OpenCL ROCm Linux vs. AMDGPU-PRO Benchmarks

ROCm 1.4 benchmarks on Ubuntu 16.04 compared to AMDGPU-PRO. OpenCL benchmarks by Michael Larabel for a future article on Phoronix.com.

HTML result view exported from: https://openbenchmarking.org/result/1701170-RI-OPENCLROC11&grt&sor.

ProcessorMotherboardChipsetMemoryDiskGraphicsAudioMonitorNetworkOSKernelDesktopDisplay ServerDisplay DriverOpenGLOpenCLCompilerFile-SystemScreen ResolutionR9 FuryRX 460RX 480RX 460RX 480R9 Fury ROCm 1.4 ROCm 1.4 ROCm 1.4 AMDGPU-PRO 16.50 AMDGPU-PRO 16.50 AMDGPU-PRO 16.50Intel Xeon E3-1280 v5 @ 4.00GHz (8 Cores)MSI C236A WORKSTATION (MS-7998) v1.0Intel Sky Lake16384MB256GB TOSHIBA-RD400Sapphire AMD Radeon R9 FURY / NANO 3968MBRealtek ALC1150Acer B286HKIntel ConnectionUbuntu 16.044.6.0-kfd-compute-rocm-rel-1.4-16 (x86_64)Unity 7.4.0X Server 1.18.3modesetting 1.18.34.1 Mesa 11.2.0 Gallium 0.4OpenCL 2.0 AMD-APP (2300.5)GCC 5.4.0 20160609 + Clang 4.0 + LLVM 4.0.0ext43840x2160LLVMpipe3.3 Mesa 11.2.0 Gallium 0.4AMD Radeon RX 460 2048MB4.4.0-59-generic (x86_64)amdgpu 1.1.994.5.13462OpenCL 2.0 AMD-APP (2236.5)GCC 5.4.0 20160609AMD Radeon RX 480 8192MBSapphire AMD Radeon R9 Fury 4096MBOpenBenchmarking.orgCompiler Details- --build=x86_64-linux-gnu --disable-browser-plugin --disable-vtable-verify --disable-werror --enable-checking=release --enable-clocale=gnu --enable-gnu-unique-object --enable-gtk-cairo --enable-java-awt=gtk --enable-java-home --enable-languages=c,ada,c++,java,go,d,fortran,objc,obj-c++ --enable-libmpx --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-multiarch --enable-multilib --enable-nls --enable-objc-gc --enable-plugin --enable-shared --enable-threads=posix --host=x86_64-linux-gnu --target=x86_64-linux-gnu --with-abi=m64 --with-arch-32=i686 --with-arch-directory=amd64 --with-default-libstdcxx-abi=new --with-multilib-list=m32,m64,mx32 --with-tune=generic -v Processor Details- Scaling Governor: intel_pstate powersaveGraphics Details- R9 Fury: ROCm 1.4, RX 460: AMDGPU-PRO 16.50, RX 480: AMDGPU-PRO 16.50, R9 Fury: AMDGPU-PRO 16.50: GLAMOREnvironment Details- RX 460: ROCm 1.4, RX 480: ROCm 1.4: LIBGL_ALWAYS_SOFTWARE=1

darktable: Boat - OpenCLdarktable: Masskrug - OpenCLdarktable: Server Room - OpenCLjuliagpu: GPUluxmark: GPU - Hotelluxmark: GPU - Microphoneluxmark: GPU - Luxball HDRmandelbulbgpu: GPUmandelgpu: GPUparboil: OpenCL BFSparboil: OpenCL LBMparboil: OpenCL TPACFrodinia: OpenCL Myocyterodinia: OpenCL Heartwallshoc: OpenCL - Triadshoc: OpenCL - FFT SPshoc: OpenCL - Max SP Flopsshoc: OpenCL - Bus Speed Downloadshoc: OpenCL - Bus Speed Readbackshoc: OpenCL - Texture Read BandwidthR9 FuryRX 460RX 480RX 460RX 480R9 Fury ROCm 1.4 ROCm 1.4 ROCm 1.4 AMDGPU-PRO 16.50 AMDGPU-PRO 16.50 AMDGPU-PRO 16.504.986.091.4873072755.80120156951199544388927.1282051996.271.4336.812.24362.486.4510.59399.715330.6711.3210.86214.539.577.052.4846101692.27381366429562658.9028295516.331.4761.843.90169.9213.515.21158.212158.125.725.2791.145.725.930.9970675082.10987919649050438.6759296261.871.4938.492.24244.317.287.94403.225815.528.378.38193.499.517.202.8350807022.258972623554732208376.9835552080.15131.597.976.25245.132066.696.937.1477.354.375.760.9981972594.40239969241406648517365.8081101281.9088.305.359.40508.205750.6913.6614.20160.574.226.301.7975992404.70240276811939443447360.40107202116.406.384.12751.867131.1813.6914.21223.25OpenBenchmarking.org

Darktable

Test: Boat - Acceleration: OpenCL

R9 FuryRX 480RX 460OpenBenchmarking.orgSeconds, Fewer Is BetterDarktable 2.2.1Test: Boat - Acceleration: OpenCLAMDGPU-PRO 16.50ROCm 1.43691215SE +/- 0.07, N = 3SE +/- 0.03, N = 3SE +/- 0.01, N = 3SE +/- 0.02, N = 3SE +/- 0.77, N = 6SE +/- 0.03, N = 34.224.984.375.729.519.57

Darktable

Test: Masskrug - Acceleration: OpenCL

RX 480R9 FuryRX 460OpenBenchmarking.orgSeconds, Fewer Is BetterDarktable 2.2.1Test: Masskrug - Acceleration: OpenCLAMDGPU-PRO 16.50ROCm 1.4246810SE +/- 0.04, N = 3SE +/- 0.08, N = 3SE +/- 0.00, N = 3SE +/- 0.02, N = 3SE +/- 0.09, N = 3SE +/- 0.03, N = 35.765.936.096.307.057.20

Darktable

Test: Server Room - Acceleration: OpenCL

RX 480R9 FuryRX 460OpenBenchmarking.orgSeconds, Fewer Is BetterDarktable 2.2.1Test: Server Room - Acceleration: OpenCLROCm 1.4AMDGPU-PRO 16.500.63681.27361.91042.54723.184SE +/- 0.02, N = 4SE +/- 0.01, N = 3SE +/- 0.02, N = 3SE +/- 0.04, N = 6SE +/- 0.03, N = 3SE +/- 0.02, N = 30.990.991.481.792.482.83

JuliaGPU

OpenCL Device: GPU

RX 480R9 FuryRX 460OpenBenchmarking.orgSamples/sec, More Is BetterJuliaGPU 1.2pts1OpenCL Device: GPUAMDGPU-PRO 16.50ROCm 1.420M40M60M80M100MSE +/- 500734.10, N = 2SE +/- 94849.94, N = 3SE +/- 985012.76, N = 3SE +/- 97714.65, N = 2SE +/- 160084.77, N = 381972594.4070675082.1075992404.7073072755.8050807022.2546101692.271. (CC) gcc options: -O3 -march=native -ftree-vectorize -funroll-loops -lglut -lOpenCL -lGL -lm

LuxMark

OpenCL Device: GPU - Scene: Hotel

R9 FuryRX 480RX 460OpenBenchmarking.orgScore, More Is BetterLuxMark 3.0OpenCL Device: GPU - Scene: HotelAMDGPU-PRO 16.50ROCm 1.45001000150020002500SE +/- 11.46, N = 3SE +/- 0.00, N = 3SE +/- 6.94, N = 3SE +/- 2.40, N = 3SE +/- 1.00, N = 3SE +/- 0.58, N = 3240212012399987897381

LuxMark

OpenCL Device: GPU - Scene: Microphone

R9 FuryRX 480RX 460OpenBenchmarking.orgScore, More Is BetterLuxMark 3.0OpenCL Device: GPU - Scene: MicrophoneAMDGPU-PRO 16.50ROCm 1.416003200480064008000SE +/- 17.84, N = 3SE +/- 15.04, N = 3SE +/- 13.50, N = 3SE +/- 6.98, N = 37681569569242623

LuxMark

OpenCL Device: GPU - Scene: Luxball HDR

R9 FuryRX 480RX 460OpenBenchmarking.orgScore, More Is BetterLuxMark 3.0OpenCL Device: GPU - Scene: Luxball HDRAMDGPU-PRO 16.50ROCm 1.44K8K12K16K20KSE +/- 75.47, N = 3SE +/- 17.34, N = 3SE +/- 68.10, N = 3SE +/- 0.67, N = 3SE +/- 9.82, N = 3SE +/- 17.00, N = 3193941199514066919655473664

MandelbulbGPU

OpenCL Device: GPU

RX 480R9 FuryRX 460OpenBenchmarking.orgSamples/sec, More Is BetterMandelbulbGPU 1.0pts1OpenCL Device: GPUROCm 1.4AMDGPU-PRO 16.5011M22M33M44M55MSE +/- 81023.55, N = 3SE +/- 2304744.64, N = 6SE +/- 561923.72, N = 4SE +/- 117840.12, N = 349050438.6748517365.8044388927.1243447360.4032208376.9829562658.901. (CC) gcc options: -O3 -lm -ftree-vectorize -funroll-loops -lglut -lOpenCL -lGL

MandelGPU

OpenCL Device: GPU

R9 FuryRX 480RX 460OpenBenchmarking.orgSamples/sec, More Is BetterMandelGPU 1.3pts1OpenCL Device: GPUAMDGPU-PRO 16.50ROCm 1.420M40M60M80M100MSE +/- 71744.88, N = 3SE +/- 126265.24, N = 3SE +/- 165178.15, N = 2SE +/- 30521.44, N = 3107202116.4082051996.2781101281.9059296261.8735552080.1528295516.331. (CC) gcc options: -O3 -lm -ftree-vectorize -funroll-loops -lglut -lOpenCL -lGL

Parboil

Test: OpenCL BFS

R9 FuryRX 460RX 480OpenBenchmarking.orgSeconds, Fewer Is BetterParboil 2.5Test: OpenCL BFSROCm 1.40.33530.67061.00591.34121.6765SE +/- 0.02, N = 5SE +/- 0.01, N = 3SE +/- 0.02, N = 31.431.471.491. (CXX) g++ options: -lm -lpthread -lgomp -ffast-math -fopenmp

Parboil

Test: OpenCL LBM

R9 FuryRX 480RX 460OpenBenchmarking.orgSeconds, Fewer Is BetterParboil 2.5Test: OpenCL LBMROCm 1.41428425670SE +/- 2.40, N = 6SE +/- 0.21, N = 3SE +/- 0.13, N = 336.8138.4961.841. (CXX) g++ options: -lm -lpthread -lgomp -ffast-math -fopenmp

Parboil

Test: OpenCL TPACF

R9 FuryRX 480RX 460OpenBenchmarking.orgSeconds, Fewer Is BetterParboil 2.5Test: OpenCL TPACFROCm 1.40.87751.7552.63253.514.3875SE +/- 0.05, N = 6SE +/- 0.02, N = 3SE +/- 0.00, N = 32.242.243.901. (CXX) g++ options: -lm -lpthread -lgomp -ffast-math -fopenmp

Rodinia

Test: OpenCL Myocyte

RX 480RX 460R9 FuryOpenBenchmarking.orgSeconds, Fewer Is BetterRodinia 2.4Test: OpenCL MyocyteAMDGPU-PRO 16.50ROCm 1.480160240320400SE +/- 26.88, N = 6SE +/- 1.77, N = 3SE +/- 0.16, N = 2SE +/- 51.83, N = 6SE +/- 0.09, N = 388.30244.31131.59169.92362.481. (CXX) g++ options: -O2 -lOpenCL

Rodinia

Test: OpenCL Heartwall

RX 480R9 FuryRX 460OpenBenchmarking.orgSeconds, Fewer Is BetterRodinia 2.4Test: OpenCL HeartwallAMDGPU-PRO 16.50ROCm 1.43691215SE +/- 0.02, N = 3SE +/- 0.03, N = 3SE +/- 0.07, N = 3SE +/- 0.16, N = 6SE +/- 0.01, N = 3SE +/- 0.08, N = 35.357.286.386.457.9713.511. (CXX) g++ options: -O2 -lOpenCL

SHOC Scalable HeterOgeneous Computing

Target: OpenCL - Benchmark: Triad

R9 FuryRX 480RX 460OpenBenchmarking.orgGB/s, More Is BetterSHOC Scalable HeterOgeneous Computing 2015-11-10Target: OpenCL - Benchmark: TriadROCm 1.4AMDGPU-PRO 16.503691215SE +/- 0.04, N = 3SE +/- 0.01, N = 3SE +/- 0.14, N = 4SE +/- 0.01, N = 3SE +/- 0.10, N = 3SE +/- 0.00, N = 310.594.129.407.946.255.211. (CXX) g++ options: -O2 -lSHOCCommonOpenCL -lSHOCCommon -lOpenCL -lrt

SHOC Scalable HeterOgeneous Computing

Target: OpenCL - Benchmark: FFT SP

R9 FuryRX 480RX 460OpenBenchmarking.orgGFLOPS, More Is BetterSHOC Scalable HeterOgeneous Computing 2015-11-10Target: OpenCL - Benchmark: FFT SPAMDGPU-PRO 16.50ROCm 1.4160320480640800SE +/- 14.35, N = 3SE +/- 0.44, N = 3SE +/- 2.19, N = 3SE +/- 6.05, N = 3SE +/- 1.23, N = 3SE +/- 0.04, N = 3751.86399.71508.20403.22245.13158.211. (CXX) g++ options: -O2 -lSHOCCommonOpenCL -lSHOCCommon -lOpenCL -lrt

SHOC Scalable HeterOgeneous Computing

Target: OpenCL - Benchmark: Max SP Flops

R9 FuryRX 480RX 460OpenBenchmarking.orgGFLOPS, More Is BetterSHOC Scalable HeterOgeneous Computing 2015-11-10Target: OpenCL - Benchmark: Max SP FlopsAMDGPU-PRO 16.50ROCm 1.415003000450060007500SE +/- 0.69, N = 3SE +/- 369.63, N = 6SE +/- 4.14, N = 3SE +/- 30.75, N = 3SE +/- 0.07, N = 3SE +/- 18.41, N = 37131.185330.675815.525750.692158.122066.691. (CXX) g++ options: -O2 -lSHOCCommonOpenCL -lSHOCCommon -lOpenCL -lrt

SHOC Scalable HeterOgeneous Computing

Target: OpenCL - Benchmark: Bus Speed Download

R9 FuryRX 480RX 460OpenBenchmarking.orgGB/s, More Is BetterSHOC Scalable HeterOgeneous Computing 2015-11-10Target: OpenCL - Benchmark: Bus Speed DownloadAMDGPU-PRO 16.50ROCm 1.448121620SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 313.6911.3213.668.376.935.721. (CXX) g++ options: -O2 -lSHOCCommonOpenCL -lSHOCCommon -lOpenCL -lrt

SHOC Scalable HeterOgeneous Computing

Target: OpenCL - Benchmark: Bus Speed Readback

R9 FuryRX 480RX 460OpenBenchmarking.orgGB/s, More Is BetterSHOC Scalable HeterOgeneous Computing 2015-11-10Target: OpenCL - Benchmark: Bus Speed ReadbackAMDGPU-PRO 16.50ROCm 1.448121620SE +/- 0.01, N = 3SE +/- 0.03, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 314.2110.8614.208.387.145.271. (CXX) g++ options: -O2 -lSHOCCommonOpenCL -lSHOCCommon -lOpenCL -lrt

SHOC Scalable HeterOgeneous Computing

Target: OpenCL - Benchmark: Texture Read Bandwidth

R9 FuryRX 480RX 460OpenBenchmarking.orgGB/s, More Is BetterSHOC Scalable HeterOgeneous Computing 2015-11-10Target: OpenCL - Benchmark: Texture Read BandwidthAMDGPU-PRO 16.50ROCm 1.450100150200250SE +/- 1.03, N = 3SE +/- 4.26, N = 3SE +/- 1.30, N = 3SE +/- 0.37, N = 3SE +/- 0.16, N = 3SE +/- 0.69, N = 3223.25214.53193.49160.5791.1477.351. (CXX) g++ options: -O2 -lSHOCCommonOpenCL -lSHOCCommon -lOpenCL -lrt

Phoronix Test Suite v10.8.4