.88 / Max: 128.2Min: 67.7 / Avg: 159.15 / Max: 189.8Min: 51.3 / Avg: 148.68 / Max: 204Min: 99.5 / Avg: 147.3 / Max: 199.5Min: 46.4 / Avg: 134.7 / Max: 169Min: 43.5 / Avg: 112.53 / Max: 153.7Min: 52.9 / Avg: 116.58 / Max: 157.4Min: 57.5 / Avg: 112.76 / Max: 128.1Min: 49.9 / Avg: 71.23 / Max: 89Min: 47.6 / Avg: 160.43 / Max: 218.2Min: 93.8 / Avg: 132.17 / Max: 160.8Min: 75.7 / Avg: 142.48 / Max: 179.1

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 1080GTX 1070GTX 1070 TiGTX 1080 TiTITAN RTXRTX 2080 TiRTX 2080RTX 2060RTX 2070GTX 1060RX Vega 64RX Vega 56RX 580RX 590amdocl7001400210028003500SE +/- 32.06, N = 3SE +/- 9.63, N = 3SE +/- 13.26, N = 3SE +/- 25.14, N = 3SE +/- 28.14, N = 3SE +/- 20.98, N = 3SE +/- 22.18, N = 3SE +/- 13.06, N = 3SE +/- 20.57, N = 3SE +/- 6.27, N = 3SE +/- 5.51, N = 3SE +/- 2.66, N = 3SE +/- 2.68, N = 3SE +/- 2.57, N = 3SE +/- 16.88, N = 517501430147823333275310722591484172989985675864068311891. (CXX) g++ options: -lpthread
OpenBenchmarking.orgNodes Per Second, More Is BetterLeelaChessZero 0.20.1Backend: OpenCLGTX 1080GTX 1070GTX 1070 TiGTX 1080 TiTITAN RTXRTX 2080 TiRTX 2080RTX 2060RTX 2070GTX 1060RX Vega 64RX Vega 56RX 580RX 590amdocl6001200180024003000Min: 1686.07 / Avg: 1749.9 / Max: 1787.12Min: 1412.22 / Avg: 1430.05 / Max: 1445.29Min: 1451.36 / Avg: 1477.54 / Max: 1494.31Min: 2285.91 / Avg: 2332.72 / Max: 2372.04Min: 3232.74 / Avg: 3275.46 / Max: 3328.55Min: 3066.49 / Avg: 3106.95 / Max: 3136.83Min: 2235.88 / Avg: 2258.99 / Max: 2303.34Min: 1463.59 / Avg: 1484.44 / Max: 1508.5Min: 1689.75 / Avg: 1729.48 / Max: 1758.6Min: 888.27 / Avg: 898.96 / Max: 909.99Min: 845.6 / Avg: 855.82 / Max: 864.48Min: 755.31 / Avg: 758.02 / Max: 763.35Min: 634.98 / Avg: 640.09 / Max: 644.05Min: 677.93 / Avg: 682.7 / Max: 686.74Min: 1142.21 / Avg: 1189.3 / Max: 1247.11. (CXX) g++ options: -lpthread

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 HashGTX 1080GTX 1070GTX 1070 TiGTX 1080 TiTITAN RTXRTX 2080 TiRTX 2080RTX 2060RTX 2070GTX 1060RX Vega 64RX Vega 56RX 580RX 590amdocl816243240SE +/- 0.02, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.06, N = 3SE +/- 0.35, N = 3SE +/- 0.40, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.02, N = 3SE +/- 0.02, N = 314.1910.4711.6319.6836.2835.1323.7415.8718.427.2816.3912.708.059.1612.951. (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 1080GTX 1070GTX 1070 TiGTX 1080 TiTITAN RTXRTX 2080 TiRTX 2080RTX 2060RTX 2070GTX 1060RX Vega 64RX Vega 56RX 580RX 590amdocl816243240Min: 14.15 / Avg: 14.19 / Max: 14.22Min: 10.47 / Avg: 10.47 / Max: 10.47Min: 11.63 / Avg: 11.63 / Max: 11.63Min: 19.56 / Avg: 19.68 / Max: 19.78Min: 35.77 / Avg: 36.28 / Max: 36.95Min: 34.34 / Avg: 35.13 / Max: 35.58Min: 23.74 / Avg: 23.74 / Max: 23.75Min: 15.86 / Avg: 15.87 / Max: 15.88Min: 18.41 / Avg: 18.42 / Max: 18.43Min: 7.28 / Avg: 7.28 / Max: 7.28Min: 16.38 / Avg: 16.39 / Max: 16.4Min: 12.68 / Avg: 12.7 / Max: 12.73Min: 8.05 / Avg: 8.05 / Max: 8.05Min: 9.12 / Avg: 9.16 / Max: 9.19Min: 12.91 / Avg: 12.95 / Max: 131. (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: ReadGTX 1080GTX 1070GTX 1070 TiGTX 1080 TiTITAN RTXRTX 2080RTX 2060RTX 2070GTX 1060RX Vega 64RX Vega 56RX 580RX 5900.81451.6292.44353.2584.07251.541.591.692.093.622.652.342.691.330.750.991.121.01

PlaidML

OpenBenchmarking.orgWatts, Fewer Is BetterPlaidMLSystem Power Consumption MonitorGTX 1080GTX 1070GTX 1070 TiGTX 1080 TiTITAN RTXRTX 2080 TiRTX 2080RTX 2060RTX 2070GTX 1060RX Vega 64RX Vega 56RX 580RX 5904080120160200Min: 43.7 / Avg: 93.48 / Max: 127.3Min: 42.8 / Avg: 91.98 / Max: 117.4Min: 48.7 / Avg: 98.18 / Max: 132.6Min: 91.6 / Avg: 149.17 / Max: 203.2Min: 52.9 / Avg: 110.8 / Max: 140.2Min: 48.4 / Avg: 94.48 / Max: 113.3Min: 56.3 / Avg: 130.87 / Max: 184.7Min: 45.5 / Avg: 121.65 / Max: 166.1Min: 46 / Avg: 93.68 / Max: 129.3Min: 42.1 / Avg: 107.84 / Max: 141.6Min: 54 / Avg: 69.27 / Max: 82.4Min: 49.6 / Avg: 92.35 / Max: 157.7Min: 75.6 / Avg: 109.4 / Max: 179Min: 82.3 / Avg: 126.56 / Max: 194.9

SHOC Scalable HeterOgeneous Computing

OpenBenchmarking.orgGB/s Per Watt, More Is BetterSHOC Scalable HeterOgeneous Computing 2015-11-10Target: OpenCL - Benchmark: Texture Read BandwidthGTX 1080GTX 1070GTX 1070 TiGTX 1080 TiTITAN RTXRTX 2080 TiRTX 2080RTX 2060RTX 2070GTX 1060RX Vega 64RX Vega 56RX 580RX 5902468103.913.423.543.304.734.985.976.436.883.901.862.041.611.50

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: No - Mode: Inference - Network: VGG16 - Device: OpenCLGTX 1080GTX 1070GTX 1070 TiGTX 1080 TiTITAN RTXRTX 2080 TiRTX 2080RTX 2060RTX 2070GTX 1060RX Vega 64RX Vega 56RX 580RX 590amdocl60120180240300SE +/- 0.06, N = 3SE +/- 0.04, N = 3SE +/- 0.01, N = 3SE +/- 0.12, N = 3SE +/- 0.72, N = 3SE +/- 0.36, N = 3SE +/- 0.17, N = 3SE +/- 0.16, N = 3SE +/- 0.27, N = 3SE +/- 0.04, N = 3SE +/- 0.11, N = 3SE +/- 0.18, N = 3SE +/- 0.05, N = 3SE +/- 0.01, N = 3SE +/- 0.04, N = 3143.00129.00131.00189.00289.00273.00203.00150.00189.0094.08137.62120.4465.1868.69120.11
OpenBenchmarking.orgExamples Per Second, More Is BetterPlaidMLFP16: No - Mode: Inference - Network: VGG16 - Device: OpenCLGTX 1080GTX 1070GTX 1070 TiGTX 1080 TiTITAN RTXRTX 2080 TiRTX 2080RTX 2060RTX 2070GTX 1060RX Vega 64RX Vega 56RX 580RX 590amdocl50100150200250Min: 142.61 / Avg: 142.69 / Max: 142.8Min: 128.87 / Avg: 128.94 / Max: 128.99Min: 130.93 / Avg: 130.95 / Max: 130.97Min: 188.71 / Avg: 188.84 / Max: 189.07Min: 288.45 / Avg: 289.19 / Max: 290.62Min: 272.43 / Avg: 272.89 / Max: 273.61Min: 203.19 / Avg: 203.39 / Max: 203.73Min: 150.11 / Avg: 150.43 / Max: 150.64Min: 189.1 / Avg: 189.39 / Max: 189.94Min: 94.02 / Avg: 94.08 / Max: 94.14Min: 137.41 / Avg: 137.62 / Max: 137.78Min: 120.22 / Avg: 120.44 / Max: 120.79Min: 65.13 / Avg: 65.18 / Max: 65.29Min: 68.67 / Avg: 68.69 / Max: 68.71Min: 120.05 / Avg: 120.11 / Max: 120.19

OpenBenchmarking.orgExamples Per Second, More Is BetterPlaidMLFP16: Yes - Mode: Inference - Network: VGG16 - Device: OpenCLGTX 1080GTX 1070GTX 1070 TiGTX 1080 TiTITAN RTXRTX 2080 TiRTX 2080RTX 2060RTX 2070GTX 1060RX Vega 64RX Vega 56RX 580RX 590amdocl60120180240300SE +/- 0.09, N = 3SE +/- 0.12, N = 3SE +/- 0.06, N = 3SE +/- 0.32, N = 3SE +/- 0.43, N = 3SE +/- 0.20, N = 3SE +/- 0.32, N = 3SE +/- 0.15, N = 3SE +/- 0.26, N = 3SE +/- 0.03, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.02, N = 3SE +/- 0.01, N = 3SE +/- 0.55, N = 3139.00126.00128.00194.00264.00250.00192.00148.00179.0094.62119.99106.6660.9864.04108.36
OpenBenchmarking.orgExamples Per Second, More Is BetterPlaidMLFP16: Yes - Mode: Inference - Network: VGG16 - Device: OpenCLGTX 1080GTX 1070GTX 1070 TiGTX 1080 TiTITAN RTXRTX 2080 TiRTX 2080RTX 2060RTX 2070GTX 1060RX Vega 64RX Vega 56RX 580RX 590amdocl50100150200250Min: 138.95 / Avg: 139.09 / Max: 139.25Min: 126.33 / Avg: 126.49 / Max: 126.72Min: 128.34 / Avg: 128.4 / Max: 128.51Min: 194.05 / Avg: 194.4 / Max: 195.04Min: 263.47 / Avg: 264.04 / Max: 264.9Min: 249.48 / Avg: 249.7 / Max: 250.09Min: 191.55 / Avg: 192.06 / Max: 192.65Min: 147.98 / Avg: 148.21 / Max: 148.51Min: 178.77 / Avg: 179.11 / Max: 179.62Min: 94.58 / Avg: 94.62 / Max: 94.68Min: 119.99 / Avg: 119.99 / Max: 119.99Min: 106.66 / Avg: 106.66 / Max: 106.66Min: 60.95 / Avg: 60.98 / Max: 61.01Min: 64.02 / Avg: 64.04 / Max: 64.06Min: 107.26 / Avg: 108.36 / Max: 108.96

OpenBenchmarking.orgExamples Per Second, More Is BetterPlaidMLFP16: No - Mode: Inference - Network: ResNet 50 - Device: OpenCLGTX 1080GTX 1070GTX 1070 TiGTX 1080 TiTITAN RTXRTX 2080 TiRTX 2080RTX 2060RTX 2070GTX 1060RX Vega 64RX Vega 56RX 580RX 590amdocl120240360480600SE +/- 0.41, N = 3SE +/- 0.45, N = 3SE +/- 0.24, N = 3SE +/- 0.55, N = 3SE +/- 1.67, N = 3SE +/- 0.31, N = 3SE +/- 0.45, N = 3SE +/- 0.26, N = 3SE +/- 0.33, N = 3SE +/- 0.11, N = 3SE +/- 1.40, N = 3SE +/- 2.52, N = 3SE +/- 0.04, N = 3SE +/- 0.07, N = 3SE +/- 0.31, N = 3292257262339556537400309376194270228133142262
OpenBenchmarking.orgExamples Per Second, More Is BetterPlaidMLFP16: No - Mode: Inference - Network: ResNet 50 - Device: OpenCLGTX 1080GTX 1070GTX 1070 TiGTX 1080 TiTITAN RTXRTX 2080 TiRTX 2080RTX 2060RTX 2070GTX 1060RX Vega 64RX Vega 56RX 580RX 590amdocl100200300400500Min: 291.32 / Avg: 292.02 / Max: 292.73Min: 256.49 / Avg: 257.03 / Max: 257.93Min: 261.35 / Avg: 261.84 / Max: 262.13Min: 338.01 / Avg: 338.9 / Max: 339.9Min: 553.7 / Avg: 556.33 / Max: 559.45Min: 536.36 / Avg: 536.97 / Max: 537.39Min: 398.92 / Avg: 399.51 / Max: 400.4Min: 308.5 / Avg: 309.01 / Max: 309.37Min: 375.3 / Avg: 375.95 / Max: 376.34Min: 193.36 / Avg: 193.57 / Max: 193.7Min: 266.9 / Avg: 269.65 / Max: 271.52Min: 224.27 / Avg: 227.55 / Max: 232.5Min: 133.27 / Avg: 133.36 / Max: 133.42Min: 142.26 / Avg: 142.36 / Max: 142.5Min: 261.42 / Avg: 261.97 / Max: 262.48

clpeak

OpenBenchmarking.orgWatts, Fewer Is BetterclpeakSystem Power Consumption MonitorRX Vega 64RX Vega 56RX 580RX 590306090120150Min: 49.5 / Avg: 80.89 / Max: 182.7Min: 47.8 / Avg: 76.77 / Max: 77.8Min: 69.4 / Avg: 100.72 / Max: 186.8Min: 76.7 / Avg: 105.71 / Max: 119.2

Darktable

OpenBenchmarking.orgWatts, Fewer Is BetterDarktable 2.4.4System Power Consumption MonitorRX Vega 64RX Vega 56RX 580RX 5904080120160200Min: 52.7 / Avg: 132.86 / Max: 151.4Min: 118.8 / Avg: 139.2 / Max: 147Min: 74.4 / Avg: 164 / Max: 184.5Min: 80.8 / Avg: 170.15 / Max: 205

OpenBenchmarking.orgWatts, Fewer Is BetterDarktable 2.4.4System Power Consumption MonitorRX Vega 64RX Vega 56RX 580RX 590306090120150Min: 127.1 / Avg: 138.95 / Max: 150.8Min: 48.4 / Avg: 110.52 / Max: 178.2Min: 73 / Avg: 131.16 / Max: 186.9Min: 79.3 / Avg: 145.78 / Max: 178.8

PlaidML

OpenBenchmarking.orgExamples Per Second Per Watt, More Is BetterPlaidMLFP16: Yes - Mode: Inference - Network: VGG16 - Device: OpenCLGTX 1080GTX 1070GTX 1070 TiGTX 1080 TiTITAN RTXRTX 2080 TiRTX 2080RTX 2060RTX 2070GTX 1060RX Vega 64RX Vega 56RX 580RX 5900.33750.6751.01251.351.68750.800.921.021.081.501.381.211.081.270.720.550.700.410.39

OpenBenchmarking.orgExamples Per Second, More Is BetterPlaidMLFP16: No - Mode: Training - Network: Mobilenet - Device: OpenCLGTX 1080GTX 1070GTX 1070 TiGTX 1080 TiTITAN RTXRTX 2080 TiRTX 2080RTX 2060RTX 2070GTX 1060RX Vega 64RX Vega 56RX 580RX 590amdocl4080120160200SE +/- 0.07, N = 3SE +/- 0.15, N = 3SE +/- 0.03, N = 3SE +/- 0.18, N = 3SE +/- 0.19, N = 3SE +/- 0.10, N = 3SE +/- 0.21, N = 3SE +/- 0.11, N = 3SE +/- 0.18, N = 3SE +/- 0.03, N = 3SE +/- 0.17, N = 3SE +/- 0.03, N = 3SE +/- 0.04, N = 3SE +/- 0.02, N = 3SE +/- 0.10, N = 3103.00107.00103.00125.00160.00156.00133.00113.00132.0086.9474.3171.2342.0445.6175.09
OpenBenchmarking.orgExamples Per Second, More Is BetterPlaidMLFP16: No - Mode: Training - Network: Mobilenet - Device: OpenCLGTX 1080GTX 1070GTX 1070 TiGTX 1080 TiTITAN RTXRTX 2080 TiRTX 2080RTX 2060RTX 2070GTX 1060RX Vega 64RX Vega 56RX 580RX 590amdocl306090120150Min: 102.56 / Avg: 102.63 / Max: 102.77Min: 107.12 / Avg: 107.4 / Max: 107.66Min: 102.73 / Avg: 102.78 / Max: 102.84Min: 125.21 / Avg: 125.45 / Max: 125.8Min: 159.74 / Avg: 160.07 / Max: 160.41Min: 155.76 / Avg: 155.89 / Max: 156.08Min: 132.99 / Avg: 133.25 / Max: 133.68Min: 112.47 / Avg: 112.61 / Max: 112.83Min: 131.66 / Avg: 131.97 / Max: 132.29Min: 86.89 / Avg: 86.94 / Max: 86.97Min: 74.08 / Avg: 74.31 / Max: 74.64Min: 71.17 / Avg: 71.23 / Max: 71.25Min: 41.98 / Avg: 42.04 / Max: 42.12Min: 45.59 / Avg: 45.61 / Max: 45.65Min: 74.89 / Avg: 75.09 / Max: 75.22

Darktable

OpenBenchmarking.orgWatts, Fewer Is BetterDarktable 2.4.4System Power Consumption MonitorRX Vega 64RX Vega 56RX 580RX 590306090120150Min: 159.8 / Avg: 170.75 / Max: 181.7Min: 48.3 / Avg: 83.05 / Max: 115.5Min: 71.4 / Avg: 101.98 / Max: 180.7Min: 77.5 / Avg: 115.43 / Max: 145.8

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 1080GTX 1070GTX 1070 TiGTX 1080 TiTITAN RTXRTX 2080 TiRTX 2080RTX 2060RTX 2070GTX 1060RX Vega 64RX Vega 56RX 580RX 590amdocl10K20K30K40K50KSE +/- 42.00, N = 3SE +/- 1.33, N = 3SE +/- 14.90, N = 3SE +/- 8.33, N = 3SE +/- 103.04, N = 3SE +/- 155.67, N = 3SE +/- 25.12, N = 3SE +/- 31.58, N = 3SE +/- 107.00, N = 3SE +/- 46.58, N = 3SE +/- 583.87, N = 3SE +/- 65.67, N = 3SE +/- 17.84, N = 3SE +/- 74.83, N = 3SE +/- 124.42, N = 3138031728716776216824602242787291462135629532122563256531079152711722128140
OpenBenchmarking.orgScore, More Is BetterLuxMark 3.1OpenCL Device: GPU - Scene: Luxball HDRGTX 1080GTX 1070GTX 1070 TiGTX 1080 TiTITAN RTXRTX 2080 TiRTX 2080RTX 2060RTX 2070GTX 1060RX Vega 64RX Vega 56RX 580RX 590amdocl8K16K24K32K40KMin: 13761 / Avg: 13803 / Max: 13887Min: 17286 / Avg: 17287.33 / Max: 17290Min: 16759 / Avg: 16776.33 / Max: 16806Min: 21674 / Avg: 21682.33 / Max: 21699Min: 45879 / Avg: 46022 / Max: 46222Min: 42607 / Avg: 42787 / Max: 43097Min: 29102 / Avg: 29145.67 / Max: 29189Min: 21297 / Avg: 21356 / Max: 21405Min: 29424 / Avg: 29532 / Max: 29746Min: 12182 / Avg: 12256 / Max: 12342Min: 31844 / Avg: 32565 / Max: 33721Min: 30948 / Avg: 31079.33 / Max: 31145Min: 15253 / Avg: 15271.33 / Max: 15307Min: 17071 / Avg: 17220.67 / Max: 17296Min: 27960 / Avg: 28140.33 / Max: 28379

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 1080GTX 1070GTX 1070 TiGTX 1080 TiTITAN RTXRTX 2080 TiRTX 2080RTX 2060RTX 2070GTX 1060RX Vega 64RX Vega 56RX 580RX 590amdocl120240360480600SE +/- 0.18, N = 3SE +/- 0.09, N = 3SE +/- 0.27, N = 3SE +/- 0.52, N = 3SE +/- 0.38, N = 3SE +/- 0.50, N = 3SE +/- 1.81, N = 3SE +/- 0.15, N = 3SE +/- 1.98, N = 3SE +/- 0.17, N = 3SE +/- 0.18, N = 3SE +/- 0.06, N = 3SE +/- 0.15, N = 3SE +/- 0.58, N = 3SE +/- 0.54, N = 32292052053375655443922963921531591511621783401. (CC) gcc options: -O2 -flto -lOpenCL
OpenBenchmarking.orgGB/s, More Is Bettercl-mem 2017-01-13Benchmark: ReadGTX 1080GTX 1070GTX 1070 TiGTX 1080 TiTITAN RTXRTX 2080 TiRTX 2080RTX 2060RTX 2070GTX 1060RX Vega 64RX Vega 56RX 580RX 590amdocl100200300400500Min: 228.6 / Avg: 228.93 / Max: 229.2Min: 205.1 / Avg: 205.27 / Max: 205.4Min: 204.2 / Avg: 204.73 / Max: 205.1Min: 336.4 / Avg: 337.37 / Max: 338.2Min: 565 / Avg: 565.43 / Max: 566.2Min: 543.5 / Avg: 544 / Max: 545Min: 388.5 / Avg: 391.87 / Max: 394.7Min: 296.1 / Avg: 296.3 / Max: 296.6Min: 388.2 / Avg: 392.1 / Max: 394.6Min: 152.5 / Avg: 152.67 / Max: 153Min: 158.7 / Avg: 159.03 / Max: 159.3Min: 150.9 / Avg: 151 / Max: 151.1Min: 161.5 / Avg: 161.77 / Max: 162Min: 177.2 / Avg: 177.83 / Max: 179Min: 339.4 / Avg: 340.47 / Max: 341.11. (CC) gcc options: -O2 -flto -lOpenCL

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: ResNet 50 - Device: OpenCLGTX 1080GTX 1070GTX 1070 TiGTX 1080 TiTITAN RTXRTX 2080 TiRTX 2080RTX 2060RTX 2070GTX 1060RX Vega 64RX Vega 56RX 580RX 590amdocl100200300400500SE +/- 0.24, N = 3SE +/- 0.38, N = 3SE +/- 0.16, N = 3SE +/- 0.34, N = 3SE +/- 1.16, N = 3SE +/- 1.03, N = 3SE +/- 0.40, N = 3SE +/- 0.26, N = 3SE +/- 0.76, N = 3SE +/- 0.17, N = 3SE +/- 0.13, N = 3SE +/- 0.07, N = 3SE +/- 0.01, N = 3SE +/- 0.04, N = 3SE +/- 2.54, N = 3264237237334474458354282333183213195128137215
OpenBenchmarking.orgExamples Per Second, More Is BetterPlaidMLFP16: Yes - Mode: Inference - Network: ResNet 50 - Device: OpenCLGTX 1080GTX 1070GTX 1070 TiGTX 1080 TiTITAN RTXRTX 2080 TiRTX 2080RTX 2060RTX 2070GTX 1060RX Vega 64RX Vega 56RX 580RX 590amdocl80160240320400Min: 263.46 / Avg: 263.87 / Max: 264.3Min: 236.94 / Avg: 237.38 / Max: 238.13Min: 237.19 / Avg: 237.39 / Max: 237.7Min: 333.56 / Avg: 334.13 / Max: 334.72Min: 472.54 / Avg: 474.44 / Max: 476.54Min: 456.67 / Avg: 458.12 / Max: 460.12Min: 353.61 / Avg: 354.02 / Max: 354.83Min: 281.23 / Avg: 281.69 / Max: 282.14Min: 331.75 / Avg: 333.11 / Max: 334.37Min: 182.32 / Avg: 182.6 / Max: 182.92Min: 213.31 / Avg: 213.45 / Max: 213.71Min: 194.42 / Avg: 194.54 / Max: 194.68Min: 128.33 / Avg: 128.35 / Max: 128.36Min: 136.47 / Avg: 136.55 / Max: 136.59Min: 212.43 / Avg: 215.12 / Max: 220.19

clpeak

OpenBenchmarking.orgGBPS, More Is BetterclpeakOpenCL Test: Global Memory BandwidthGTX 1080GTX 1070GTX 1070 TiGTX 1080 TiTITAN RTXRTX 2080 TiRTX 2080RTX 2060RTX 2070GTX 1060RX Vega 64RX Vega 56RX 580RX 590amdocl110220330440550SE +/- 0.05, N = 3SE +/- 0.02, N = 3SE +/- 0.22, N = 3SE +/- 0.68, N = 3SE +/- 1.70, N = 3SE +/- 0.48, N = 3SE +/- 0.37, N = 3SE +/- 0.19, N = 3SE +/- 2.69, N = 3SE +/- 0.95, N = 3SE +/- 0.05, N = 3SE +/- 0.01, N = 3SE +/- 1.46, N = 3SE +/- 1.82, N = 3SE +/- 0.34, N = 32221961973295255053682763651453623172062173181. (CXX) g++ options: -O3 -rdynamic -lOpenCL
OpenBenchmarking.orgGBPS, More Is BetterclpeakOpenCL Test: Global Memory BandwidthGTX 1080GTX 1070GTX 1070 TiGTX 1080 TiTITAN RTXRTX 2080 TiRTX 2080RTX 2060RTX 2070GTX 1060RX Vega 64RX Vega 56RX 580RX 590amdocl90180270360450Min: 221.94 / Avg: 222.03 / Max: 222.08Min: 196.27 / Avg: 196.3 / Max: 196.32Min: 196.62 / Avg: 197.05 / Max: 197.27Min: 328.16 / Avg: 329.02 / Max: 330.37Min: 522.05 / Avg: 525.42 / Max: 527.52Min: 504.5 / Avg: 505.01 / Max: 505.96Min: 367.26 / Avg: 367.64 / Max: 368.37Min: 275.65 / Avg: 275.99 / Max: 276.3Min: 359.25 / Avg: 364.64 / Max: 367.34Min: 143.59 / Avg: 145.49 / Max: 146.46Min: 362.15 / Avg: 362.21 / Max: 362.3Min: 317.46 / Avg: 317.48 / Max: 317.5Min: 202.81 / Avg: 205.73 / Max: 207.19Min: 213 / Avg: 216.65 / Max: 218.52Min: 317.25 / Avg: 317.77 / Max: 318.421. (CXX) g++ options: -O3 -rdynamic -lOpenCL

OpenBenchmarking.orgGBPS, More Is BetterclpeakOpenCL Test: Transfer Bandwidth enqueueWriteBufferGTX 1080GTX 1070GTX 1070 TiGTX 1080 TiTITAN RTXRTX 2080 TiRTX 2080RTX 2060RTX 2070GTX 1060RX Vega 64RX Vega 56RX 580RX 590amdocl1020304050SE +/- 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 = 3SE +/- 0.01, N = 3SE +/- 0.04, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.22, N = 3SE +/- 0.42, N = 312.5912.6012.5512.5712.5812.5912.5212.6012.4812.5444.3144.9744.9744.1937.971. (CXX) g++ options: -O3 -rdynamic -lOpenCL
OpenBenchmarking.orgGBPS, More Is BetterclpeakOpenCL Test: Transfer Bandwidth enqueueWriteBufferGTX 1080GTX 1070GTX 1070 TiGTX 1080 TiTITAN RTXRTX 2080 TiRTX 2080RTX 2060RTX 2070GTX 1060RX Vega 64RX Vega 56RX 580RX 590amdocl918273645Min: 12.57 / Avg: 12.59 / Max: 12.61Min: 12.54 / Avg: 12.6 / Max: 12.63Min: 12.54 / Avg: 12.55 / Max: 12.56Min: 12.55 / Avg: 12.57 / Max: 12.58Min: 12.55 / Avg: 12.58 / Max: 12.6Min: 12.58 / Avg: 12.59 / Max: 12.61Min: 12.47 / Avg: 12.52 / Max: 12.55Min: 12.59 / Avg: 12.6 / Max: 12.61Min: 12.45 / Avg: 12.48 / Max: 12.49Min: 12.47 / Avg: 12.54 / Max: 12.6Min: 44.3 / Avg: 44.31 / Max: 44.32Min: 44.95 / Avg: 44.97 / Max: 44.99Min: 44.95 / Avg: 44.97 / Max: 44.98Min: 43.76 / Avg: 44.19 / Max: 44.5Min: 37.19 / Avg: 37.97 / Max: 38.631. (CXX) g++ options: -O3 -rdynamic -lOpenCL

PlaidML

OpenBenchmarking.orgExamples Per Second Per Watt, More Is BetterPlaidMLFP16: No - Mode: Inference - Network: ResNet 50 - Device: OpenCLGTX 1080GTX 1070GTX 1070 TiGTX 1080 TiTITAN RTXRTX 2080 TiRTX 2080RTX 2060RTX 2070GTX 1060RX Vega 64RX Vega 56RX 580RX 5900.69981.39962.09942.79923.4991.921.771.941.822.863.112.512.302.441.591.521.510.920.88

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: WriteGTX 1080GTX 1070GTX 1070 TiGTX 1080 TiTITAN RTXRTX 2080 TiRTX 2080RTX 2060RTX 2070GTX 1060RX Vega 64RX Vega 56RX 580RX 590amdocl110220330440550SE +/- 0.09, N = 3SE +/- 0.07, N = 3SE +/- 0.30, N = 3SE +/- 0.09, N = 3SE +/- 2.45, N = 3SE +/- 1.92, N = 3SE +/- 0.73, N = 3SE +/- 0.95, N = 3SE +/- 0.59, N = 3SE +/- 0.19, N = 3SE +/- 11.23, N = 3SE +/- 0.32, N = 3SE +/- 0.33, N = 3SE +/- 0.10, N = 3SE +/- 0.27, N = 32161921903364894393232453131393563051791853251. (CC) gcc options: -O2 -flto -lOpenCL
OpenBenchmarking.orgGB/s, More Is Bettercl-mem 2017-01-13Benchmark: WriteGTX 1080GTX 1070GTX 1070 TiGTX 1080 TiTITAN RTXRTX 2080 TiRTX 2080RTX 2060RTX 2070GTX 1060RX Vega 64RX Vega 56RX 580RX 590amdocl90180270360450Min: 216 / Avg: 216.17 / Max: 216.3Min: 191.6 / Avg: 191.67 / Max: 191.8Min: 189.2 / Avg: 189.63 / Max: 190.2Min: 335.5 / Avg: 335.67 / Max: 335.8Min: 483.6 / Avg: 488.5 / Max: 491.1Min: 435.5 / Avg: 439.33 / Max: 441.3Min: 321.7 / Avg: 322.67 / Max: 324.1Min: 243.5 / Avg: 245.37 / Max: 246.6Min: 312.5 / Avg: 313.4 / Max: 314.5Min: 138.9 / Avg: 139.13 / Max: 139.5Min: 342.6 / Avg: 355.53 / Max: 377.9Min: 304 / Avg: 304.63 / Max: 305Min: 178 / Avg: 178.63 / Max: 179.1Min: 184.5 / Avg: 184.7 / Max: 184.8Min: 324.1 / Avg: 324.63 / Max: 3251. (CC) gcc options: -O2 -flto -lOpenCL

OpenBenchmarking.orgGB/s, More Is Bettercl-mem 2017-01-13Benchmark: CopyGTX 1080GTX 1070GTX 1070 TiGTX 1080 TiTITAN RTXRTX 2080 TiRTX 2080RTX 2060RTX 2070GTX 1060RX Vega 64RX Vega 56RX 580RX 590amdocl100200300400500SE +/- 0.06, N = 3SE +/- 0.07, N = 3SE +/- 0.29, N = 3SE +/- 0.17, N = 3SE +/- 0.64, N = 3SE +/- 0.23, N = 3SE +/- 0.35, N = 3SE +/- 0.18, N = 3SE +/- 0.18, N = 3SE +/- 0.15, N = 3SE +/- 0.06, N = 3SE +/- 0.20, N = 3SE +/- 0.00, N = 3SE +/- 0.03, N = 3SE +/- 0.12, N = 32091871873174834543272473301382222041841933091. (CC) gcc options: -O2 -flto -lOpenCL
OpenBenchmarking.orgGB/s, More Is Bettercl-mem 2017-01-13Benchmark: CopyGTX 1080GTX 1070GTX 1070 TiGTX 1080 TiTITAN RTXRTX 2080 TiRTX 2080RTX 2060RTX 2070GTX 1060RX Vega 64RX Vega 56RX 580RX 590amdocl90180270360450Min: 209.3 / Avg: 209.4 / Max: 209.5Min: 186.8 / Avg: 186.87 / Max: 187Min: 186.7 / Avg: 187.23 / Max: 187.7Min: 317.3 / Avg: 317.47 / Max: 317.8Min: 481.7 / Avg: 482.77 / Max: 483.9Min: 453.3 / Avg: 453.7 / Max: 454.1Min: 326.3 / Avg: 326.7 / Max: 327.4Min: 246.4 / Avg: 246.67 / Max: 247Min: 330.1 / Avg: 330.37 / Max: 330.7Min: 138.2 / Avg: 138.4 / Max: 138.7Min: 221.4 / Avg: 221.5 / Max: 221.6Min: 203.5 / Avg: 203.9 / Max: 204.1Min: 184.2 / Avg: 184.2 / Max: 184.2Min: 192.6 / Avg: 192.63 / Max: 192.7Min: 309.2 / Avg: 309.43 / Max: 309.61. (CC) gcc options: -O2 -flto -lOpenCL

PlaidML

OpenBenchmarking.orgExamples Per Second Per Watt, More Is BetterPlaidMLFP16: No - Mode: Inference - Network: VGG16 - Device: OpenCLGTX 1080GTX 1070GTX 1070 TiGTX 1080 TiTITAN RTXRTX 2080 TiRTX 2080RTX 2060RTX 2070GTX 1060RX Vega 64RX Vega 56RX 580RX 5900.29030.58060.87091.16121.45150.790.790.890.821.291.281.080.901.030.650.640.640.400.37

OpenBenchmarking.orgExamples Per Second, More Is BetterPlaidMLFP16: No - Mode: Inference - Network: IMDB LSTM - Device: OpenCLGTX 1080GTX 1070GTX 1070 TiGTX 1080 TiTITAN RTXRTX 2080 TiRTX 2080RTX 2060RTX 2070GTX 1060RX Vega 64RX Vega 56RX 580RX 590amdocl130260390520650SE +/- 0.45, N = 3SE +/- 0.21, N = 3SE +/- 0.19, N = 3SE +/- 0.59, N = 3SE +/- 0.76, N = 3SE +/- 2.13, N = 3SE +/- 1.09, N = 3SE +/- 0.31, N = 3SE +/- 0.60, N = 3SE +/- 0.33, N = 3SE +/- 1.42, N = 3SE +/- 0.20, N = 3SE +/- 0.23, N = 3SE +/- 0.63, N = 3SE +/- 0.46, N = 3259228224330610605457347382180279263193218270
OpenBenchmarking.orgExamples Per Second, More Is BetterPlaidMLFP16: No - Mode: Inference - Network: IMDB LSTM - Device: OpenCLGTX 1080GTX 1070GTX 1070 TiGTX 1080 TiTITAN RTXRTX 2080 TiRTX 2080RTX 2060RTX 2070GTX 1060RX Vega 64RX Vega 56RX 580RX 590amdocl110220330440550Min: 257.79 / Avg: 258.64 / Max: 259.34Min: 227.78 / Avg: 228.16 / Max: 228.5Min: 223.9 / Avg: 224.25 / Max: 224.53Min: 329.48 / Avg: 330.36 / Max: 331.47Min: 608.75 / Avg: 610.22 / Max: 611.33Min: 601.13 / Avg: 605.16 / Max: 608.37Min: 456.16 / Avg: 457.47 / Max: 459.63Min: 346.94 / Avg: 347.49 / Max: 348.01Min: 380.39 / Avg: 381.58 / Max: 382.33Min: 179.02 / Avg: 179.67 / Max: 180Min: 276.02 / Avg: 278.85 / Max: 280.41Min: 262.62 / Avg: 262.91 / Max: 263.3Min: 192.88 / Avg: 193.31 / Max: 193.66Min: 217.37 / Avg: 218.16 / Max: 219.4Min: 269.03 / Avg: 269.92 / Max: 270.59

OpenBenchmarking.orgExamples Per Second Per Watt, More Is BetterPlaidMLFP16: No - Mode: Training - Network: Mobilenet - Device: OpenCLGTX 1080GTX 1070GTX 1070 TiGTX 1080 TiTITAN RTXRTX 2080 TiRTX 2080RTX 2060RTX 2070GTX 1060RX Vega 64RX Vega 56RX 580RX 5900.25430.50860.76291.01721.27150.670.851.031.030.981.131.011.021.090.870.480.570.350.34

OpenBenchmarking.orgExamples Per Second, More Is BetterPlaidMLFP16: No - Mode: Inference - Network: Inception V3 - Device: OpenCLGTX 1080GTX 1070GTX 1070 TiGTX 1080 TiTITAN RTXRTX 2080 TiRTX 2080RTX 2060RTX 2070GTX 1060RX Vega 64RX Vega 56RX 580RX 590amdocl50100150200250SE +/- 0.08, N = 3SE +/- 0.07, N = 3SE +/- 0.18, N = 3SE +/- 0.28, N = 3SE +/- 0.53, N = 3SE +/- 0.38, N = 3SE +/- 0.13, N = 3SE +/- 0.07, N = 3SE +/- 0.02, N = 3SE +/- 0.03, N = 3SE +/- 0.40, N = 3SE +/- 0.00, N = 3SE +/- 0.11, N = 3SE +/- 0.06, N = 3SE +/- 0.24, N = 3133.00116.00118.00167.00229.00225.00172.00133.00156.0086.11119.06106.6569.0575.41138.74
OpenBenchmarking.orgExamples Per Second, More Is BetterPlaidMLFP16: No - Mode: Inference - Network: Inception V3 - Device: OpenCLGTX 1080GTX 1070GTX 1070 TiGTX 1080 TiTITAN RTXRTX 2080 TiRTX 2080RTX 2060RTX 2070GTX 1060RX Vega 64RX Vega 56RX 580RX 590amdocl4080120160200Min: 132.58 / Avg: 132.67 / Max: 132.83Min: 115.89 / Avg: 115.99 / Max: 116.12Min: 117.21 / Avg: 117.56 / Max: 117.8Min: 166.55 / Avg: 166.93 / Max: 167.49Min: 227.82 / Avg: 228.71 / Max: 229.66Min: 223.99 / Avg: 224.61 / Max: 225.31Min: 171.98 / Avg: 172.21 / Max: 172.43Min: 133.25 / Avg: 133.38 / Max: 133.48Min: 156.39 / Avg: 156.41 / Max: 156.45Min: 86.05 / Avg: 86.11 / Max: 86.17Min: 118.37 / Avg: 119.06 / Max: 119.74Min: 106.64 / Avg: 106.65 / Max: 106.65Min: 68.87 / Avg: 69.05 / Max: 69.24Min: 75.3 / Avg: 75.41 / Max: 75.51Min: 138.45 / Avg: 138.74 / Max: 139.21

OpenBenchmarking.orgExamples Per Second Per Watt, More Is BetterPlaidMLFP16: Yes - Mode: Inference - Network: ResNet 50 - Device: OpenCLGTX 1080GTX 1070GTX 1070 TiGTX 1080 TiTITAN RTXRTX 2080 TiRTX 2080RTX 2060RTX 2070GTX 1060RX Vega 64RX Vega 56RX 580RX 5900.66381.32761.99142.65523.3191.621.762.081.782.922.952.391.962.511.491.241.380.910.89

OpenBenchmarking.orgExamples Per Second Per Watt, More Is BetterPlaidMLFP16: No - Mode: Inference - Network: Mobilenet - Device: OpenCLGTX 1080GTX 1070GTX 1070 TiGTX 1080 TiTITAN RTXRTX 2080 TiRTX 2080RTX 2060RTX 2070GTX 1060RX Vega 64RX Vega 56RX 580RX 59036912155.427.128.067.026.678.4510.679.008.707.727.475.823.623.29

OpenBenchmarking.orgExamples Per Second, More Is BetterPlaidMLFP16: No - Mode: Inference - Network: Mobilenet - Device: OpenCLGTX 1080GTX 1070GTX 1070 TiGTX 1080 TiTITAN RTXRTX 2080 TiRTX 2080RTX 2060RTX 2070GTX 1060RX Vega 64RX Vega 56RX 580RX 590amdocl30060090012001500SE +/- 0.61, N = 3SE +/- 1.02, N = 3SE +/- 0.31, N = 3SE +/- 4.51, N = 3SE +/- 3.01, N = 3SE +/- 1.39, N = 3SE +/- 0.31, N = 3SE +/- 1.86, N = 3SE +/- 1.43, N = 3SE +/- 3.04, N = 3SE +/- 7.40, N = 3SE +/- 9.70, N = 3SE +/- 0.26, N = 3SE +/- 0.24, N = 3SE +/- 2.78, N = 38017647558831336129110458631008592835720414453781
OpenBenchmarking.orgExamples Per Second, More Is BetterPlaidMLFP16: No - Mode: Inference - Network: Mobilenet - Device: OpenCLGTX 1080GTX 1070GTX 1070 TiGTX 1080 TiTITAN RTXRTX 2080 TiRTX 2080RTX 2060RTX 2070GTX 1060RX Vega 64RX Vega 56RX 580RX 590amdocl2004006008001000Min: 800.38 / Avg: 801.45 / Max: 802.5Min: 761.81 / Avg: 763.83 / Max: 765.1Min: 754.57 / Avg: 754.92 / Max: 755.54Min: 875.86 / Avg: 882.88 / Max: 891.29Min: 1329.56 / Avg: 1335.56 / Max: 1338.83Min: 1288.49 / Avg: 1291.1 / Max: 1293.21Min: 1044.43 / Avg: 1045.03 / Max: 1045.41Min: 859.19 / Avg: 862.88 / Max: 865.16Min: 1005.23 / Avg: 1007.98 / Max: 1010.04Min: 586.76 / Avg: 592.47 / Max: 597.15Min: 822.31 / Avg: 835.35 / Max: 847.95Min: 703.18 / Avg: 720.02 / Max: 736.78Min: 413.12 / Avg: 413.61 / Max: 414.01Min: 452.28 / Avg: 452.58 / Max: 453.07Min: 776.68 / Avg: 781.09 / Max: 786.22

JuliaGPU

OpenBenchmarking.orgSamples/sec Per Watt, More Is BetterJuliaGPU 1.2pts1OpenCL Device: GPUGTX 1080GTX 1070GTX 1070 TiGTX 1080 TiTITAN RTXRTX 2080 TiRTX 2080RTX 2060RTX 2070GTX 1060RX Vega 64RX Vega 56RX 580RX 5901.1M2.2M3.3M4.4M5.5M18829241867592198022916661192042478204292120700022236054227906516298575140282215967621418322124046

LuxMark

OpenBenchmarking.orgCelsius, Fewer Is BetterLuxMark 3.1GPU Temperature MonitorGTX 1080GTX 1070GTX 1070 TiGTX 1080 TiTITAN RTXRTX 2080 TiRTX 2080RTX 2060RTX 2070GTX 1060RX Vega 64RX Vega 56RX 580RX 5901632486480Min: 49 / Avg: 64.55 / Max: 67Min: 54 / Avg: 67.07 / Max: 70Min: 41 / Avg: 48.91 / Max: 51Min: 56 / Avg: 72.55 / Max: 75Min: 44 / Avg: 71.96 / Max: 78Min: 49 / Avg: 69.88 / Max: 74Min: 48 / Avg: 75.04 / Max: 79Min: 49 / Avg: 63.65 / Max: 67Min: 47 / Avg: 67.5 / Max: 72Min: 43 / Avg: 58.4 / Max: 61Min: 43 / Avg: 79.26 / Max: 86Min: 44 / Avg: 69.66 / Max: 74Min: 29 / Avg: 55.16 / Max: 60Min: 44 / Avg: 65.27 / Max: 73

PlaidML

OpenBenchmarking.orgExamples Per Second Per Watt, More Is BetterPlaidMLFP16: No - Mode: Inference - Network: Inception V3 - Device: OpenCLGTX 1080GTX 1070GTX 1070 TiGTX 1080 TiTITAN RTXRTX 2080 TiRTX 2080RTX 2060RTX 2070GTX 1060RX Vega 64RX Vega 56RX 580RX 5900.27230.54460.81691.08921.36150.790.740.830.811.191.211.030.840.980.610.690.620.440.42

SHOC Scalable HeterOgeneous Computing

OpenBenchmarking.orgWatts, Fewer Is BetterSHOC Scalable HeterOgeneous Computing 2015-11-10System Power Consumption MonitorRX Vega 64RX Vega 56RX 580RX 590306090120150Min: 50.5 / Avg: 65.45 / Max: 80.4Min: 47.7 / Avg: 48.75 / Max: 49.8Min: 80.6 / Avg: 100.5 / Max: 136

PlaidML

OpenBenchmarking.orgExamples Per Second Per Watt, More Is BetterPlaidMLFP16: No - Mode: Inference - Network: IMDB LSTM - Device: OpenCLGTX 1080GTX 1070GTX 1070 TiGTX 1080 TiTITAN RTXRTX 2080 TiRTX 2080RTX 2060RTX 2070GTX 1060RX Vega 64RX Vega 56RX 580RX 5900.77181.54362.31543.08723.8591.471.461.761.703.433.053.372.763.021.281.321.811.411.22

OpenBenchmarking.orgExamples Per Second, More Is BetterPlaidMLFP16: Yes - Mode: Inference - Network: Inception V3 - Device: OpenCLGTX 1080GTX 1070GTX 1070 TiGTX 1080 TiTITAN RTXRTX 2080 TiRTX 2080RTX 2060RTX 2070GTX 1060RX Vega 64RX Vega 56RX 580RX 590amdocl50100150200250SE +/- 0.07, N = 3SE +/- 0.07, N = 3SE +/- 0.30, N = 3SE +/- 0.58, N = 3SE +/- 1.30, N = 3SE +/- 0.48, N = 3SE +/- 0.40, N = 3SE +/- 0.44, N = 3SE +/- 0.18, N = 3SE +/- 0.05, N = 3SE +/- 0.02, N = 3SE +/- 0.06, N = 3SE +/- 0.04, N = 3SE +/- 0.11, N = 3SE +/- 0.34, N = 3132.00117.00120.00167.00215.00211.00168.00134.00157.0088.85120.03109.0376.5982.71116.49
OpenBenchmarking.orgExamples Per Second, More Is BetterPlaidMLFP16: Yes - Mode: Inference - Network: Inception V3 - Device: OpenCLGTX 1080GTX 1070GTX 1070 TiGTX 1080 TiTITAN RTXRTX 2080 TiRTX 2080RTX 2060RTX 2070GTX 1060RX Vega 64RX Vega 56RX 580RX 590amdocl4080120160200Min: 131.77 / Avg: 131.91 / Max: 132Min: 117.31 / Avg: 117.42 / Max: 117.56Min: 119.2 / Avg: 119.54 / Max: 120.14Min: 165.9 / Avg: 166.71 / Max: 167.85Min: 213.66 / Avg: 215.41 / Max: 217.95Min: 210.59 / Avg: 211.32 / Max: 212.24Min: 167.9 / Avg: 168.35 / Max: 169.14Min: 133.38 / Avg: 133.96 / Max: 134.81Min: 157.1 / Avg: 157.33 / Max: 157.7Min: 88.76 / Avg: 88.85 / Max: 88.92Min: 119.99 / Avg: 120.03 / Max: 120.05Min: 108.92 / Avg: 109.03 / Max: 109.12Min: 76.52 / Avg: 76.59 / Max: 76.63Min: 82.56 / Avg: 82.71 / Max: 82.93Min: 115.84 / Avg: 116.49 / Max: 116.95

LeelaChessZero

OpenBenchmarking.orgCelsius, Fewer Is BetterLeelaChessZero 0.20.1GPU Temperature MonitorGTX 1080GTX 1070GTX 1070 TiGTX 1080 TiTITAN RTXRTX 2080 TiRTX 2080RTX 2060RTX 2070GTX 1060RX Vega 64RX Vega 56RX 580RX 5901428425670Min: 32 / Avg: 40.8 / Max: 58Min: 35 / Avg: 46.2 / Max: 55Min: 46 / Avg: 50.13 / Max: 53Min: 41 / Avg: 51.43 / Max: 61Min: 34 / Avg: 36.91 / Max: 47Min: 50 / Avg: 55.6 / Max: 60Min: 57 / Avg: 66.29 / Max: 73Min: 39 / Avg: 50.33 / Max: 58Min: 33 / Avg: 44.86 / Max: 52Min: 38 / Avg: 51.69 / Max: 59Min: 46 / Avg: 64.5 / Max: 72Min: 28 / Avg: 41.93 / Max: 60Min: 27 / Avg: 45.13 / Max: 61Min: 37 / Avg: 50.65 / Max: 67

PlaidML

OpenBenchmarking.orgExamples Per Second Per Watt, More Is BetterPlaidMLFP16: Yes - Mode: Inference - Network: Inception V3 - Device: OpenCLGTX 1080GTX 1070GTX 1070 TiGTX 1080 TiTITAN RTXRTX 2080 TiRTX 2080RTX 2060RTX 2070GTX 1060RX Vega 64RX Vega 56RX 580RX 5900.2880.5760.8641.1521.440.780.760.900.821.281.121.080.921.070.670.660.740.520.51

clpeak

OpenBenchmarking.orgGFLOPS Per Watt, More Is BetterclpeakOpenCL Test: Single-Precision FloatRX Vega 64RX Vega 56RX 580RX 590306090120150154.00135.0061.5866.87

cl-mem

OpenBenchmarking.orgGB/s Per Watt, More Is Bettercl-mem 2017-01-13Benchmark: WriteGTX 1080GTX 1070GTX 1070 TiGTX 1080 TiTITAN RTXRTX 2080 TiRTX 2080RTX 2060RTX 2070GTX 1060RX Vega 64RX Vega 56RX 580RX 5900.63681.27361.91042.54723.1841.531.401.521.542.572.832.501.872.251.421.861.331.211.15

OpenBenchmarking.orgGB/s Per Watt, More Is Bettercl-mem 2017-01-13Benchmark: CopyGTX 1080GTX 1070GTX 1070 TiGTX 1080 TiRTX 2080RTX 2060GTX 1060RX Vega 64RX Vega 56RX 580RX 5900.51981.03961.55942.07922.5991.761.411.652.272.312.221.281.121.001.300.97

clpeak

OpenBenchmarking.orgWatts, Fewer Is BetterclpeakSystem Power Consumption MonitorRX Vega 64RX Vega 56RX 580RX 59020406080100Min: 59.1 / Avg: 78.52 / Max: 79.5Min: 47.4 / Avg: 76.29 / Max: 77.6Min: 69.7 / Avg: 98.35 / Max: 99.6Min: 78.8 / Avg: 105.05 / Max: 110.8

OpenBenchmarking.orgWatts, Fewer Is BetterclpeakSystem Power Consumption MonitorRX Vega 64RX Vega 56RX 580RX 59020406080100Min: 51.4 / Avg: 79.27 / Max: 81.1Min: 48.2 / Avg: 76.77 / Max: 79.1Min: 70.1 / Avg: 99 / Max: 100.8Min: 78.6 / Avg: 105.13 / Max: 109.6

PlaidML

OpenBenchmarking.orgCelsius, Fewer Is BetterPlaidMLGPU Temperature MonitorGTX 1080GTX 1070GTX 1070 TiGTX 1080 TiTITAN RTXRTX 2080 TiRTX 2080RTX 2060RTX 2070GTX 1060RX Vega 64RX Vega 56RX 580RX 5901428425670Min: 52 / Avg: 58.85 / Max: 65Min: 49 / Avg: 56.06 / Max: 63Min: 41 / Avg: 45.18 / Max: 50Min: 53 / Avg: 60.07 / Max: 67Min: 42 / Avg: 47.33 / Max: 54Min: 46 / Avg: 51 / Max: 57Min: 53 / Avg: 59.79 / Max: 68Min: 43 / Avg: 50.75 / Max: 59Min: 42 / Avg: 48.87 / Max: 56Min: 43 / Avg: 51.9 / Max: 59Min: 55 / Avg: 63.35 / Max: 70Min: 52 / Avg: 59.68 / Max: 69Min: 31 / Avg: 42.94 / Max: 51Min: 42 / Avg: 53.46 / Max: 61

clpeak

OpenBenchmarking.orgWatts, Fewer Is BetterclpeakSystem Power Consumption MonitorRX Vega 64RX Vega 56RX 580RX 59020406080100Min: 49.9 / Avg: 78.27 / Max: 81Min: 73.9 / Avg: 77.01 / Max: 77.7Min: 69.5 / Avg: 98.49 / Max: 101Min: 78.6 / Avg: 105.05 / Max: 110.7

PlaidML

OpenBenchmarking.orgCelsius, Fewer Is BetterPlaidMLGPU Temperature MonitorGTX 1080GTX 1070GTX 1070 TiGTX 1080 TiTITAN RTXRTX 2080 TiRTX 2080RTX 2060RTX 2070GTX 1060RX Vega 64RX Vega 56RX 580RX 5901326395265Min: 60 / Avg: 61.64 / Max: 63Min: 51 / Avg: 56.59 / Max: 60Min: 38 / Avg: 42.62 / Max: 46Min: 44 / Avg: 53.18 / Max: 61Min: 43 / Avg: 48.07 / Max: 53Min: 44 / Avg: 48.59 / Max: 53Min: 52 / Avg: 58.56 / Max: 66Min: 43 / Avg: 48.84 / Max: 55Min: 42 / Avg: 47.65 / Max: 53Min: 41 / Avg: 47.52 / Max: 54Min: 45 / Avg: 55.21 / Max: 65Min: 40 / Avg: 49.89 / Max: 64Min: 30 / Avg: 37.96 / Max: 46Min: 42 / Avg: 49 / Max: 56

OpenBenchmarking.orgExamples Per Second Per Watt, More Is BetterPlaidMLFP16: Yes - Mode: Inference - Network: Mobilenet - Device: OpenCLGTX 1080GTX 1070GTX 1070 TiGTX 1080 TiTITAN RTXRTX 2080 TiRTX 2080RTX 2060RTX 2070GTX 1060RX Vega 64RX Vega 56RX 580RX 59036912157.347.226.575.198.8210.286.826.418.875.128.486.235.144.74

SHOC Scalable HeterOgeneous Computing

OpenBenchmarking.orgCelsius, Fewer Is BetterSHOC Scalable HeterOgeneous Computing 2015-11-10GPU Temperature MonitorGTX 1080GTX 1070GTX 1070 TiGTX 1080 TiTITAN RTXRTX 2080 TiRTX 2080RTX 2060RTX 2070GTX 1060RX Vega 64RX Vega 56RX 580RX 5901326395265Min: 54 / Avg: 55.54 / Max: 57Min: 57 / Avg: 57.33 / Max: 58Min: 42 / Avg: 42.6 / Max: 43Min: 56 / Avg: 59.67 / Max: 61Min: 55 / Avg: 63.4 / Max: 66Min: 59 / Avg: 62 / Max: 65Min: 57 / Avg: 63.86 / Max: 67Min: 48 / Avg: 54.5 / Max: 56Min: 52 / Avg: 54.2 / Max: 56Min: 46 / Avg: 48.5 / Max: 49Min: 49 / Avg: 59.89 / Max: 65Min: 38 / Avg: 46.29 / Max: 52Min: 31 / Avg: 41.38 / Max: 45Min: 35 / Avg: 43.11 / Max: 47

PlaidML

OpenBenchmarking.orgCelsius, Fewer Is BetterPlaidMLGPU Temperature MonitorGTX 1080GTX 1070GTX 1070 TiGTX 1080 TiTITAN RTXRTX 2080 TiRTX 2080RTX 2060RTX 2070GTX 1060RX Vega 64RX Vega 56RX 580RX 5901428425670Min: 51 / Avg: 57.64 / Max: 63Min: 48 / Avg: 54.81 / Max: 60Min: 43 / Avg: 45.94 / Max: 49Min: 55 / Avg: 59.71 / Max: 66Min: 39 / Avg: 44.46 / Max: 52Min: 49 / Avg: 52.45 / Max: 57Min: 56 / Avg: 61.08 / Max: 66Min: 43 / Avg: 49.73 / Max: 56Min: 42 / Avg: 48.08 / Max: 55Min: 45 / Avg: 52 / Max: 57Min: 47 / Avg: 59.05 / Max: 70Min: 39 / Avg: 50.92 / Max: 65Min: 33 / Avg: 42.3 / Max: 50Min: 40 / Avg: 50.41 / Max: 60

SHOC Scalable HeterOgeneous Computing

OpenBenchmarking.orgWatts, Fewer Is BetterSHOC Scalable HeterOgeneous Computing 2015-11-10System Power Consumption MonitorRX Vega 64RX Vega 56RX 580RX 59020406080100Min: 51.7 / Avg: 64.95 / Max: 78.2Min: 49 / Avg: 65 / Max: 81Min: 81.9 / Avg: 92.65 / Max: 103.4

PlaidML

OpenBenchmarking.orgCelsius, Fewer Is BetterPlaidMLGPU Temperature MonitorGTX 1080GTX 1070GTX 1070 TiGTX 1080 TiTITAN RTXRTX 2080 TiRTX 2080RTX 2060RTX 2070GTX 1060RX Vega 64RX Vega 56RX 580RX 5901326395265Min: 58 / Avg: 63.21 / Max: 68Min: 58 / Avg: 61.79 / Max: 65Min: 43 / Avg: 47.13 / Max: 50Min: 60 / Avg: 64.36 / Max: 69Min: 51 / Avg: 55.27 / Max: 60Min: 52 / Avg: 54.78 / Max: 59Min: 57 / Avg: 63.18 / Max: 68Min: 40 / Avg: 48.69 / Max: 56Min: 49 / Avg: 54.67 / Max: 60Min: 44 / Avg: 52.44 / Max: 59Min: 50 / Avg: 59.52 / Max: 69Min: 50 / Avg: 58.4 / Max: 68Min: 33 / Avg: 45.16 / Max: 54Min: 44 / Avg: 55.88 / Max: 64

clpeak

OpenBenchmarking.orgGIOPS Per Watt, More Is BetterclpeakOpenCL Test: Integer Compute INTRX Vega 64RX Vega 56RX 580RX 59061218243023.6822.4311.4412.09

OpenBenchmarking.orgCelsius, Fewer Is BetterclpeakGPU Temperature MonitorRX Vega 64RX Vega 56RX 580RX 5901326395265Min: 36 / Avg: 47.48 / Max: 66Min: 35 / Avg: 42.72 / Max: 57Min: 32 / Avg: 39.04 / Max: 50Min: 36 / Avg: 41.8 / Max: 54

OpenBenchmarking.orgGBPS Per Watt, More Is BetterclpeakOpenCL Test: Global Memory BandwidthRX Vega 64RX Vega 56RX 580RX 5900.92931.85862.78793.71724.64654.133.892.082.02

PlaidML

OpenBenchmarking.orgCelsius, Fewer Is BetterPlaidMLGPU Temperature MonitorGTX 1080GTX 1070GTX 1070 TiGTX 1080 TiTITAN RTXRTX 2080 TiRTX 2080RTX 2060RTX 2070GTX 1060RX Vega 64RX Vega 56RX 580RX 5901428425670Min: 59 / Avg: 64.36 / Max: 68Min: 56 / Avg: 62.15 / Max: 66Min: 43 / Avg: 47.69 / Max: 50Min: 61 / Avg: 65.7 / Max: 70Min: 50 / Avg: 55.25 / Max: 61Min: 49 / Avg: 54.38 / Max: 59Min: 56 / Avg: 63.5 / Max: 70Min: 46 / Avg: 55.73 / Max: 61Min: 47 / Avg: 54.45 / Max: 60Min: 52 / Avg: 58.35 / Max: 62Min: 50 / Avg: 60.38 / Max: 68Min: 51 / Avg: 59.53 / Max: 66Min: 35 / Avg: 47.27 / Max: 53Min: 43 / Avg: 54.21 / Max: 59

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 1080GTX 1070GTX 1070 TiGTX 1080 TiTITAN RTXRTX 2080 TiRTX 2080RTX 2060RTX 2070GTX 1060RX Vega 64RX Vega 56RX 580RX 590amdocl80M160M240M320M400MSE +/- 121634.53, N = 3SE +/- 621591.58, N = 3SE +/- 297139.02, N = 3SE +/- 720633.38, N = 3SE +/- 908628.37, N = 3SE +/- 1417039.09, N = 3SE +/- 1536969.33, N = 3SE +/- 815068.63, N = 3SE +/- 333271.02, N = 3SE +/- 513835.53, N = 3SE +/- 419189.48, N = 3SE +/- 834530.58, N = 3SE +/- 570650.48, N = 3SE +/- 366170.21, N = 3SE +/- 7293118.99, N = 122391313242181720622215480162651628753036654473009222412788292382516119892656820461837826263661594383464840642830788513026234403127925651. (CC) gcc options: -O3 -march=native -ftree-vectorize -funroll-loops -lglut -lOpenCL -lGL -lm
OpenBenchmarking.orgSamples/sec, More Is BetterJuliaGPU 1.2pts1OpenCL Device: GPUGTX 1080GTX 1070GTX 1070 TiGTX 1080 TiTITAN RTXRTX 2080 TiRTX 2080RTX 2060RTX 2070GTX 1060RX Vega 64RX Vega 56RX 580RX 590amdocl60M120M180M240M300MMin: 238908355.7 / Avg: 239131324.27 / Max: 239327062Min: 217003046.5 / Avg: 218172062.43 / Max: 219122875.7Min: 220996207.2 / Avg: 221548015.6 / Max: 222014983.7Min: 263757984.9 / Avg: 265162874.6 / Max: 266143978.9Min: 301940481.9 / Avg: 303665447.4 / Max: 305023093.8Min: 298088601.7 / Avg: 300922240.8 / Max: 302382263.1Min: 276811943.5 / Avg: 278829237.77 / Max: 281846545.4Min: 250000827.1 / Avg: 251611988.57 / Max: 252632347.5Min: 265132379.1 / Avg: 265682046.23 / Max: 266283389Min: 182818085.8 / Avg: 183782626.17 / Max: 184572023.8Min: 365360933.1 / Avg: 366159438.33 / Max: 366779940.8Min: 344824294.1 / Avg: 346484064.1 / Max: 347466253.1Min: 281937602.2 / Avg: 283078850.9 / Max: 283658934.2Min: 301949103.9 / Avg: 302623440.43 / Max: 303207984Min: 283477837.8 / Avg: 312792564.53 / Max: 363076216.51. (CC) gcc options: -O3 -march=native -ftree-vectorize -funroll-loops -lglut -lOpenCL -lGL -lm

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 1080GTX 1070GTX 1070 TiGTX 1080 TiTITAN RTXRTX 2080 TiRTX 2080RTX 2060RTX 2070GTX 1060RX Vega 64RX Vega 56RX 580RX 590amdocl2004006008001000SE +/- 5.02, N = 3SE +/- 4.06, N = 3SE +/- 3.15, N = 3SE +/- 3.70, N = 3SE +/- 3.45, N = 3SE +/- 2.70, N = 3SE +/- 1.63, N = 3SE +/- 1.27, N = 3SE +/- 1.07, N = 3SE +/- 0.87, N = 3SE +/- 9.53, N = 3SE +/- 6.73, N = 3SE +/- 1.03, N = 3SE +/- 1.00, N = 3SE +/- 5.20, N = 3686664645774977971893779830552587575563599498
OpenBenchmarking.orgExamples Per Second, More Is BetterPlaidMLFP16: Yes - Mode: Inference - Network: Mobilenet - Device: OpenCLGTX 1080GTX 1070GTX 1070 TiGTX 1080 TiTITAN RTXRTX 2080 TiRTX 2080RTX 2060RTX 2070GTX 1060RX Vega 64RX Vega 56RX 580RX 590amdocl2004006008001000Min: 675.83 / Avg: 685.87 / Max: 691.24Min: 656.32 / Avg: 664.31 / Max: 669.55Min: 641.13 / Avg: 645.34 / Max: 651.5Min: 767.34 / Avg: 774.41 / Max: 779.85Min: 971.07 / Avg: 976.99 / Max: 983.03Min: 965.79 / Avg: 971.16 / Max: 974.38Min: 890.4 / Avg: 893.16 / Max: 896.06Min: 777.01 / Avg: 779.22 / Max: 781.41Min: 828.43 / Avg: 830.48 / Max: 832.07Min: 550.45 / Avg: 552.08 / Max: 553.4Min: 571.05 / Avg: 587.14 / Max: 604.02Min: 563.27 / Avg: 575.45 / Max: 586.52Min: 561.61 / Avg: 562.65 / Max: 564.71Min: 598.2 / Avg: 599.41 / Max: 601.39Min: 491.42 / Avg: 497.76 / Max: 508.06

OpenBenchmarking.orgCelsius, Fewer Is BetterPlaidMLGPU Temperature MonitorGTX 1080GTX 1070GTX 1070 TiGTX 1080 TiTITAN RTXRTX 2080 TiRTX 2080RTX 2060RTX 2070GTX 1060RX Vega 64RX Vega 56RX 580RX 5901326395265Min: 58 / Avg: 60 / Max: 63Min: 54 / Avg: 57.18 / Max: 61Min: 43 / Avg: 45.8 / Max: 48Min: 59 / Avg: 61.1 / Max: 64Min: 44 / Avg: 46.33 / Max: 52Min: 49 / Avg: 51.2 / Max: 55Min: 58 / Avg: 61.6 / Max: 65Min: 46 / Avg: 50.9 / Max: 56Min: 46 / Avg: 48.78 / Max: 53Min: 47 / Avg: 50.92 / Max: 55Min: 52 / Avg: 59.71 / Max: 67Min: 52 / Avg: 59.73 / Max: 67Min: 35 / Avg: 41.89 / Max: 48Min: 44 / Avg: 51.33 / Max: 58

OpenBenchmarking.orgExamples Per Second, More Is BetterPlaidMLFP16: No - Mode: Training - Network: IMDB LSTM - Device: OpenCLGTX 1080GTX 1070GTX 1070 TiGTX 1080 TiTITAN RTXRTX 2080 TiRTX 2080RTX 2060RTX 2070GTX 1060RX Vega 64RX Vega 56RX 580RX 590amdocl50100150200250SE +/- 0.60, N = 3SE +/- 0.50, N = 3SE +/- 0.03, N = 3SE +/- 0.49, N = 3SE +/- 0.96, N = 3SE +/- 0.72, N = 3SE +/- 0.27, N = 3SE +/- 0.38, N = 3SE +/- 0.82, N = 3SE +/- 0.17, N = 3SE +/- 0.19, N = 3SE +/- 0.24, N = 3SE +/- 0.25, N = 3SE +/- 0.19, N = 3SE +/- 0.57, N = 3167156153187244246216188198134184178130144159
OpenBenchmarking.orgExamples Per Second, More Is BetterPlaidMLFP16: No - Mode: Training - Network: IMDB LSTM - Device: OpenCLGTX 1080GTX 1070GTX 1070 TiGTX 1080 TiTITAN RTXRTX 2080 TiRTX 2080RTX 2060RTX 2070GTX 1060RX Vega 64RX Vega 56RX 580RX 590amdocl4080120160200Min: 165.62 / Avg: 166.82 / Max: 167.47Min: 155.61 / Avg: 156.25 / Max: 157.23Min: 153.07 / Avg: 153.11 / Max: 153.17Min: 186.6 / Avg: 187.44 / Max: 188.3Min: 242.37 / Avg: 243.94 / Max: 245.69Min: 244.31 / Avg: 245.51 / Max: 246.8Min: 215.25 / Avg: 215.62 / Max: 216.16Min: 187.38 / Avg: 188.13 / Max: 188.58Min: 196.74 / Avg: 198.38 / Max: 199.3Min: 133.51 / Avg: 133.81 / Max: 134.09Min: 183.3 / Avg: 183.67 / Max: 183.93Min: 177.17 / Avg: 177.59 / Max: 178.01Min: 129.41 / Avg: 129.71 / Max: 130.21Min: 144.06 / Avg: 144.32 / Max: 144.7Min: 157.76 / Avg: 158.73 / Max: 159.75

Darktable

OpenBenchmarking.orgWatts, Fewer Is BetterDarktable 2.4.4System Power Consumption MonitorRX Vega 64RX Vega 56RX 580RX 59020406080100Min: 50.3 / Avg: 70.55 / Max: 90.8Min: 48 / Avg: 51.55 / Max: 55.1Min: 77.8 / Avg: 77.9 / Max: 78

PlaidML

OpenBenchmarking.orgCelsius, Fewer Is BetterPlaidMLGPU Temperature MonitorGTX 1080GTX 1070GTX 1070 TiGTX 1080 TiTITAN RTXRTX 2080 TiRTX 2080RTX 2060RTX 2070GTX 1060RX Vega 64RX Vega 56RX 580RX 5901326395265Min: 53 / Avg: 57.58 / Max: 61Min: 51 / Avg: 55.42 / Max: 59Min: 39 / Avg: 42.75 / Max: 45Min: 59 / Avg: 61.75 / Max: 63Min: 52 / Avg: 53.8 / Max: 56Min: 52 / Avg: 53.5 / Max: 56Min: 50 / Avg: 54.64 / Max: 59Min: 40 / Avg: 45 / Max: 50Min: 41 / Avg: 45.18 / Max: 49Min: 44 / Avg: 49.23 / Max: 54Min: 51 / Avg: 58.38 / Max: 64Min: 49 / Avg: 56.67 / Max: 63Min: 34 / Avg: 42.71 / Max: 48Min: 46 / Avg: 53.31 / Max: 59

clpeak

OpenBenchmarking.orgGFLOPS Per Watt, More Is BetterclpeakOpenCL Test: Double-Precision DoubleRX Vega 64RX Vega 56RX 580RX 5902468106.246.223.353.50

PlaidML

OpenBenchmarking.orgCelsius, Fewer Is BetterPlaidMLGPU Temperature MonitorGTX 1080GTX 1070GTX 1070 TiGTX 1080 TiTITAN RTXRTX 2080 TiRTX 2080RTX 2060RTX 2070GTX 1060RX Vega 64RX Vega 56RX 580RX 5901326395265Min: 62 / Avg: 62 / Max: 62Min: 59 / Avg: 60.33 / Max: 61Min: 48 / Avg: 48 / Max: 48Min: 63 / Avg: 64 / Max: 65Min: 55 / Avg: 55 / Max: 55Min: 54 / Avg: 55.67 / Max: 58Min: 66 / Avg: 66 / Max: 66Min: 39 / Avg: 44.25 / Max: 48Min: 55 / Avg: 55 / Max: 55Min: 41 / Avg: 45.25 / Max: 47Min: 54 / Avg: 55.6 / Max: 59Min: 51 / Avg: 52.8 / Max: 57Min: 36 / Avg: 40.83 / Max: 46Min: 47 / Avg: 51.5 / Max: 56

OpenBenchmarking.orgExamples Per Second Per Watt, More Is BetterPlaidMLFP16: No - Mode: Training - Network: IMDB LSTM - Device: OpenCLGTX 1080GTX 1070GTX 1070 TiGTX 1080 TiTITAN RTXRTX 2080 TiRTX 2080RTX 2060RTX 2070GTX 1060RX Vega 64RX Vega 56RX 580RX 5900.36450.7291.09351.4581.82251.141.141.241.141.601.541.561.621.561.081.111.070.890.95

OpenBenchmarking.orgCelsius, Fewer Is BetterPlaidMLGPU Temperature MonitorGTX 1080GTX 1070GTX 1070 TiGTX 1080 TiTITAN RTXRTX 2080 TiRTX 2080RTX 2060RTX 2070GTX 1060RX Vega 64RX Vega 56RX 580RX 5901326395265Min: 58 / Avg: 62 / Max: 65Min: 55 / Avg: 60 / Max: 64Min: 43 / Avg: 45.83 / Max: 48Min: 59 / Avg: 63 / Max: 66Min: 51 / Avg: 54 / Max: 58Min: 50 / Avg: 51.33 / Max: 53Min: 58 / Avg: 61.5 / Max: 64Min: 46 / Avg: 51.8 / Max: 55Min: 51 / Avg: 53.25 / Max: 55Min: 52 / Avg: 56.5 / Max: 59Min: 52 / Avg: 59.71 / Max: 65Min: 52 / Avg: 59.67 / Max: 64Min: 37 / Avg: 45.13 / Max: 49Min: 47 / Avg: 53.5 / Max: 58

OpenBenchmarking.orgCelsius, Fewer Is BetterPlaidMLGPU Temperature MonitorGTX 1080GTX 1070GTX 1070 TiGTX 1080 TiTITAN RTXRTX 2080 TiRTX 2080RTX 2060RTX 2070GTX 1060RX Vega 64RX Vega 56RX 580RX 5901326395265Min: 60 / Avg: 62.5 / Max: 65Min: 56 / Avg: 59.9 / Max: 64Min: 44 / Avg: 46.22 / Max: 48Min: 61 / Avg: 63.11 / Max: 66Min: 52 / Avg: 54.86 / Max: 58Min: 51 / Avg: 53.29 / Max: 57Min: 59 / Avg: 62.38 / Max: 66Min: 46 / Avg: 50.11 / Max: 56Min: 50 / Avg: 53.44 / Max: 58Min: 50 / Avg: 54.8 / Max: 58Min: 48 / Avg: 54.5 / Max: 60Min: 49 / Avg: 55.36 / Max: 63Min: 37 / Avg: 44.64 / Max: 50Min: 47 / Avg: 54.23 / Max: 60

LuxMark

OpenBenchmarking.orgScore Per Watt, More Is BetterLuxMark 3.1OpenCL Device: GPU - Scene: Luxball HDRGTX 1080GTX 1070GTX 1070 TiGTX 1080 TiTITAN RTXRTX 2080 TiRTX 2080RTX 2060RTX 2070GTX 1060RX Vega 64RX Vega 56RX 580RX 59030609012015079.4298.48114.1689.34137.54133.42123.99110.80131.0985.5398.89120.5880.5378.90

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: Server Rack - Acceleration: OpenCLGTX 1080GTX 1070GTX 1070 TiGTX 1080 TiTITAN RTXRTX 2080 TiRTX 2080RTX 2060RTX 2070GTX 1060RX Vega 64RX Vega 56RX 580RX 5900.03830.07660.11490.15320.1915SE +/- 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 = 30.130.120.130.120.100.100.110.110.100.130.170.170.170.17
OpenBenchmarking.orgSeconds, Fewer Is BetterDarktable 2.4.4Test: Server Rack - Acceleration: OpenCLGTX 1080GTX 1070GTX 1070 TiGTX 1080 TiTITAN RTXRTX 2080 TiRTX 2080RTX 2060RTX 2070GTX 1060RX Vega 64RX Vega 56RX 580RX 59012345Min: 0.12 / 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: 0.12 / Max: 0.12Min: 0.1 / Avg: 0.1 / Max: 0.11Min: 0.1 / Avg: 0.1 / Max: 0.11Min: 0.11 / Avg: 0.11 / Max: 0.11Min: 0.11 / Avg: 0.11 / Max: 0.11Min: 0.1 / Avg: 0.1 / Max: 0.11Min: 0.13 / Avg: 0.13 / Max: 0.13Min: 0.17 / Avg: 0.17 / Max: 0.17Min: 0.17 / Avg: 0.17 / Max: 0.17Min: 0.17 / Avg: 0.17 / Max: 0.17Min: 0.17 / Avg: 0.17 / Max: 0.18

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: TriadGTX 1080GTX 1070GTX 1070 TiGTX 1080 TiTITAN RTXRTX 2080 TiRTX 2080RTX 2060RTX 2070GTX 1060RX Vega 64RX Vega 56RX 580RX 590amdocl3691215SE +/- 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 +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.04, N = 3SE +/- 0.10, N = 3SE +/- 0.00, N = 3SE +/- 0.21, N = 3SE +/- 0.02, N = 312.3012.1912.1912.5112.6812.6812.5712.4312.5711.937.547.559.109.3612.441. (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 1080GTX 1070GTX 1070 TiGTX 1080 TiTITAN RTXRTX 2080 TiRTX 2080RTX 2060RTX 2070GTX 1060RX Vega 64RX Vega 56RX 580RX 590amdocl48121620Min: 12.29 / Avg: 12.3 / Max: 12.3Min: 12.19 / Avg: 12.19 / Max: 12.19Min: 12.19 / Avg: 12.19 / Max: 12.2Min: 12.51 / Avg: 12.51 / Max: 12.51Min: 12.68 / Avg: 12.68 / Max: 12.69Min: 12.68 / Avg: 12.68 / Max: 12.69Min: 12.56 / Avg: 12.57 / Max: 12.57Min: 12.43 / Avg: 12.43 / Max: 12.44Min: 12.56 / Avg: 12.57 / Max: 12.58Min: 11.92 / Avg: 11.93 / Max: 11.95Min: 7.46 / Avg: 7.54 / Max: 7.6Min: 7.44 / Avg: 7.55 / Max: 7.75Min: 9.09 / Avg: 9.1 / Max: 9.1Min: 9.14 / Avg: 9.36 / Max: 9.79Min: 12.42 / Avg: 12.44 / Max: 12.471. (CXX) g++ options: -O2 -lSHOCCommonMPI -lSHOCCommonOpenCL -lSHOCCommon -lOpenCL -lrt -pthread -lmpi_cxx -lmpi

clpeak

OpenBenchmarking.orgCelsius, Fewer Is BetterclpeakGPU Temperature MonitorRX Vega 64RX Vega 56RX 580RX 5901122334455Min: 42 / Avg: 46.65 / Max: 57Min: 40 / Avg: 43.74 / Max: 49Min: 34 / Avg: 37.71 / Max: 50Min: 38 / Avg: 41.36 / Max: 56

PlaidML

OpenBenchmarking.orgCelsius, Fewer Is BetterPlaidMLGPU Temperature MonitorGTX 1080GTX 1070GTX 1070 TiGTX 1080 TiTITAN RTXRTX 2080 TiRTX 2080RTX 2060RTX 2070GTX 1060RX Vega 64RX Vega 56RX 580RX 5901224364860Min: 47 / Avg: 49.75 / Max: 51Min: 47 / Avg: 49.5 / Max: 51Min: 46 / Avg: 47 / Max: 48Min: 56 / Avg: 56.67 / Max: 57Min: 41 / Avg: 41.5 / Max: 42Min: 52 / Avg: 52.5 / Max: 53Min: 61 / Avg: 61.67 / Max: 62Min: 46 / Avg: 47.75 / Max: 50Min: 45 / Avg: 46.75 / Max: 48Min: 49 / Avg: 50 / Max: 51Min: 49 / Avg: 50.83 / Max: 54Min: 40 / Avg: 42.75 / Max: 46Min: 38 / Avg: 42 / Max: 47Min: 45 / Avg: 48.88 / Max: 53

JuliaGPU

OpenBenchmarking.orgCelsius, Fewer Is BetterJuliaGPU 1.2pts1GPU Temperature MonitorGTX 1080GTX 1070GTX 1070 TiGTX 1080 TiTITAN RTXRTX 2080 TiRTX 2080RTX 2060RTX 2070GTX 1060RX Vega 64RX Vega 56RX 580RX 5901122334455Min: 51 / Avg: 52.5 / Max: 54Min: 53 / Avg: 54.4 / Max: 56Min: 38 / Avg: 40.6 / Max: 42Min: 52 / Avg: 54.6 / Max: 57Min: 49 / Avg: 52.5 / Max: 54Min: 48 / Avg: 51.25 / Max: 53Min: 53 / Avg: 54.5 / Max: 56Min: 43 / Avg: 47.5 / Max: 50Min: 46 / Avg: 47 / Max: 48Min: 46 / Avg: 47.2 / Max: 49Min: 50 / Avg: 52.33 / Max: 55Min: 40 / Avg: 42.67 / Max: 45Min: 36 / Avg: 42.75 / Max: 46Min: 45 / Avg: 48 / Max: 49

clpeak

OpenBenchmarking.orgCelsius, Fewer Is BetterclpeakGPU Temperature MonitorRX Vega 64RX Vega 56RX 580RX 5901020304050Min: 41 / Avg: 43.79 / Max: 49Min: 39 / Avg: 41.36 / Max: 48Min: 31 / Avg: 33.28 / Max: 41Min: 37 / Avg: 39.72 / Max: 48

Darktable

OpenBenchmarking.orgCelsius, Fewer Is BetterDarktable 2.4.4GPU Temperature MonitorRX Vega 64RX Vega 56RX 580RX 5901020304050Min: 44 / Avg: 46.5 / Max: 52Min: 42 / Avg: 43.78 / Max: 49Min: 33 / Avg: 35 / Max: 39Min: 39 / Avg: 41.7 / Max: 45

SHOC Scalable HeterOgeneous Computing

OpenBenchmarking.orgCelsius, Fewer Is BetterSHOC Scalable HeterOgeneous Computing 2015-11-10GPU Temperature MonitorRX Vega 64RX Vega 56RX 580RX 5901122334455Min: 38 / Avg: 39.5 / Max: 41Min: 35 / Avg: 42 / Max: 49Min: 39 / Avg: 44.67 / Max: 55

cl-mem

OpenBenchmarking.orgCelsius, Fewer Is Bettercl-mem 2017-01-13GPU Temperature MonitorGTX 1080GTX 1070GTX 1070 TiGTX 1080 TiTITAN RTXRTX 2080 TiRTX 2080RTX 2060RTX 2070GTX 1060RX Vega 64RX Vega 56RX 580RX 5901224364860Min: 56 / Avg: 57 / Max: 58Min: 55 / Avg: 57.17 / Max: 58Min: 43 / Avg: 44 / Max: 45Min: 60 / Avg: 60.67 / Max: 61Min: 60 / Avg: 61 / Max: 62Min: 56 / Avg: 58.33 / Max: 61Min: 62 / Avg: 62 / Max: 62Min: 49 / Avg: 54 / Max: 56Min: 50 / Avg: 53.67 / Max: 56Min: 48 / Avg: 51.14 / Max: 52Min: 58 / Avg: 59.8 / Max: 62Min: 48 / Avg: 55.2 / Max: 60Min: 41 / Avg: 46.8 / Max: 49Min: 53 / Avg: 55.5 / Max: 57

OpenBenchmarking.orgCelsius, Fewer Is Bettercl-mem 2017-01-13GPU Temperature MonitorGTX 1080GTX 1070GTX 1070 TiGTX 1080 TiTITAN RTXRTX 2080 TiRTX 2080RTX 2060RTX 2070GTX 1060RX Vega 64RX Vega 56RX 580RX 5901326395265Min: 60 / Avg: 60.2 / Max: 61Min: 60 / Avg: 60.6 / Max: 61Min: 43 / Avg: 44.83 / Max: 46Min: 64 / Avg: 64 / Max: 64Min: 59 / Avg: 63 / Max: 65Min: 61 / Avg: 62 / Max: 63Min: 61 / Avg: 63.75 / Max: 65Min: 55 / Avg: 56 / Max: 57Min: 54 / Avg: 55.33 / Max: 56Min: 53 / Avg: 53 / Max: 53Min: 59 / Avg: 62.4 / Max: 65Min: 51 / Avg: 58.6 / Max: 62Min: 49 / Avg: 49.6 / Max: 50Min: 56 / Avg: 59.5 / Max: 62

clpeak

OpenBenchmarking.orgCelsius, Fewer Is BetterclpeakGPU Temperature MonitorRX Vega 64RX Vega 56RX 580RX 5901020304050Min: 36 / Avg: 40.64 / Max: 48Min: 35 / Avg: 38.05 / Max: 43Min: 32 / Avg: 33.27 / Max: 37Min: 35 / Avg: 37.05 / Max: 40

OpenBenchmarking.orgCelsius, Fewer Is BetterclpeakGPU Temperature MonitorRX Vega 64RX Vega 56RX 580RX 5901020304050Min: 38 / Avg: 40.13 / Max: 43Min: 36 / Avg: 37.93 / Max: 40Min: 32 / Avg: 32.71 / Max: 45Min: 36 / Avg: 37.43 / Max: 48

OpenBenchmarking.orgGBPS, More Is BetterclpeakOpenCL Test: Transfer Bandwidth enqueueReadBufferGTX 1080GTX 1070GTX 1070 TiGTX 1080 TiTITAN RTXRTX 2080 TiRTX 2080RTX 2060RTX 2070GTX 1060RX Vega 64RX Vega 56RX 580RX 590amdocl48121620SE +/- 0.02, N = 3SE +/- 0.01, N = 3SE +/- 0.05, N = 3SE +/- 0.01, N = 3SE +/- 0.06, N = 3SE +/- 0.01, N = 3SE +/- 0.09, N = 3SE +/- 0.03, N = 3SE +/- 0.04, N = 3SE +/- 0.09, N = 3SE +/- 0.02, N = 3SE +/- 0.08, N = 3SE +/- 0.33, N = 3SE +/- 0.08, N = 3SE +/- 0.13, N = 311.3411.3311.1511.2911.1611.2911.1311.2911.2511.1516.2216.6315.8415.9215.791. (CXX) g++ options: -O3 -rdynamic -lOpenCL
OpenBenchmarking.orgGBPS, More Is BetterclpeakOpenCL Test: Transfer Bandwidth enqueueReadBufferGTX 1080GTX 1070GTX 1070 TiGTX 1080 TiTITAN RTXRTX 2080 TiRTX 2080RTX 2060RTX 2070GTX 1060RX Vega 64RX Vega 56RX 580RX 590amdocl48121620Min: 11.29 / Avg: 11.34 / Max: 11.37Min: 11.32 / Avg: 11.33 / Max: 11.34Min: 11.06 / Avg: 11.15 / Max: 11.24Min: 11.27 / Avg: 11.29 / Max: 11.31Min: 11.04 / Avg: 11.16 / Max: 11.24Min: 11.27 / Avg: 11.29 / Max: 11.31Min: 11.03 / Avg: 11.13 / Max: 11.31Min: 11.24 / Avg: 11.29 / Max: 11.34Min: 11.18 / Avg: 11.25 / Max: 11.32Min: 11.01 / Avg: 11.15 / Max: 11.31Min: 16.19 / Avg: 16.22 / Max: 16.24Min: 16.48 / Avg: 16.63 / Max: 16.72Min: 15.44 / Avg: 15.84 / Max: 16.5Min: 15.75 / Avg: 15.92 / Max: 16Min: 15.56 / Avg: 15.79 / Max: 15.991. (CXX) g++ options: -O3 -rdynamic -lOpenCL

cl-mem

OpenBenchmarking.orgCelsius, Fewer Is Bettercl-mem 2017-01-13GPU Temperature MonitorGTX 1080GTX 1070GTX 1070 TiGTX 1080 TiTITAN RTXRTX 2080 TiRTX 2080RTX 2060RTX 2070GTX 1060RX Vega 64RX Vega 56RX 580RX 5901428425670Min: 63 / Avg: 64.17 / Max: 65Min: 64 / Avg: 64.8 / Max: 66Min: 47 / Avg: 47 / Max: 47Min: 68 / Avg: 68.33 / Max: 69Min: 66 / Avg: 68.33 / Max: 70Min: 66 / Avg: 67 / Max: 68Min: 67 / Avg: 68.67 / Max: 70Min: 56 / Avg: 58.5 / Max: 60Min: 60 / Avg: 62 / Max: 63Min: 54 / Avg: 55.88 / Max: 57Min: 61 / Avg: 66.4 / Max: 69Min: 64 / Avg: 66 / Max: 68Min: 47 / Avg: 52 / Max: 53Min: 59 / Avg: 64 / Max: 66

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: Masskrug - Acceleration: OpenCLGTX 1080GTX 1070GTX 1070 TiGTX 1080 TiTITAN RTXRTX 2080 TiRTX 2080RTX 2060RTX 2070GTX 1060RX Vega 64RX Vega 56RX 580RX 5901.22632.45263.67894.90526.1315SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.02, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 33.973.924.013.873.693.693.783.823.684.175.325.285.305.45
OpenBenchmarking.orgSeconds, Fewer Is BetterDarktable 2.4.4Test: Masskrug - Acceleration: OpenCLGTX 1080GTX 1070GTX 1070 TiGTX 1080 TiTITAN RTXRTX 2080 TiRTX 2080RTX 2060RTX 2070GTX 1060RX Vega 64RX Vega 56RX 580RX 590246810Min: 3.97 / Avg: 3.97 / Max: 3.98Min: 3.91 / Avg: 3.92 / Max: 3.93Min: 3.99 / Avg: 4.01 / Max: 4.03Min: 3.85 / Avg: 3.87 / Max: 3.89Min: 3.67 / Avg: 3.69 / Max: 3.7Min: 3.66 / Avg: 3.69 / Max: 3.7Min: 3.78 / Avg: 3.78 / Max: 3.79Min: 3.81 / Avg: 3.82 / Max: 3.84Min: 3.65 / Avg: 3.68 / Max: 3.7Min: 4.16 / Avg: 4.17 / Max: 4.19Min: 5.3 / Avg: 5.32 / Max: 5.33Min: 5.27 / Avg: 5.28 / Max: 5.28Min: 5.3 / Avg: 5.3 / Max: 5.32Min: 5.43 / Avg: 5.45 / Max: 5.47

clpeak

OpenBenchmarking.orgGBPS Per Watt, More Is BetterclpeakOpenCL Test: Transfer Bandwidth enqueueReadBufferRX Vega 64RX Vega 56RX 580RX 5900.04950.0990.14850.1980.24750.210.220.160.15

Darktable

OpenBenchmarking.orgCelsius, Fewer Is BetterDarktable 2.4.4GPU Temperature MonitorRX Vega 64RX Vega 56RX 580RX 590918273645Min: 42 / Avg: 42.67 / Max: 43Min: 41 / Avg: 41.4 / Max: 42Min: 30 / Avg: 30.8 / Max: 31Min: 38 / Avg: 38.25 / Max: 39

clpeak

OpenBenchmarking.orgGBPS Per Watt, More Is BetterclpeakOpenCL Test: Transfer Bandwidth enqueueWriteBufferRX Vega 64RX Vega 56RX 580RX 5900.13280.26560.39840.53120.6640.560.590.450.42

Darktable

OpenBenchmarking.orgCelsius, Fewer Is BetterDarktable 2.4.4GPU Temperature MonitorRX Vega 64RX Vega 56RX 580RX 590918273645Min: 42 / Avg: 42 / Max: 42Min: 40 / Avg: 40.25 / Max: 41Min: 30 / Avg: 30 / Max: 30Min: 37 / Avg: 37.67 / Max: 38

OpenBenchmarking.orgCelsius, Fewer Is BetterDarktable 2.4.4GPU Temperature MonitorRX Vega 64RX Vega 56RX 580RX 590918273645

SHOC Scalable HeterOgeneous Computing

OpenBenchmarking.orgCelsius, Fewer Is BetterSHOC Scalable HeterOgeneous Computing 2015-11-10GPU Temperature MonitorRX Vega 64RX Vega 56RX 580RX 5901020304050Min: 49 / Avg: 49.5 / Max: 50Min: 42 / Avg: 42.5 / Max: 43Min: 37 / Avg: 37 / Max: 37Min: 40 / Avg: 41 / Max: 42

clpeak

OpenBenchmarking.orgCelsius, Fewer Is BetterclpeakGPU Temperature MonitorRX Vega 64RX Vega 56RX 580RX 590816243240Min: 32 / Avg: 32.11 / Max: 33Min: 32 / Avg: 32.61 / Max: 34Min: 31 / Avg: 31.03 / Max: 32Min: 35 / Avg: 35.11 / Max: 38

SHOC Scalable HeterOgeneous Computing

OpenBenchmarking.orgCelsius, Fewer Is BetterSHOC Scalable HeterOgeneous Computing 2015-11-10GPU Temperature MonitorRX Vega 64RX Vega 56RX 580RX 590918273645Min: 39 / Avg: 39.5 / Max: 40Min: 39 / Avg: 40.5 / Max: 42

clpeak

OpenBenchmarking.orgCelsius, Fewer Is BetterclpeakGPU Temperature MonitorRX Vega 64RX Vega 56RX 580RX 590816243240Min: 32 / Avg: 33.85 / Max: 36Min: 33 / Avg: 33.73 / Max: 35Min: 31 / Avg: 31.18 / Max: 32Min: 35 / Avg: 35.21 / Max: 36

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 2.6.0Test: Server Rack - Acceleration: OpenCLamdocl0.02030.04060.06090.08120.1015SE +/- 0.00, N = 30.09

OpenBenchmarking.orgSeconds, Fewer Is BetterDarktable 2.6.0Test: Server Room - Acceleration: OpenCLamdocl0.16880.33760.50640.67520.844