OpenCL ROCm 2.0 vs. AMDGPU-PRO Linux

ROCm Benchmark

Compare your own system(s) to this result file with the Phoronix Test Suite by running the command: phoronix-test-suite benchmark 1908313-HV-1901167PT89
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ROCm 2.0
January 16 2019
  55 Minutes
AMDGPU-PRO 18.50 PAL
January 16 2019
  23 Minutes
RX 580 8Gb - ROCm 2.7.0
August 31 2019
  8 Minutes
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ROCm 2.0

Processor: AMD Ryzen Threadripper 2990WX 32-Core @ 3.00GHz (32 Cores / 64 Threads), Motherboard: ASUS ROG ZENITH EXTREME (1601 BIOS), Chipset: AMD Family 17h, Memory: 32768MB, Disk: 16GB Voyager 3.0 + Samsung SSD 970 EVO 500GB, Graphics: AMD Radeon RX Vega 8GB (1630/945MHz), Audio: Realtek ALC1220, Monitor: ASUS VP28U, Network: Intel I211 + Qualcomm Atheros QCA6174 802.11ac + Wilocity Wil6200 802.11ad

OS: Ubuntu 18.04, Kernel: 4.15.0-43-generic (x86_64), Desktop: GNOME Shell 3.28.3, Display Server: X Server 1.19.6, Display Driver: amdgpu 18.0.1, OpenGL: 4.5 Mesa 18.0.5 (LLVM 6.0.0), Compiler: GCC 7.3.0, File-System: ext4, Screen Resolution: 3840x2160

Compiler Notes: --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
Processor Notes: Scaling Governor: acpi-cpufreq ondemand
Graphics Notes: GLAMOR
Python Notes: Python 2.7.15rc1 + Python 3.6.7
Security Notes: __user pointer sanitization + Full AMD retpoline IBPB + SSB disabled via prctl and seccomp

AMDGPU-PRO 18.50 PAL

OS: Ubuntu 18.04, Kernel: 4.15.0-43-generic (x86_64), Desktop: GNOME Shell 3.28.3, Display Server: X Server 1.19.6, Display Driver: amdgpu 18.1.99, OpenGL: 4.6.13542, Compiler: GCC 7.3.0, File-System: ext4, Screen Resolution: 3840x2160

RX 580 8Gb - ROCm 2.7.0

Processor: AMD Ryzen 7 2700 Eight-Core @ 3.20GHz (8 Cores / 16 Threads), Motherboard: ASRock AB350 Pro4 (P5.40 BIOS), Chipset: AMD 17h, Memory: 32768MB, Disk: 240GB SanDisk SSD PLUS + 2000GB Seagate ST2000DM001-9YN1, Graphics: AMD Radeon RX 470/480/570/570X/580/580X/590 8GB (1350/2000MHz), Audio: AMD Ellesmere HDMI Audio, Monitor: S24D332, Network: Realtek RTL8111/8168/8411

OS: Arch rolling, Kernel: 5.2.11-arch1-1-ARCH (x86_64), Desktop: KDE Plasma 5.16.4, Display Server: X Server 1.20.5, Display Driver: modesetting 1.20.5, OpenGL: 4.5 Mesa 19.1.5 (LLVM 8.0.1), OpenCL: OpenCL 2.0 AMD-APP.internal (2949.0), Vulkan: 1.1.90, Compiler: GCC 9.1.0 + Clang 8.0.1, File-System: ext4, Screen Resolution: 1920x1080

Environment Notes: __GL_YIELD=NOTHING
Compiler Notes: --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-lto --enable-multilib --enable-plugin --enable-shared --enable-threads=posix --mandir=/usr/share/man --with-isl --with-linker-hash-style=gnu
Processor Notes: Scaling Governor: acpi-cpufreq schedutil
Python Notes: Python 3.7.4
Security Notes: l1tf: Not affected + mds: Not affected + meltdown: Not affected + spec_store_bypass: Mitigation of SSB disabled via prctl and seccomp + spectre_v1: Mitigation of usercopy/swapgs barriers and __user pointer sanitization + spectre_v2: Mitigation of Full AMD retpoline IBPB: conditional STIBP: disabled RSB filling

OpenCL ROCm 2.0 vs. AMDGPU-PRO LinuxProcessorMotherboardChipsetMemoryDiskGraphicsAudioMonitorNetworkOSKernelDesktopDisplay ServerDisplay DriverOpenGLCompilerFile-SystemScreen ResolutionOpenCLVulkanROCm 2.0AMDGPU-PRO 18.50 PALRX 580 8Gb - ROCm 2.7.0AMD Ryzen Threadripper 2990WX 32-Core @ 3.00GHz (32 Cores / 64 Threads)ASUS ROG ZENITH EXTREME (1601 BIOS)AMD Family 17h32768MB16GB Voyager 3.0 + Samsung SSD 970 EVO 500GBAMD Radeon RX Vega 8GB (1630/945MHz)Realtek ALC1220ASUS VP28UIntel I211 + Qualcomm Atheros QCA6174 802.11ac + Wilocity Wil6200 802.11adUbuntu 18.044.15.0-43-generic (x86_64)GNOME Shell 3.28.3X Server 1.19.6amdgpu 18.0.14.5 Mesa 18.0.5 (LLVM 6.0.0)GCC 7.3.0ext43840x2160amdgpu 18.1.994.6.13542AMD Ryzen 7 2700 Eight-Core @ 3.20GHz (8 Cores / 16 Threads)ASRock AB350 Pro4 (P5.40 BIOS)AMD 17h240GB SanDisk SSD PLUS + 2000GB Seagate ST2000DM001-9YN1AMD Radeon RX 470/480/570/570X/580/580X/590 8GB (1350/2000MHz)AMD Ellesmere HDMI AudioS24D332Realtek RTL8111/8168/8411Arch rolling5.2.11-arch1-1-ARCH (x86_64)KDE Plasma 5.16.4X Server 1.20.5modesetting 1.20.54.5 Mesa 19.1.5 (LLVM 8.0.1)OpenCL 2.0 AMD-APP.internal (2949.0)1.1.90GCC 9.1.0 + Clang 8.0.11920x1080OpenBenchmarking.orgCompiler Details- ROCm 2.0: --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 - AMDGPU-PRO 18.50 PAL: --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 8Gb - ROCm 2.7.0: --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-lto --enable-multilib --enable-plugin --enable-shared --enable-threads=posix --mandir=/usr/share/man --with-isl --with-linker-hash-style=gnu Processor Details- ROCm 2.0: Scaling Governor: acpi-cpufreq ondemand- AMDGPU-PRO 18.50 PAL: Scaling Governor: acpi-cpufreq ondemand- RX 580 8Gb - ROCm 2.7.0: Scaling Governor: acpi-cpufreq schedutilGraphics Details- ROCm 2.0, AMDGPU-PRO 18.50 PAL: GLAMORPython Details- ROCm 2.0: Python 2.7.15rc1 + Python 3.6.7- AMDGPU-PRO 18.50 PAL: Python 2.7.15rc1 + Python 3.6.7- RX 580 8Gb - ROCm 2.7.0: Python 3.7.4Security Details- ROCm 2.0: __user pointer sanitization + Full AMD retpoline IBPB + SSB disabled via prctl and seccomp- AMDGPU-PRO 18.50 PAL: __user pointer sanitization + Full AMD retpoline IBPB + SSB disabled via prctl and seccomp- RX 580 8Gb - ROCm 2.7.0: l1tf: Not affected + mds: Not affected + meltdown: Not affected + spec_store_bypass: Mitigation of SSB disabled via prctl and seccomp + spectre_v1: Mitigation of usercopy/swapgs barriers and __user pointer sanitization + spectre_v2: Mitigation of Full AMD retpoline IBPB: conditional STIBP: disabled RSB filling Environment Details- RX 580 8Gb - ROCm 2.7.0: __GL_YIELD=NOTHING

ROCm 2.0AMDGPU-PRO 18.50 PALRX 580 8Gb - ROCm 2.7.0Result OverviewPhoronix Test Suite100%130%161%191%221%cl-memJuliaGPUSHOC Scalable HeterOgeneous ComputingRodinia

OpenCL ROCm 2.0 vs. AMDGPU-PRO Linuxshoc: OpenCL - Triadshoc: OpenCL - FFT SPshoc: OpenCL - MD5 Hashshoc: OpenCL - Bus Speed Downloadshoc: OpenCL - Bus Speed Readbackshoc: OpenCL - Texture Read Bandwidthcl-mem: Copycl-mem: Readcl-mem: Writeplaidml: No - Inference - IMDB LSTM - OpenCLplaidml: No - Inference - Mobilenet - OpenCLplaidml: No - Inference - ResNet 50 - OpenCLplaidml: No - Inference - Inception V3 - OpenCLlczero: OpenCLrodinia: OpenCL Heartwalldarktable: Boat - OpenCLdarktable: Masskrug - OpenCLdarktable: Server Rack - OpenCLdarktable: Server Room - OpenCLjuliagpu: GPUclpeak: Kernel Latencyclpeak: Integer Compute INTclpeak: Single-Precision Floatclpeak: Double-Precision Doubleclpeak: Global Memory Bandwidthclpeak: Transfer Bandwidth enqueueReadBufferclpeak: Transfer Bandwidth enqueueWriteBufferdarktable: Boat - OpenCLdarktable: Masskrug - OpenCLdarktable: Server Rack - OpenCLdarktable: Server Room - OpenCLROCm 2.0AMDGPU-PRO 18.50 PALRX 580 8Gb - ROCm 2.7.06.69107516.467.147.16441221160384252479225113.883044.034.485.700.231.9716685881610.5624971305383336217.0645.446.0786317.637.147.16424364398379263479233136.383.808.505.470.132.5724029346941.7524861252882836110.9222.498.965427.9511.347.531741551886504.0724863319614.257.430.234.85OpenBenchmarking.org

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: TriadROCm 2.0AMDGPU-PRO 18.50 PALRX 580 8Gb - ROCm 2.7.03691215SE +/- 0.01, N = 3SE +/- 0.02, N = 3SE +/- 0.01, N = 36.696.078.96-lSHOCCommonMPI -pthread -lmpi_cxx -lmpi1. (CXX) g++ options: -O2 -lSHOCCommonOpenCL -lSHOCCommon -lOpenCL -lrt
OpenBenchmarking.orgGB/s, More Is BetterSHOC Scalable HeterOgeneous Computing 2015-11-10Target: OpenCL - Benchmark: TriadROCm 2.0AMDGPU-PRO 18.50 PALRX 580 8Gb - ROCm 2.7.03691215Min: 6.67 / Avg: 6.69 / Max: 6.7Min: 6.05 / Avg: 6.07 / Max: 6.11Min: 8.95 / Avg: 8.96 / Max: 8.981. (CXX) g++ options: -O2 -lSHOCCommonOpenCL -lSHOCCommon -lOpenCL -lrt

OpenBenchmarking.orgGFLOPS, More Is BetterSHOC Scalable HeterOgeneous Computing 2015-11-10Target: OpenCL - Benchmark: FFT SPROCm 2.0AMDGPU-PRO 18.50 PALRX 580 8Gb - ROCm 2.7.02004006008001000SE +/- 1.63, N = 3SE +/- 11.99, N = 6SE +/- 0.44, N = 31075863542-lSHOCCommonMPI -pthread -lmpi_cxx -lmpi1. (CXX) g++ options: -O2 -lSHOCCommonOpenCL -lSHOCCommon -lOpenCL -lrt
OpenBenchmarking.orgGFLOPS, More Is BetterSHOC Scalable HeterOgeneous Computing 2015-11-10Target: OpenCL - Benchmark: FFT SPROCm 2.0AMDGPU-PRO 18.50 PALRX 580 8Gb - ROCm 2.7.02004006008001000Min: 1071.9 / Avg: 1074.66 / Max: 1077.55Min: 803.24 / Avg: 862.6 / Max: 881.71Min: 541.58 / Avg: 542.1 / Max: 542.971. (CXX) g++ options: -O2 -lSHOCCommonOpenCL -lSHOCCommon -lOpenCL -lrt

OpenBenchmarking.orgGHash/s, More Is BetterSHOC Scalable HeterOgeneous Computing 2015-11-10Target: OpenCL - Benchmark: MD5 HashROCm 2.0AMDGPU-PRO 18.50 PALRX 580 8Gb - ROCm 2.7.048121620SE +/- 0.05, N = 3SE +/- 0.03, N = 3SE +/- 0.02, N = 316.4617.637.95-lSHOCCommonMPI -pthread -lmpi_cxx -lmpi1. (CXX) g++ options: -O2 -lSHOCCommonOpenCL -lSHOCCommon -lOpenCL -lrt
OpenBenchmarking.orgGHash/s, More Is BetterSHOC Scalable HeterOgeneous Computing 2015-11-10Target: OpenCL - Benchmark: MD5 HashROCm 2.0AMDGPU-PRO 18.50 PALRX 580 8Gb - ROCm 2.7.048121620Min: 16.37 / Avg: 16.46 / Max: 16.54Min: 17.59 / Avg: 17.63 / Max: 17.69Min: 7.92 / Avg: 7.95 / Max: 7.971. (CXX) g++ options: -O2 -lSHOCCommonOpenCL -lSHOCCommon -lOpenCL -lrt

OpenBenchmarking.orgGB/s, More Is BetterSHOC Scalable HeterOgeneous Computing 2015-11-10Target: OpenCL - Benchmark: Bus Speed DownloadROCm 2.0AMDGPU-PRO 18.50 PALRX 580 8Gb - ROCm 2.7.03691215SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 37.147.1411.34-lSHOCCommonMPI -pthread -lmpi_cxx -lmpi1. (CXX) g++ options: -O2 -lSHOCCommonOpenCL -lSHOCCommon -lOpenCL -lrt
OpenBenchmarking.orgGB/s, More Is BetterSHOC Scalable HeterOgeneous Computing 2015-11-10Target: OpenCL - Benchmark: Bus Speed DownloadROCm 2.0AMDGPU-PRO 18.50 PALRX 580 8Gb - ROCm 2.7.03691215Min: 7.14 / Avg: 7.14 / Max: 7.15Min: 7.14 / Avg: 7.14 / Max: 7.15Min: 11.33 / Avg: 11.34 / Max: 11.351. (CXX) g++ options: -O2 -lSHOCCommonOpenCL -lSHOCCommon -lOpenCL -lrt

OpenBenchmarking.orgGB/s, More Is BetterSHOC Scalable HeterOgeneous Computing 2015-11-10Target: OpenCL - Benchmark: Bus Speed ReadbackROCm 2.0AMDGPU-PRO 18.50 PALRX 580 8Gb - ROCm 2.7.0246810SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.08, N = 37.167.167.53-lSHOCCommonMPI -pthread -lmpi_cxx -lmpi1. (CXX) g++ options: -O2 -lSHOCCommonOpenCL -lSHOCCommon -lOpenCL -lrt
OpenBenchmarking.orgGB/s, More Is BetterSHOC Scalable HeterOgeneous Computing 2015-11-10Target: OpenCL - Benchmark: Bus Speed ReadbackROCm 2.0AMDGPU-PRO 18.50 PALRX 580 8Gb - ROCm 2.7.03691215Min: 7.15 / Avg: 7.16 / Max: 7.16Min: 7.16 / Avg: 7.16 / Max: 7.16Min: 7.44 / Avg: 7.53 / Max: 7.71. (CXX) g++ options: -O2 -lSHOCCommonOpenCL -lSHOCCommon -lOpenCL -lrt

OpenBenchmarking.orgGB/s, More Is BetterSHOC Scalable HeterOgeneous Computing 2015-11-10Target: OpenCL - Benchmark: Texture Read BandwidthROCm 2.0AMDGPU-PRO 18.50 PAL100200300400500SE +/- 1.31, N = 3SE +/- 1.67, N = 34414241. (CXX) g++ options: -O2 -lSHOCCommonOpenCL -lSHOCCommon -lOpenCL -lrt
OpenBenchmarking.orgGB/s, More Is BetterSHOC Scalable HeterOgeneous Computing 2015-11-10Target: OpenCL - Benchmark: Texture Read BandwidthROCm 2.0AMDGPU-PRO 18.50 PAL80160240320400Min: 439.42 / Avg: 441.32 / Max: 443.82Min: 420.55 / Avg: 423.89 / Max: 425.671. (CXX) g++ options: -O2 -lSHOCCommonOpenCL -lSHOCCommon -lOpenCL -lrt

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: CopyROCm 2.0AMDGPU-PRO 18.50 PALRX 580 8Gb - ROCm 2.7.080160240320400SE +/- 0.06, N = 3SE +/- 0.00, N = 3SE +/- 0.03, N = 32213641741. (CC) gcc options: -O2 -flto -lOpenCL
OpenBenchmarking.orgGB/s, More Is Bettercl-mem 2017-01-13Benchmark: CopyROCm 2.0AMDGPU-PRO 18.50 PALRX 580 8Gb - ROCm 2.7.070140210280350Min: 221.3 / Avg: 221.4 / Max: 221.5Min: 364.1 / Avg: 364.1 / Max: 364.1Min: 174.2 / Avg: 174.23 / Max: 174.31. (CC) gcc options: -O2 -flto -lOpenCL

OpenBenchmarking.orgGB/s, More Is Bettercl-mem 2017-01-13Benchmark: ReadROCm 2.0AMDGPU-PRO 18.50 PALRX 580 8Gb - ROCm 2.7.090180270360450SE +/- 0.06, N = 3SE +/- 0.15, N = 3SE +/- 0.07, N = 31603981551. (CC) gcc options: -O2 -flto -lOpenCL
OpenBenchmarking.orgGB/s, More Is Bettercl-mem 2017-01-13Benchmark: ReadROCm 2.0AMDGPU-PRO 18.50 PALRX 580 8Gb - ROCm 2.7.070140210280350Min: 159.6 / Avg: 159.7 / Max: 159.8Min: 397.2 / Avg: 397.5 / Max: 397.7Min: 154.4 / Avg: 154.53 / Max: 154.61. (CC) gcc options: -O2 -flto -lOpenCL

OpenBenchmarking.orgGB/s, More Is Bettercl-mem 2017-01-13Benchmark: WriteROCm 2.0AMDGPU-PRO 18.50 PALRX 580 8Gb - ROCm 2.7.080160240320400SE +/- 0.07, N = 3SE +/- 0.82, N = 3SE +/- 0.09, N = 33843791881. (CC) gcc options: -O2 -flto -lOpenCL
OpenBenchmarking.orgGB/s, More Is Bettercl-mem 2017-01-13Benchmark: WriteROCm 2.0AMDGPU-PRO 18.50 PALRX 580 8Gb - ROCm 2.7.070140210280350Min: 384.3 / Avg: 384.37 / Max: 384.5Min: 377.7 / Avg: 379.33 / Max: 380.2Min: 187.4 / Avg: 187.57 / Max: 187.71. (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: No - Mode: Inference - Network: IMDB LSTM - Device: OpenCLROCm 2.0AMDGPU-PRO 18.50 PAL60120180240300SE +/- 0.35, N = 3SE +/- 0.88, N = 3252263
OpenBenchmarking.orgExamples Per Second, More Is BetterPlaidMLFP16: No - Mode: Inference - Network: IMDB LSTM - Device: OpenCLROCm 2.0AMDGPU-PRO 18.50 PAL50100150200250Min: 251.26 / Avg: 251.71 / Max: 252.4Min: 261.34 / Avg: 262.98 / Max: 264.35

OpenBenchmarking.orgExamples Per Second, More Is BetterPlaidMLFP16: No - Mode: Inference - Network: Mobilenet - Device: OpenCLROCm 2.0AMDGPU-PRO 18.50 PAL100200300400500SE +/- 0.09, N = 3SE +/- 0.67, N = 3479479
OpenBenchmarking.orgExamples Per Second, More Is BetterPlaidMLFP16: No - Mode: Inference - Network: Mobilenet - Device: OpenCLROCm 2.0AMDGPU-PRO 18.50 PAL80160240320400Min: 479.12 / Avg: 479.29 / Max: 479.42Min: 477.7 / Avg: 478.54 / Max: 479.85

OpenBenchmarking.orgExamples Per Second, More Is BetterPlaidMLFP16: No - Mode: Inference - Network: ResNet 50 - Device: OpenCLROCm 2.0AMDGPU-PRO 18.50 PAL50100150200250SE +/- 0.86, N = 3SE +/- 1.16, N = 3225233
OpenBenchmarking.orgExamples Per Second, More Is BetterPlaidMLFP16: No - Mode: Inference - Network: ResNet 50 - Device: OpenCLROCm 2.0AMDGPU-PRO 18.50 PAL4080120160200Min: 222.8 / Avg: 224.52 / Max: 225.51Min: 231.76 / Avg: 233.49 / Max: 235.68

OpenBenchmarking.orgExamples Per Second, More Is BetterPlaidMLFP16: No - Mode: Inference - Network: Inception V3 - Device: OpenCLROCm 2.0AMDGPU-PRO 18.50 PAL306090120150SE +/- 1.83, N = 12SE +/- 0.61, N = 3113.88136.38
OpenBenchmarking.orgExamples Per Second, More Is BetterPlaidMLFP16: No - Mode: Inference - Network: Inception V3 - Device: OpenCLROCm 2.0AMDGPU-PRO 18.50 PAL306090120150Min: 106.83 / Avg: 113.88 / Max: 120Min: 135.16 / Avg: 136.38 / Max: 137.14

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: OpenCLROCm 2.0RX 580 8Gb - ROCm 2.7.0140280420560700SE +/- 1.46, N = 3SE +/- 9.03, N = 3304650-lz1. (CXX) g++ options: -lpthread
OpenBenchmarking.orgNodes Per Second, More Is BetterLeelaChessZero 0.20.1Backend: OpenCLROCm 2.0RX 580 8Gb - ROCm 2.7.0110220330440550Min: 301.14 / Avg: 303.91 / Max: 306.09Min: 634.99 / Avg: 649.69 / Max: 666.121. (CXX) g++ options: -lpthread

Rodinia

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

OpenBenchmarking.orgSeconds, Fewer Is BetterRodinia 2.4Test: OpenCL HeartwallROCm 2.0AMDGPU-PRO 18.50 PALRX 580 8Gb - ROCm 2.7.00.91581.83162.74743.66324.579SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 34.033.804.071. (CXX) g++ options: -O2 -lOpenCL
OpenBenchmarking.orgSeconds, Fewer Is BetterRodinia 2.4Test: OpenCL HeartwallROCm 2.0AMDGPU-PRO 18.50 PALRX 580 8Gb - ROCm 2.7.0246810Min: 4.02 / Avg: 4.03 / Max: 4.03Min: 3.79 / Avg: 3.8 / Max: 3.81Min: 4.06 / Avg: 4.07 / Max: 4.081. (CXX) g++ options: -O2 -lOpenCL

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 2.4.2Test: Boat - Acceleration: OpenCLROCm 2.0AMDGPU-PRO 18.50 PAL246810SE +/- 0.08, N = 12SE +/- 0.08, N = 34.488.50
OpenBenchmarking.orgSeconds, Fewer Is BetterDarktable 2.4.2Test: Boat - Acceleration: OpenCLROCm 2.0AMDGPU-PRO 18.50 PAL3691215Min: 3.95 / Avg: 4.48 / Max: 4.88Min: 8.4 / Avg: 8.5 / Max: 8.65

OpenBenchmarking.orgSeconds, Fewer Is BetterDarktable 2.4.2Test: Masskrug - Acceleration: OpenCLROCm 2.0AMDGPU-PRO 18.50 PAL1.28252.5653.84755.136.4125SE +/- 0.02, N = 3SE +/- 0.04, N = 35.705.47
OpenBenchmarking.orgSeconds, Fewer Is BetterDarktable 2.4.2Test: Masskrug - Acceleration: OpenCLROCm 2.0AMDGPU-PRO 18.50 PAL246810Min: 5.67 / Avg: 5.7 / Max: 5.73Min: 5.41 / Avg: 5.47 / Max: 5.56

OpenBenchmarking.orgSeconds, Fewer Is BetterDarktable 2.4.2Test: Server Rack - Acceleration: OpenCLROCm 2.0AMDGPU-PRO 18.50 PAL0.05180.10360.15540.20720.259SE +/- 0.00, N = 3SE +/- 0.00, N = 30.230.13
OpenBenchmarking.orgSeconds, Fewer Is BetterDarktable 2.4.2Test: Server Rack - Acceleration: OpenCLROCm 2.0AMDGPU-PRO 18.50 PAL12345Min: 0.23 / Avg: 0.23 / Max: 0.23Min: 0.13 / Avg: 0.13 / Max: 0.14

OpenBenchmarking.orgSeconds, Fewer Is BetterDarktable 2.4.2Test: Server Room - Acceleration: OpenCLROCm 2.0AMDGPU-PRO 18.50 PAL0.57831.15661.73492.31322.8915SE +/- 0.01, N = 3SE +/- 0.04, N = 41.972.57
OpenBenchmarking.orgSeconds, Fewer Is BetterDarktable 2.4.2Test: Server Room - Acceleration: OpenCLROCm 2.0AMDGPU-PRO 18.50 PAL246810Min: 1.96 / Avg: 1.97 / Max: 1.98Min: 2.45 / Avg: 2.57 / Max: 2.64

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: GPUROCm 2.0AMDGPU-PRO 18.50 PALRX 580 8Gb - ROCm 2.7.050M100M150M200M250MSE +/- 1617179.19, N = 3SE +/- 1514546.33, N = 3SE +/- 896677.08, N = 31668588162402934692486331961. (CC) gcc options: -O3 -march=native -ftree-vectorize -funroll-loops -lglut -lOpenCL -lGL -lm
OpenBenchmarking.orgSamples/sec, More Is BetterJuliaGPU 1.2pts1OpenCL Device: GPUROCm 2.0AMDGPU-PRO 18.50 PALRX 580 8Gb - ROCm 2.7.040M80M120M160M200MMin: 165235253.8 / Avg: 166858815.63 / Max: 170093165.6Min: 238388090.3 / Avg: 240293468.7 / Max: 243285447.4Min: 247198053.9 / Avg: 248633195.9 / Max: 250282091.21. (CC) gcc options: -O3 -march=native -ftree-vectorize -funroll-loops -lglut -lOpenCL -lGL -lm

clpeak

OpenBenchmarking.orgus, Fewer Is BetterclpeakOpenCL Test: Kernel LatencyROCm 2.0AMDGPU-PRO 18.50 PAL1020304050SE +/- 0.14, N = 3SE +/- 1.09, N = 1210.5641.751. (CXX) g++ options: -O3 -rdynamic -lOpenCL
OpenBenchmarking.orgus, Fewer Is BetterclpeakOpenCL Test: Kernel LatencyROCm 2.0AMDGPU-PRO 18.50 PAL918273645Min: 10.31 / Avg: 10.56 / Max: 10.81Min: 31.69 / Avg: 41.75 / Max: 45.61. (CXX) g++ options: -O3 -rdynamic -lOpenCL

OpenBenchmarking.orgGIOPS, More Is BetterclpeakOpenCL Test: Integer Compute INTROCm 2.0AMDGPU-PRO 18.50 PAL5001000150020002500SE +/- 2.51, N = 3SE +/- 6.75, N = 3249724861. (CXX) g++ options: -O3 -rdynamic -lOpenCL
OpenBenchmarking.orgGIOPS, More Is BetterclpeakOpenCL Test: Integer Compute INTROCm 2.0AMDGPU-PRO 18.50 PAL400800120016002000Min: 2493.63 / Avg: 2497 / Max: 2501.91Min: 2474.49 / Avg: 2485.54 / Max: 2497.781. (CXX) g++ options: -O3 -rdynamic -lOpenCL

OpenBenchmarking.orgGFLOPS, More Is BetterclpeakOpenCL Test: Single-Precision FloatROCm 2.0AMDGPU-PRO 18.50 PAL3K6K9K12K15KSE +/- 11.58, N = 3SE +/- 40.57, N = 313053125281. (CXX) g++ options: -O3 -rdynamic -lOpenCL
OpenBenchmarking.orgGFLOPS, More Is BetterclpeakOpenCL Test: Single-Precision FloatROCm 2.0AMDGPU-PRO 18.50 PAL2K4K6K8K10KMin: 13031.22 / Avg: 13053.31 / Max: 13070.38Min: 12447.49 / Avg: 12528.44 / Max: 12573.781. (CXX) g++ options: -O3 -rdynamic -lOpenCL

OpenBenchmarking.orgGFLOPS, More Is BetterclpeakOpenCL Test: Double-Precision DoubleROCm 2.0AMDGPU-PRO 18.50 PAL2004006008001000SE +/- 0.95, N = 3SE +/- 1.70, N = 38338281. (CXX) g++ options: -O3 -rdynamic -lOpenCL
OpenBenchmarking.orgGFLOPS, More Is BetterclpeakOpenCL Test: Double-Precision DoubleROCm 2.0AMDGPU-PRO 18.50 PAL150300450600750Min: 831.38 / Avg: 832.58 / Max: 834.45Min: 825.82 / Avg: 827.64 / Max: 831.031. (CXX) g++ options: -O3 -rdynamic -lOpenCL

OpenBenchmarking.orgGBPS, More Is BetterclpeakOpenCL Test: Global Memory BandwidthROCm 2.0AMDGPU-PRO 18.50 PAL80160240320400SE +/- 0.12, N = 3SE +/- 0.10, N = 33623611. (CXX) g++ options: -O3 -rdynamic -lOpenCL
OpenBenchmarking.orgGBPS, More Is BetterclpeakOpenCL Test: Global Memory BandwidthROCm 2.0AMDGPU-PRO 18.50 PAL60120180240300Min: 361.94 / Avg: 362.17 / Max: 362.33Min: 360.51 / Avg: 360.68 / Max: 360.871. (CXX) g++ options: -O3 -rdynamic -lOpenCL

OpenBenchmarking.orgGBPS, More Is BetterclpeakOpenCL Test: Transfer Bandwidth enqueueReadBufferROCm 2.0AMDGPU-PRO 18.50 PAL48121620SE +/- 0.03, N = 3SE +/- 0.88, N = 917.0610.921. (CXX) g++ options: -O3 -rdynamic -lOpenCL
OpenBenchmarking.orgGBPS, More Is BetterclpeakOpenCL Test: Transfer Bandwidth enqueueReadBufferROCm 2.0AMDGPU-PRO 18.50 PAL48121620Min: 17.01 / Avg: 17.06 / Max: 17.09Min: 4.7 / Avg: 10.92 / Max: 14.351. (CXX) g++ options: -O3 -rdynamic -lOpenCL

OpenBenchmarking.orgGBPS, More Is BetterclpeakOpenCL Test: Transfer Bandwidth enqueueWriteBufferROCm 2.0AMDGPU-PRO 18.50 PAL1020304050SE +/- 0.01, N = 3SE +/- 0.21, N = 345.4422.491. (CXX) g++ options: -O3 -rdynamic -lOpenCL
OpenBenchmarking.orgGBPS, More Is BetterclpeakOpenCL Test: Transfer Bandwidth enqueueWriteBufferROCm 2.0AMDGPU-PRO 18.50 PAL918273645Min: 45.43 / Avg: 45.44 / Max: 45.45Min: 22.08 / Avg: 22.49 / Max: 22.71. (CXX) g++ options: -O3 -rdynamic -lOpenCL

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 2.6.2Test: Boat - Acceleration: OpenCLRX 580 8Gb - ROCm 2.7.048121620SE +/- 0.01, N = 314.25

OpenBenchmarking.orgSeconds, Fewer Is BetterDarktable 2.6.2Test: Masskrug - Acceleration: OpenCLRX 580 8Gb - ROCm 2.7.0246810SE +/- 0.00, N = 37.43

OpenBenchmarking.orgSeconds, Fewer Is BetterDarktable 2.6.2Test: Server Rack - Acceleration: OpenCLRX 580 8Gb - ROCm 2.7.00.05180.10360.15540.20720.259SE +/- 0.00, N = 100.23

OpenBenchmarking.orgSeconds, Fewer Is BetterDarktable 2.6.2Test: Server Room - Acceleration: OpenCLRX 580 8Gb - ROCm 2.7.01.09132.18263.27394.36525.4565SE +/- 0.01, N = 34.85

ROCm 2.0

Processor: AMD Ryzen Threadripper 2990WX 32-Core @ 3.00GHz (32 Cores / 64 Threads), Motherboard: ASUS ROG ZENITH EXTREME (1601 BIOS), Chipset: AMD Family 17h, Memory: 32768MB, Disk: 16GB Voyager 3.0 + Samsung SSD 970 EVO 500GB, Graphics: AMD Radeon RX Vega 8GB (1630/945MHz), Audio: Realtek ALC1220, Monitor: ASUS VP28U, Network: Intel I211 + Qualcomm Atheros QCA6174 802.11ac + Wilocity Wil6200 802.11ad

OS: Ubuntu 18.04, Kernel: 4.15.0-43-generic (x86_64), Desktop: GNOME Shell 3.28.3, Display Server: X Server 1.19.6, Display Driver: amdgpu 18.0.1, OpenGL: 4.5 Mesa 18.0.5 (LLVM 6.0.0), Compiler: GCC 7.3.0, File-System: ext4, Screen Resolution: 3840x2160

Compiler Notes: --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
Processor Notes: Scaling Governor: acpi-cpufreq ondemand
Graphics Notes: GLAMOR
Python Notes: Python 2.7.15rc1 + Python 3.6.7
Security Notes: __user pointer sanitization + Full AMD retpoline IBPB + SSB disabled via prctl and seccomp

Testing initiated at 16 January 2019 05:58 by user pts.

AMDGPU-PRO 18.50 PAL

Processor: AMD Ryzen Threadripper 2990WX 32-Core @ 3.00GHz (32 Cores / 64 Threads), Motherboard: ASUS ROG ZENITH EXTREME (1601 BIOS), Chipset: AMD Family 17h, Memory: 32768MB, Disk: 16GB Voyager 3.0 + Samsung SSD 970 EVO 500GB, Graphics: AMD Radeon RX Vega 8GB (1630/945MHz), Audio: Realtek ALC1220, Monitor: ASUS VP28U, Network: Intel I211 + Qualcomm Atheros QCA6174 802.11ac + Wilocity Wil6200 802.11ad

OS: Ubuntu 18.04, Kernel: 4.15.0-43-generic (x86_64), Desktop: GNOME Shell 3.28.3, Display Server: X Server 1.19.6, Display Driver: amdgpu 18.1.99, OpenGL: 4.6.13542, Compiler: GCC 7.3.0, File-System: ext4, Screen Resolution: 3840x2160

Compiler Notes: --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
Processor Notes: Scaling Governor: acpi-cpufreq ondemand
Graphics Notes: GLAMOR
Python Notes: Python 2.7.15rc1 + Python 3.6.7
Security Notes: __user pointer sanitization + Full AMD retpoline IBPB + SSB disabled via prctl and seccomp

Testing initiated at 16 January 2019 10:54 by user pts.

RX 580 8Gb - ROCm 2.7.0

Processor: AMD Ryzen 7 2700 Eight-Core @ 3.20GHz (8 Cores / 16 Threads), Motherboard: ASRock AB350 Pro4 (P5.40 BIOS), Chipset: AMD 17h, Memory: 32768MB, Disk: 240GB SanDisk SSD PLUS + 2000GB Seagate ST2000DM001-9YN1, Graphics: AMD Radeon RX 470/480/570/570X/580/580X/590 8GB (1350/2000MHz), Audio: AMD Ellesmere HDMI Audio, Monitor: S24D332, Network: Realtek RTL8111/8168/8411

OS: Arch rolling, Kernel: 5.2.11-arch1-1-ARCH (x86_64), Desktop: KDE Plasma 5.16.4, Display Server: X Server 1.20.5, Display Driver: modesetting 1.20.5, OpenGL: 4.5 Mesa 19.1.5 (LLVM 8.0.1), OpenCL: OpenCL 2.0 AMD-APP.internal (2949.0), Vulkan: 1.1.90, Compiler: GCC 9.1.0 + Clang 8.0.1, File-System: ext4, Screen Resolution: 1920x1080

Environment Notes: __GL_YIELD=NOTHING
Compiler Notes: --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-lto --enable-multilib --enable-plugin --enable-shared --enable-threads=posix --mandir=/usr/share/man --with-isl --with-linker-hash-style=gnu
Processor Notes: Scaling Governor: acpi-cpufreq schedutil
Python Notes: Python 3.7.4
Security Notes: l1tf: Not affected + mds: Not affected + meltdown: Not affected + spec_store_bypass: Mitigation of SSB disabled via prctl and seccomp + spectre_v1: Mitigation of usercopy/swapgs barriers and __user pointer sanitization + spectre_v2: Mitigation of Full AMD retpoline IBPB: conditional STIBP: disabled RSB filling

Testing initiated at 31 August 2019 04:36 by user ulysses.