AMD Radeon VII OpenCL GPU Compute Benchmarks

Benchmarks for Radeon VII launch day by Michael Larabel for a future article. Radeon tests with ROCm 2.0 on Linux 5.0 kernel.

Compare your own system(s) to this result file with the Phoronix Test Suite by running the command: phoronix-test-suite benchmark 1902066-SP-VIICOMPUT16
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Result
Identifier
Performance Per
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Date
Run
  Test
  Duration
RX 580
January 28 2019
  29 Minutes
RX 590
January 29 2019
  29 Minutes
RX Vega 56
January 28 2019
  26 Minutes
RX Vega 64
January 28 2019
  24 Minutes
Radeon VII
January 30 2019
  24 Minutes
GTX 1060
January 27 2019
  17 Minutes
GTX 1070
January 25 2019
  15 Minutes
GTX 1070 Ti
January 25 2019
  15 Minutes
GTX 1080
January 25 2019
  15 Minutes
GTX 1080 Ti
January 25 2019
  14 Minutes
RTX 2060
January 27 2019
  14 Minutes
RTX 2070
January 27 2019
  14 Minutes
RTX 2080
January 26 2019
  13 Minutes
RTX 2080 Ti
January 26 2019
  13 Minutes
TITAN RTX
January 26 2019
  14 Minutes
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  18 Minutes

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GTX 1080

Processor: Intel Core i9-9900K @ 5.00GHz (8 Cores / 16 Threads), Motherboard: ASUS PRIME Z390-A (0602 BIOS), Chipset: Intel Cannon Lake PCH Shared SRAM, Memory: 16384MB, Disk: Samsung SSD 970 EVO 250GB + 2000GB SABRENT, Graphics: NVIDIA GeForce GTX 1080 8GB (1607/5005MHz), Audio: Realtek ALC1220, Monitor: Acer B286HK, Network: Intel I219-V

OS: Ubuntu 18.10, Kernel: 4.20.3-042003-generic (x86_64), Desktop: GNOME Shell 3.30.1, Display Server: X Server 1.20.1, Display Driver: NVIDIA 415.27, OpenGL: 4.6.0, OpenCL: OpenCL 1.2 CUDA 10.0.132, Vulkan: 1.1.84, Compiler: GCC 8.2.0, 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: intel_pstate performance
OpenCL Notes: GPU Compute Cores: 2560
Python Notes: Python 2.7.15+ + Python 3.6.7
Security Notes: __user pointer sanitization + Full generic retpoline IBPB: conditional IBRS_FW STIBP: conditional RSB filling + SSB disabled via prctl and seccomp

GTX 1070

Changed Graphics to NVIDIA GeForce GTX 1070 8GB (1506/4006MHz).

OpenCL Change: GPU Compute Cores: 1920

GTX 1070 Ti

Changed Graphics to Zotac NVIDIA GeForce GTX 1070 Ti 8GB (1607/4006MHz).

OpenCL Change: GPU Compute Cores: 2432

GTX 1080 Ti

Changed Graphics to NVIDIA GeForce GTX 1080 Ti 11GB (1480/5508MHz).

OpenCL Change: GPU Compute Cores: 3584

TITAN RTX

Changed Graphics to NVIDIA TITAN RTX 24GB (1350/7000MHz).

OpenCL Change: GPU Compute Cores: 4608

RTX 2080 Ti

Changed Graphics to NVIDIA GeForce RTX 2080 Ti 11GB (1350/7000MHz).

OpenCL Change: GPU Compute Cores: 4352

RTX 2080

Changed Graphics to Zotac NVIDIA GeForce RTX 2080 8GB (1515/7000MHz).

OpenCL Change: GPU Compute Cores: 2944

RTX 2060

Changed Graphics to NVIDIA GeForce RTX 2060 6GB (1365/7000MHz).

OpenCL Change: GPU Compute Cores: 1920

RTX 2070

Changed Graphics to ASUS NVIDIA GeForce RTX 2070 8GB (1410/7000MHz).

OpenCL Change: GPU Compute Cores: 2304

GTX 1060

Changed Graphics to NVIDIA GeForce GTX 1060 6GB (1506/4006MHz).

OpenCL Change: GPU Compute Cores: 1280

RX Vega 64

Processor: Intel Core i9-9900K @ 5.00GHz (8 Cores / 16 Threads), Motherboard: ASUS PRIME Z390-A (0602 BIOS), Chipset: Intel Cannon Lake PCH Shared SRAM, Memory: 16384MB, Disk: Samsung SSD 970 EVO 250GB + 2000GB SABRENT, Graphics: AMD Radeon RX 64 8GB (1630/945MHz), Audio: Realtek ALC1220, Monitor: Acer B286HK, Network: Intel I219-V

OS: Ubuntu 18.10, Kernel: 5.0.0-050000rc4-generic (x86_64) 20190127, Desktop: GNOME Shell 3.30.1, Display Server: X Server 1.20.1, OpenGL: 4.5 Mesa 19.0.0-devel padoka PPA (LLVM 9.0.0), OpenCL: OpenCL 2.1 AMD-APP (2783.0), Vulkan: 1.1.90, Compiler: GCC 8.2.0, 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: intel_pstate performance
Python Notes: Python 2.7.15+ + Python 3.6.7
Security Notes: __user pointer sanitization + Full generic retpoline IBPB: conditional IBRS_FW STIBP: conditional RSB filling + SSB disabled via prctl and seccomp

RX Vega 56

Changed Graphics to AMD Radeon RX 64 8GB (1590/800MHz).

RX 580

Changed Graphics to MSI AMD Radeon RX 470/480/570/570X/580/580X 8GB (1366/2000MHz).

RX 590

Changed Graphics to Sapphire AMD Radeon RX 470/480/570/570X/580/580X 8GB (1560/2100MHz).

Radeon VII

Changed Graphics to AMD Vega 20 16GB (1801/1000MHz).

AMD Radeon VII OpenCL GPU Compute BenchmarksProcessorMotherboardChipsetMemoryDiskGraphicsAudioMonitorNetworkOSKernelDesktopDisplay ServerDisplay DriverOpenGLOpenCLVulkanCompilerFile-SystemScreen ResolutionGTX 1080GTX 1070GTX 1070 TiGTX 1080 TiTITAN RTXRTX 2080 TiRTX 2080RTX 2060RTX 2070GTX 1060RX Vega 64RX Vega 56RX 580RX 590Radeon VIIIntel 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 Vega 20 16GB (1801/1000MHz)OpenBenchmarking.orgCompiler Details- --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 -vProcessor Details- Scaling Governor: intel_pstate performanceOpenCL 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- Python 2.7.15+ + Python 3.6.7Security Details- __user pointer sanitization + Full generic retpoline IBPB: conditional IBRS_FW STIBP: conditional RSB filling + SSB disabled via prctl and seccomp

GTX 1080GTX 1070GTX 1070 TiGTX 1080 TiTITAN RTXRTX 2080 TiRTX 2080RTX 2060RTX 2070GTX 1060RX Vega 64RX Vega 56RX 580RX 590Radeon VIIResult OverviewPhoronix Test Suite100%203%306%409%LeelaChessZeroLuxMarkclpeakPlaidML

GTX 1080GTX 1070GTX 1070 TiGTX 1080 TiTITAN RTXRTX 2080 TiRTX 2080RTX 2060RTX 2070GTX 1060RX Vega 64RX Vega 56RX 580RX 590Radeon VIIPer Watt Result OverviewPhoronix Test Suite100%277%455%632%810%LeelaChessZeroPlaidMLLuxMarkP.W.G.MP.W.G.MP.W.G.M

AMD Radeon VII OpenCL GPU Compute Benchmarkslczero: OpenCLplaidml: Yes - Inference - Mobilenet - OpenCLplaidml: Yes - Inference - Inception V3 - OpenCLplaidml: Yes - Inference - ResNet 50 - OpenCLplaidml: Yes - Inference - VGG16 - OpenCLplaidml: No - Training - IMDB LSTM - OpenCLplaidml: No - Inference - Mobilenet - OpenCLplaidml: No - Inference - ResNet 50 - OpenCLplaidml: No - Inference - VGG16 - OpenCLluxmark: GPU - Luxball HDRclpeak: Global Memory Bandwidthclpeak: Single-Precision FloatGTX 1080GTX 1070GTX 1070 TiGTX 1080 TiTITAN RTXRTX 2080 TiRTX 2080RTX 2060RTX 2070GTX 1060RX Vega 64RX Vega 56RX 580RX 590Radeon VII1750686132264139167801292143138032227934143066411723712615676425712917287196587814786451202371281537552621311677619767762333774167334194187883339189216823291085332759772154742642441336556289460225251638631079712114582502461291537273427875051535222598931683541922161045400203291463681027014847791342821481888633091502135627666301729830157333179198100837618929532365796889955288.8518394.6213459219494.08122561454239856587120.03213119.99184835270137.623256536212469758575109.03195106.66178720228120.44310793171035764056376.5912860.9813041413365.1815271206620268359982.7113764.0414445314268.691722121770691391904166.30353197.632001233403224.775557080713453OpenBenchmarking.org

LeelaChessZero

LeelaChessZero (lc0 / lczero) is a chess engine automated vian neural networks. This test profile can be used for OpenCL, CUDA + cuDNN, and BLAS (CPU-based) benchmarking. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgNodes Per Second, More Is BetterLeelaChessZero 0.20.1Backend: OpenCLRadeon VIIRX 590RX 580RX Vega 56RX Vega 64GTX 1060RTX 2070RTX 2060RTX 2080RTX 2080 TiTITAN RTXGTX 1080 TiGTX 1070 TiGTX 1070GTX 10807001400210028003500SE +/- 8.64, N = 3SE +/- 2.57, N = 3SE +/- 2.68, N = 3SE +/- 2.66, N = 3SE +/- 5.51, N = 3SE +/- 6.27, N = 3SE +/- 20.57, N = 3SE +/- 13.06, N = 3SE +/- 22.18, N = 3SE +/- 20.98, N = 3SE +/- 28.14, N = 3SE +/- 25.14, N = 3SE +/- 13.26, N = 3SE +/- 9.63, N = 3SE +/- 32.06, N = 313916836407588568991729148422593107327523331478143017501. (CXX) g++ options: -lpthread
OpenBenchmarking.orgNodes Per Second, More Is BetterLeelaChessZero 0.20.1Backend: OpenCLRadeon VIIRX 590RX 580RX Vega 56RX Vega 64GTX 1060RTX 2070RTX 2060RTX 2080RTX 2080 TiTITAN RTXGTX 1080 TiGTX 1070 TiGTX 1070GTX 10806001200180024003000Min: 1374.21 / Avg: 1391.4 / Max: 1401.55Min: 677.93 / Avg: 682.7 / Max: 686.74Min: 634.98 / Avg: 640.09 / Max: 644.05Min: 755.31 / Avg: 758.02 / Max: 763.35Min: 845.6 / Avg: 855.82 / Max: 864.48Min: 888.27 / Avg: 898.96 / Max: 909.99Min: 1689.75 / Avg: 1729.48 / Max: 1758.6Min: 1463.59 / Avg: 1484.44 / Max: 1508.5Min: 2235.88 / Avg: 2258.99 / Max: 2303.34Min: 3066.49 / Avg: 3106.95 / Max: 3136.83Min: 3232.74 / Avg: 3275.46 / Max: 3328.55Min: 2285.91 / Avg: 2332.72 / Max: 2372.04Min: 1451.36 / Avg: 1477.54 / Max: 1494.31Min: 1412.22 / Avg: 1430.05 / Max: 1445.29Min: 1686.07 / Avg: 1749.9 / Max: 1787.121. (CXX) g++ options: -lpthread

OpenBenchmarking.orgNodes Per Second Per Watt, More Is BetterLeelaChessZero 0.20.1Backend: OpenCLRadeon VIIRX 590RX 580RX Vega 56RX Vega 64GTX 1060RTX 2070RTX 2060RTX 2080RTX 2080 TiTITAN RTXGTX 1080 TiGTX 1070 TiGTX 1070GTX 10805101520259.383.623.744.382.735.979.277.5710.1315.1022.118.809.457.7711.81

OpenBenchmarking.orgWatts, Fewer Is BetterLeelaChessZero 0.20.1System Power Consumption MonitorRadeon VIIRX 590RX 580RX Vega 56RX Vega 64GTX 1060RTX 2070RTX 2060RTX 2080RTX 2080 TiTITAN RTXGTX 1080 TiGTX 1070 TiGTX 1070GTX 108060120180240300Min: 56 / Avg: 148.33 / Max: 269Min: 75.2 / Avg: 188.72 / Max: 253.3Min: 69.3 / Avg: 171.21 / Max: 229.5Min: 47.2 / Avg: 173.2 / Max: 262.2Min: 50.2 / Avg: 313.27 / Max: 342.7Min: 41.9 / Avg: 150.59 / Max: 180Min: 75.1 / Avg: 186.61 / Max: 251.7Min: 69.4 / Avg: 196.01 / Max: 230Min: 88.3 / Avg: 222.99 / Max: 288.3Min: 48.2 / Avg: 205.76 / Max: 349.4Min: 97.7 / Avg: 148.16 / Max: 357.7Min: 96.9 / Avg: 265.17 / Max: 323.1Min: 80 / Avg: 156.39 / Max: 189.7Min: 42.6 / Avg: 184.04 / Max: 213.3Min: 40.2 / Avg: 148.14 / Max: 249.5

PlaidML

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: OpenCLRadeon VIIRX 590RX 580RX Vega 56RX Vega 64GTX 1060RTX 2070RTX 2060RTX 2080RTX 2080 TiTITAN RTXGTX 1080 TiGTX 1070 TiGTX 1070GTX 10802004006008001000SE +/- 4.52, N = 3SE +/- 1.00, N = 3SE +/- 1.03, N = 3SE +/- 6.73, N = 3SE +/- 9.53, N = 3SE +/- 0.87, N = 3SE +/- 1.07, N = 3SE +/- 1.27, N = 3SE +/- 1.63, N = 3SE +/- 2.70, N = 3SE +/- 3.45, N = 3SE +/- 3.70, N = 3SE +/- 3.15, N = 3SE +/- 4.06, N = 3SE +/- 5.02, N = 3904599563575587552830779893971977774645664686
OpenBenchmarking.orgExamples Per Second, More Is BetterPlaidMLFP16: Yes - Mode: Inference - Network: Mobilenet - Device: OpenCLRadeon VIIRX 590RX 580RX Vega 56RX Vega 64GTX 1060RTX 2070RTX 2060RTX 2080RTX 2080 TiTITAN RTXGTX 1080 TiGTX 1070 TiGTX 1070GTX 10802004006008001000Min: 896.69 / Avg: 904.31 / Max: 912.32Min: 598.2 / Avg: 599.41 / Max: 601.39Min: 561.61 / Avg: 562.65 / Max: 564.71Min: 563.27 / Avg: 575.45 / Max: 586.52Min: 571.05 / Avg: 587.14 / Max: 604.02Min: 550.45 / Avg: 552.08 / Max: 553.4Min: 828.43 / Avg: 830.48 / Max: 832.07Min: 777.01 / Avg: 779.22 / Max: 781.41Min: 890.4 / Avg: 893.16 / Max: 896.06Min: 965.79 / Avg: 971.16 / Max: 974.38Min: 971.07 / Avg: 976.99 / Max: 983.03Min: 767.34 / Avg: 774.41 / Max: 779.85Min: 641.13 / Avg: 645.34 / Max: 651.5Min: 656.32 / Avg: 664.31 / Max: 669.55Min: 675.83 / Avg: 685.87 / Max: 691.24

OpenBenchmarking.orgExamples Per Second Per Watt, More Is BetterPlaidMLFP16: Yes - Mode: Inference - Network: Mobilenet - Device: OpenCLRadeon VIIRX 590RX 580RX Vega 56RX Vega 64GTX 1060RTX 2070RTX 2060RTX 2080RTX 2080 TiTITAN RTXGTX 1080 TiGTX 1070 TiGTX 1070GTX 1080369121511.544.745.146.238.485.128.876.416.8210.288.825.196.577.227.34

OpenBenchmarking.orgWatts, Fewer Is BetterPlaidMLSystem Power Consumption MonitorRadeon VIIRX 590RX 580RX Vega 56RX Vega 64GTX 1060RTX 2070RTX 2060RTX 2080RTX 2080 TiTITAN RTXGTX 1080 TiGTX 1070 TiGTX 1070GTX 10804080120160200Min: 58.1 / Avg: 78.39 / Max: 92.6Min: 82.3 / Avg: 126.56 / Max: 194.9Min: 75.6 / Avg: 109.4 / Max: 179Min: 49.6 / Avg: 92.35 / Max: 157.7Min: 54 / Avg: 69.27 / Max: 82.4Min: 42.1 / Avg: 107.84 / Max: 141.6Min: 46 / Avg: 93.68 / Max: 129.3Min: 45.5 / Avg: 121.65 / Max: 166.1Min: 56.3 / Avg: 130.87 / Max: 184.7Min: 48.4 / Avg: 94.48 / Max: 113.3Min: 52.9 / Avg: 110.8 / Max: 140.2Min: 91.6 / Avg: 149.17 / Max: 203.2Min: 48.7 / Avg: 98.18 / Max: 132.6Min: 42.8 / Avg: 91.98 / Max: 117.4Min: 43.7 / Avg: 93.48 / Max: 127.3

OpenBenchmarking.orgExamples Per Second, More Is BetterPlaidMLFP16: Yes - Mode: Inference - Network: Inception V3 - Device: OpenCLRadeon VIIRX 590RX 580RX Vega 56RX Vega 64GTX 1060RTX 2070RTX 2060RTX 2080RTX 2080 TiTITAN RTXGTX 1080 TiGTX 1070 TiGTX 1070GTX 108050100150200250SE +/- 0.20, N = 3SE +/- 0.11, N = 3SE +/- 0.04, N = 3SE +/- 0.06, N = 3SE +/- 0.02, N = 3SE +/- 0.05, N = 3SE +/- 0.18, N = 3SE +/- 0.44, N = 3SE +/- 0.40, N = 3SE +/- 0.48, N = 3SE +/- 1.30, N = 3SE +/- 0.58, N = 3SE +/- 0.30, N = 3SE +/- 0.07, N = 3SE +/- 0.07, N = 3166.3082.7176.59109.03120.0388.85157.00134.00168.00211.00215.00167.00120.00117.00132.00
OpenBenchmarking.orgExamples Per Second, More Is BetterPlaidMLFP16: Yes - Mode: Inference - Network: Inception V3 - Device: OpenCLRadeon VIIRX 590RX 580RX Vega 56RX Vega 64GTX 1060RTX 2070RTX 2060RTX 2080RTX 2080 TiTITAN RTXGTX 1080 TiGTX 1070 TiGTX 1070GTX 10804080120160200Min: 165.99 / Avg: 166.3 / Max: 166.68Min: 82.56 / Avg: 82.71 / Max: 82.93Min: 76.52 / Avg: 76.59 / Max: 76.63Min: 108.92 / Avg: 109.03 / Max: 109.12Min: 119.99 / Avg: 120.03 / Max: 120.05Min: 88.76 / Avg: 88.85 / Max: 88.92Min: 157.1 / Avg: 157.33 / Max: 157.7Min: 133.38 / Avg: 133.96 / Max: 134.81Min: 167.9 / Avg: 168.35 / Max: 169.14Min: 210.59 / Avg: 211.32 / Max: 212.24Min: 213.66 / Avg: 215.41 / Max: 217.95Min: 165.9 / Avg: 166.71 / Max: 167.85Min: 119.2 / Avg: 119.54 / Max: 120.14Min: 117.31 / Avg: 117.42 / Max: 117.56Min: 131.77 / Avg: 131.91 / Max: 132

OpenBenchmarking.orgExamples Per Second Per Watt, More Is BetterPlaidMLFP16: Yes - Mode: Inference - Network: Inception V3 - Device: OpenCLRadeon VIIRX 590RX 580RX Vega 56RX Vega 64GTX 1060RTX 2070RTX 2060RTX 2080RTX 2080 TiTITAN RTXGTX 1080 TiGTX 1070 TiGTX 1070GTX 10800.2880.5760.8641.1521.441.240.510.520.740.660.671.070.921.081.121.280.820.900.760.78

OpenBenchmarking.orgWatts, Fewer Is BetterPlaidMLSystem Power Consumption MonitorRadeon VIIRX 590RX 580RX Vega 56RX Vega 64GTX 1060RTX 2070RTX 2060RTX 2080RTX 2080 TiTITAN RTXGTX 1080 TiGTX 1070 TiGTX 1070GTX 108050100150200250Min: 69.7 / Avg: 134.1 / Max: 228.1Min: 91.8 / Avg: 163.54 / Max: 221.5Min: 73.1 / Avg: 146.45 / Max: 195.4Min: 58.9 / Avg: 147.82 / Max: 249.5Min: 50.6 / Avg: 181.52 / Max: 296Min: 87.5 / Avg: 132.19 / Max: 156.7Min: 45.8 / Avg: 146.81 / Max: 206.6Min: 45 / Avg: 144.95 / Max: 190.7Min: 47.5 / Avg: 155.97 / Max: 224.6Min: 48.4 / Avg: 188.73 / Max: 275.6Min: 51.5 / Avg: 168.92 / Max: 275.4Min: 120.7 / Avg: 202.56 / Max: 256.6Min: 56.1 / Avg: 132.15 / Max: 155Min: 81.8 / Avg: 153.87 / Max: 183Min: 89.5 / Avg: 168.75 / Max: 202.8

OpenBenchmarking.orgExamples Per Second, More Is BetterPlaidMLFP16: Yes - Mode: Inference - Network: ResNet 50 - Device: OpenCLRadeon VIIRX 590RX 580RX Vega 56RX Vega 64GTX 1060RTX 2070RTX 2060RTX 2080RTX 2080 TiTITAN RTXGTX 1080 TiGTX 1070 TiGTX 1070GTX 1080100200300400500SE +/- 0.96, N = 3SE +/- 0.04, N = 3SE +/- 0.01, N = 3SE +/- 0.07, N = 3SE +/- 0.13, N = 3SE +/- 0.17, N = 3SE +/- 0.76, N = 3SE +/- 0.26, N = 3SE +/- 0.40, N = 3SE +/- 1.03, N = 3SE +/- 1.16, N = 3SE +/- 0.34, N = 3SE +/- 0.16, N = 3SE +/- 0.38, N = 3SE +/- 0.24, N = 3353137128195213183333282354458474334237237264
OpenBenchmarking.orgExamples Per Second, More Is BetterPlaidMLFP16: Yes - Mode: Inference - Network: ResNet 50 - Device: OpenCLRadeon VIIRX 590RX 580RX Vega 56RX Vega 64GTX 1060RTX 2070RTX 2060RTX 2080RTX 2080 TiTITAN RTXGTX 1080 TiGTX 1070 TiGTX 1070GTX 108080160240320400Min: 351.56 / Avg: 352.68 / Max: 354.59Min: 136.47 / Avg: 136.55 / Max: 136.59Min: 128.33 / Avg: 128.35 / Max: 128.36Min: 194.42 / Avg: 194.54 / Max: 194.68Min: 213.31 / Avg: 213.45 / Max: 213.71Min: 182.32 / Avg: 182.6 / Max: 182.92Min: 331.75 / Avg: 333.11 / Max: 334.37Min: 281.23 / Avg: 281.69 / Max: 282.14Min: 353.61 / Avg: 354.02 / Max: 354.83Min: 456.67 / Avg: 458.12 / Max: 460.12Min: 472.54 / Avg: 474.44 / Max: 476.54Min: 333.56 / Avg: 334.13 / Max: 334.72Min: 237.19 / Avg: 237.39 / Max: 237.7Min: 236.94 / Avg: 237.38 / Max: 238.13Min: 263.46 / Avg: 263.87 / Max: 264.3

OpenBenchmarking.orgExamples Per Second Per Watt, More Is BetterPlaidMLFP16: Yes - Mode: Inference - Network: ResNet 50 - Device: OpenCLRadeon VIIRX 590RX 580RX Vega 56RX Vega 64GTX 1060RTX 2070RTX 2060RTX 2080RTX 2080 TiTITAN RTXGTX 1080 TiGTX 1070 TiGTX 1070GTX 10800.66381.32761.99142.65523.3192.750.890.911.381.241.492.511.962.392.952.921.782.081.761.62

OpenBenchmarking.orgWatts, Fewer Is BetterPlaidMLSystem Power Consumption MonitorRadeon VIIRX 590RX 580RX Vega 56RX Vega 64GTX 1060RTX 2070RTX 2060RTX 2080RTX 2080 TiTITAN RTXGTX 1080 TiGTX 1070 TiGTX 1070GTX 108060120180240300Min: 70.1 / Avg: 128.33 / Max: 243.5Min: 81.1 / Avg: 153.59 / Max: 208.6Min: 73.6 / Avg: 141.5 / Max: 187.8Min: 50.5 / Avg: 141.19 / Max: 254.3Min: 82.4 / Avg: 172.03 / Max: 313.6Min: 60.4 / Avg: 122.52 / Max: 164.5Min: 78.4 / Avg: 132.98 / Max: 222.4Min: 86.5 / Avg: 143.68 / Max: 202.9Min: 47.4 / Avg: 148.19 / Max: 240.2Min: 48.4 / Avg: 155.12 / Max: 292.5Min: 52.6 / Avg: 162.76 / Max: 301.7Min: 122.3 / Avg: 187.68 / Max: 270.3Min: 48.5 / Avg: 113.89 / Max: 160.8Min: 83.8 / Avg: 134.85 / Max: 189.4Min: 91.6 / Avg: 162.7 / Max: 211.1

OpenBenchmarking.orgExamples Per Second, More Is BetterPlaidMLFP16: Yes - Mode: Inference - Network: VGG16 - Device: OpenCLRadeon VIIRX 590RX 580RX Vega 56RX Vega 64GTX 1060RTX 2070RTX 2060RTX 2080RTX 2080 TiTITAN RTXGTX 1080 TiGTX 1070 TiGTX 1070GTX 108060120180240300SE +/- 0.03, N = 3SE +/- 0.01, N = 3SE +/- 0.02, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.03, N = 3SE +/- 0.26, N = 3SE +/- 0.15, N = 3SE +/- 0.32, N = 3SE +/- 0.20, N = 3SE +/- 0.43, N = 3SE +/- 0.32, N = 3SE +/- 0.06, N = 3SE +/- 0.12, N = 3SE +/- 0.09, N = 3197.6364.0460.98106.66119.9994.62179.00148.00192.00250.00264.00194.00128.00126.00139.00
OpenBenchmarking.orgExamples Per Second, More Is BetterPlaidMLFP16: Yes - Mode: Inference - Network: VGG16 - Device: OpenCLRadeon VIIRX 590RX 580RX Vega 56RX Vega 64GTX 1060RTX 2070RTX 2060RTX 2080RTX 2080 TiTITAN RTXGTX 1080 TiGTX 1070 TiGTX 1070GTX 108050100150200250Min: 197.59 / Avg: 197.63 / Max: 197.69Min: 64.02 / Avg: 64.04 / Max: 64.06Min: 60.95 / Avg: 60.98 / Max: 61.01Min: 106.66 / Avg: 106.66 / Max: 106.66Min: 119.99 / Avg: 119.99 / Max: 119.99Min: 94.58 / Avg: 94.62 / Max: 94.68Min: 178.77 / Avg: 179.11 / Max: 179.62Min: 147.98 / Avg: 148.21 / Max: 148.51Min: 191.55 / Avg: 192.06 / Max: 192.65Min: 249.48 / Avg: 249.7 / Max: 250.09Min: 263.47 / Avg: 264.04 / Max: 264.9Min: 194.05 / Avg: 194.4 / Max: 195.04Min: 128.34 / Avg: 128.4 / Max: 128.51Min: 126.33 / Avg: 126.49 / Max: 126.72Min: 138.95 / Avg: 139.09 / Max: 139.25

OpenBenchmarking.orgExamples Per Second Per Watt, More Is BetterPlaidMLFP16: Yes - Mode: Inference - Network: VGG16 - Device: OpenCLRadeon VIIRX 590RX 580RX Vega 56RX Vega 64GTX 1060RTX 2070RTX 2060RTX 2080RTX 2080 TiTITAN RTXGTX 1080 TiGTX 1070 TiGTX 1070GTX 10800.34880.69761.04641.39521.7441.550.390.410.700.550.721.271.081.211.381.501.081.020.920.80

OpenBenchmarking.orgWatts, Fewer Is BetterPlaidMLSystem Power Consumption MonitorRadeon VIIRX 590RX 580RX Vega 56RX Vega 64GTX 1060RTX 2070RTX 2060RTX 2080RTX 2080 TiTITAN RTXGTX 1080 TiGTX 1070 TiGTX 1070GTX 108060120180240300Min: 57.5 / Avg: 127.89 / Max: 264.7Min: 79.7 / Avg: 162.83 / Max: 210.1Min: 73.2 / Avg: 147.27 / Max: 187.1Min: 50.2 / Avg: 151.48 / Max: 258.1Min: 53.4 / Avg: 217.55 / Max: 319.8Min: 58.2 / Avg: 131.14 / Max: 167.2Min: 47.2 / Avg: 141.31 / Max: 234Min: 62.3 / Avg: 137.76 / Max: 208Min: 49.8 / Avg: 158.89 / Max: 252.8Min: 47.7 / Avg: 180.78 / Max: 312Min: 58.3 / Avg: 176.01 / Max: 322.5Min: 65.2 / Avg: 179.46 / Max: 287.9Min: 48.4 / Avg: 125.32 / Max: 169.8Min: 43.1 / Avg: 136.92 / Max: 191.2Min: 70.3 / Avg: 172.91 / Max: 216.6

OpenBenchmarking.orgExamples Per Second, More Is BetterPlaidMLFP16: No - Mode: Training - Network: IMDB LSTM - Device: OpenCLRadeon VIIRX 590RX 580RX Vega 56RX Vega 64GTX 1060RTX 2070RTX 2060RTX 2080RTX 2080 TiTITAN RTXGTX 1080 TiGTX 1070 TiGTX 1070GTX 108050100150200250SE +/- 0.32, N = 3SE +/- 0.19, N = 3SE +/- 0.25, N = 3SE +/- 0.24, N = 3SE +/- 0.19, N = 3SE +/- 0.17, N = 3SE +/- 0.82, N = 3SE +/- 0.38, N = 3SE +/- 0.27, N = 3SE +/- 0.72, N = 3SE +/- 0.96, N = 3SE +/- 0.49, N = 3SE +/- 0.03, N = 3SE +/- 0.50, N = 3SE +/- 0.60, N = 3200144130178184134198188216246244187153156167
OpenBenchmarking.orgExamples Per Second, More Is BetterPlaidMLFP16: No - Mode: Training - Network: IMDB LSTM - Device: OpenCLRadeon VIIRX 590RX 580RX Vega 56RX Vega 64GTX 1060RTX 2070RTX 2060RTX 2080RTX 2080 TiTITAN RTXGTX 1080 TiGTX 1070 TiGTX 1070GTX 10804080120160200Min: 199.2 / Avg: 199.6 / Max: 200.23Min: 144.06 / Avg: 144.32 / Max: 144.7Min: 129.41 / Avg: 129.71 / Max: 130.21Min: 177.17 / Avg: 177.59 / Max: 178.01Min: 183.3 / Avg: 183.67 / Max: 183.93Min: 133.51 / Avg: 133.81 / Max: 134.09Min: 196.74 / Avg: 198.38 / Max: 199.3Min: 187.38 / Avg: 188.13 / Max: 188.58Min: 215.25 / Avg: 215.62 / Max: 216.16Min: 244.31 / Avg: 245.51 / Max: 246.8Min: 242.37 / Avg: 243.94 / Max: 245.69Min: 186.6 / Avg: 187.44 / Max: 188.3Min: 153.07 / Avg: 153.11 / Max: 153.17Min: 155.61 / Avg: 156.25 / Max: 157.23Min: 165.62 / Avg: 166.82 / Max: 167.47

OpenBenchmarking.orgExamples Per Second Per Watt, More Is BetterPlaidMLFP16: No - Mode: Training - Network: IMDB LSTM - Device: OpenCLRadeon VIIRX 590RX 580RX Vega 56RX Vega 64GTX 1060RTX 2070RTX 2060RTX 2080RTX 2080 TiTITAN RTXGTX 1080 TiGTX 1070 TiGTX 1070GTX 10800.36450.7291.09351.4581.82251.450.950.891.071.111.081.561.621.561.541.601.141.241.141.14

OpenBenchmarking.orgWatts, Fewer Is BetterPlaidMLSystem Power Consumption MonitorRadeon VIIRX 590RX 580RX Vega 56RX Vega 64GTX 1060RTX 2070RTX 2060RTX 2080RTX 2080 TiTITAN RTXGTX 1080 TiGTX 1070 TiGTX 1070GTX 108050100150200250Min: 87.3 / Avg: 137.45 / Max: 192.4Min: 80.2 / Avg: 152.62 / Max: 212.4Min: 71.3 / Avg: 146.11 / Max: 185.3Min: 74.8 / Avg: 165.69 / Max: 271.3Min: 52.2 / Avg: 165.89 / Max: 305.6Min: 70.1 / Avg: 124.21 / Max: 145Min: 47.1 / Avg: 127.27 / Max: 169.5Min: 44.3 / Avg: 116.14 / Max: 162.7Min: 46.4 / Avg: 138.03 / Max: 185.4Min: 48.6 / Avg: 159.87 / Max: 223.7Min: 57.5 / Avg: 152.07 / Max: 231.9Min: 50.4 / Avg: 165.05 / Max: 214.8Min: 104.8 / Avg: 123.57 / Max: 135.6Min: 82.2 / Avg: 136.83 / Max: 164.9Min: 90.8 / Avg: 146.71 / Max: 176.8

OpenBenchmarking.orgExamples Per Second, More Is BetterPlaidMLFP16: No - Mode: Inference - Network: Mobilenet - Device: OpenCLRadeon VIIRX 590RX 580RX Vega 56RX Vega 64GTX 1060RTX 2070RTX 2060RTX 2080RTX 2080 TiTITAN RTXGTX 1080 TiGTX 1070 TiGTX 1070GTX 108030060090012001500SE +/- 3.74, N = 3SE +/- 0.24, N = 3SE +/- 0.26, N = 3SE +/- 9.70, N = 3SE +/- 7.40, N = 3SE +/- 3.04, N = 3SE +/- 1.43, N = 3SE +/- 1.86, N = 3SE +/- 0.31, N = 3SE +/- 1.39, N = 3SE +/- 3.01, N = 3SE +/- 4.51, N = 3SE +/- 0.31, N = 3SE +/- 1.02, N = 3SE +/- 0.61, N = 312334534147208355921008863104512911336883755764801
OpenBenchmarking.orgExamples Per Second, More Is BetterPlaidMLFP16: No - Mode: Inference - Network: Mobilenet - Device: OpenCLRadeon VIIRX 590RX 580RX Vega 56RX Vega 64GTX 1060RTX 2070RTX 2060RTX 2080RTX 2080 TiTITAN RTXGTX 1080 TiGTX 1070 TiGTX 1070GTX 10802004006008001000Min: 1228.34 / Avg: 1232.63 / Max: 1240.07Min: 452.28 / Avg: 452.58 / Max: 453.07Min: 413.12 / Avg: 413.61 / Max: 414.01Min: 703.18 / Avg: 720.02 / Max: 736.78Min: 822.31 / Avg: 835.35 / Max: 847.95Min: 586.76 / Avg: 592.47 / Max: 597.15Min: 1005.23 / Avg: 1007.98 / Max: 1010.04Min: 859.19 / Avg: 862.88 / Max: 865.16Min: 1044.43 / Avg: 1045.03 / Max: 1045.41Min: 1288.49 / Avg: 1291.1 / Max: 1293.21Min: 1329.56 / Avg: 1335.56 / Max: 1338.83Min: 875.86 / Avg: 882.88 / Max: 891.29Min: 754.57 / Avg: 754.92 / Max: 755.54Min: 761.81 / Avg: 763.83 / Max: 765.1Min: 800.38 / Avg: 801.45 / Max: 802.5

OpenBenchmarking.orgExamples Per Second Per Watt, More Is BetterPlaidMLFP16: No - Mode: Inference - Network: Mobilenet - Device: OpenCLRadeon VIIRX 590RX 580RX Vega 56RX Vega 64GTX 1060RTX 2070RTX 2060RTX 2080RTX 2080 TiTITAN RTXGTX 1080 TiGTX 1070 TiGTX 1070GTX 108036912159.343.293.625.827.477.728.709.0010.678.456.677.028.067.125.42

OpenBenchmarking.orgWatts, Fewer Is BetterPlaidMLSystem Power Consumption MonitorRadeon VIIRX 590RX 580RX Vega 56RX Vega 64GTX 1060RTX 2070RTX 2060RTX 2080RTX 2080 TiTITAN RTXGTX 1080 TiGTX 1070 TiGTX 1070GTX 108050100150200250Min: 92.8 / Avg: 132.03 / Max: 241.7Min: 82.4 / Avg: 137.7 / Max: 205.5Min: 71.7 / Avg: 114.33 / Max: 178.6Min: 72.5 / Avg: 123.7 / Max: 259.6Min: 52.5 / Avg: 111.85 / Max: 223.9Min: 41.8 / Avg: 76.7 / Max: 94.4Min: 115.1 / Avg: 115.83 / Max: 116.5Min: 43.1 / Avg: 95.9 / Max: 118.8Min: 52 / Avg: 97.93 / Max: 121Min: 48.2 / Avg: 152.87 / Max: 274.6Min: 54 / Avg: 200.17 / Max: 274.2Min: 53.3 / Avg: 125.73 / Max: 165.2Min: 49.7 / Avg: 93.67 / Max: 125.7Min: 45.9 / Avg: 107.3 / Max: 155.1Min: 44.3 / Avg: 147.75 / Max: 195.1

OpenBenchmarking.orgExamples Per Second, More Is BetterPlaidMLFP16: No - Mode: Inference - Network: ResNet 50 - Device: OpenCLRadeon VIIRX 590RX 580RX Vega 56RX Vega 64GTX 1060RTX 2070RTX 2060RTX 2080RTX 2080 TiTITAN RTXGTX 1080 TiGTX 1070 TiGTX 1070GTX 1080120240360480600SE +/- 0.30, N = 3SE +/- 0.07, N = 3SE +/- 0.04, N = 3SE +/- 2.52, N = 3SE +/- 1.40, N = 3SE +/- 0.11, N = 3SE +/- 0.33, N = 3SE +/- 0.26, N = 3SE +/- 0.45, N = 3SE +/- 0.31, N = 3SE +/- 1.67, N = 3SE +/- 0.55, N = 3SE +/- 0.24, N = 3SE +/- 0.45, N = 3SE +/- 0.41, N = 3403142133228270194376309400537556339262257292
OpenBenchmarking.orgExamples Per Second, More Is BetterPlaidMLFP16: No - Mode: Inference - Network: ResNet 50 - Device: OpenCLRadeon VIIRX 590RX 580RX Vega 56RX Vega 64GTX 1060RTX 2070RTX 2060RTX 2080RTX 2080 TiTITAN RTXGTX 1080 TiGTX 1070 TiGTX 1070GTX 1080100200300400500Min: 402.32 / Avg: 402.76 / Max: 403.32Min: 142.26 / Avg: 142.36 / Max: 142.5Min: 133.27 / Avg: 133.36 / Max: 133.42Min: 224.27 / Avg: 227.55 / Max: 232.5Min: 266.9 / Avg: 269.65 / Max: 271.52Min: 193.36 / Avg: 193.57 / Max: 193.7Min: 375.3 / Avg: 375.95 / Max: 376.34Min: 308.5 / Avg: 309.01 / Max: 309.37Min: 398.92 / Avg: 399.51 / Max: 400.4Min: 536.36 / Avg: 536.97 / Max: 537.39Min: 553.7 / Avg: 556.33 / Max: 559.45Min: 338.01 / Avg: 338.9 / Max: 339.9Min: 261.35 / Avg: 261.84 / Max: 262.13Min: 256.49 / Avg: 257.03 / Max: 257.93Min: 291.32 / Avg: 292.02 / Max: 292.73

OpenBenchmarking.orgExamples Per Second Per Watt, More Is BetterPlaidMLFP16: No - Mode: Inference - Network: ResNet 50 - Device: OpenCLRadeon VIIRX 590RX 580RX Vega 56RX Vega 64GTX 1060RTX 2070RTX 2060RTX 2080RTX 2080 TiTITAN RTXGTX 1080 TiGTX 1070 TiGTX 1070GTX 10800.69981.39962.09942.79923.4992.970.880.921.511.521.592.442.302.513.112.861.821.941.771.92

OpenBenchmarking.orgWatts, Fewer Is BetterPlaidMLSystem Power Consumption MonitorRadeon VIIRX 590RX 580RX Vega 56RX Vega 64GTX 1060RTX 2070RTX 2060RTX 2080RTX 2080 TiTITAN RTXGTX 1080 TiGTX 1070 TiGTX 1070GTX 108060120180240300Min: 58.8 / Avg: 135.42 / Max: 277Min: 81 / Avg: 162.42 / Max: 220Min: 73 / Avg: 145.33 / Max: 194.5Min: 50.1 / Avg: 150.39 / Max: 271.1Min: 81.5 / Avg: 177.38 / Max: 338.2Min: 71.4 / Avg: 121.65 / Max: 172.6Min: 49.8 / Avg: 153.92 / Max: 242.3Min: 65 / Avg: 134.41 / Max: 208.9Min: 48.4 / Avg: 158.95 / Max: 257.5Min: 100.3 / Avg: 172.57 / Max: 323.3Min: 102.3 / Avg: 194.3 / Max: 332.7Min: 61.2 / Avg: 185.7 / Max: 280.5Min: 48.6 / Avg: 134.71 / Max: 168.9Min: 45.2 / Avg: 145.44 / Max: 201.2Min: 91.9 / Avg: 152.34 / Max: 225.3

OpenBenchmarking.orgExamples Per Second, More Is BetterPlaidMLFP16: No - Mode: Inference - Network: VGG16 - Device: OpenCLRadeon VIIRX 590RX 580RX Vega 56RX Vega 64GTX 1060RTX 2070RTX 2060RTX 2080RTX 2080 TiTITAN RTXGTX 1080 TiGTX 1070 TiGTX 1070GTX 108060120180240300SE +/- 0.38, N = 3SE +/- 0.01, N = 3SE +/- 0.05, N = 3SE +/- 0.18, N = 3SE +/- 0.11, N = 3SE +/- 0.04, N = 3SE +/- 0.27, N = 3SE +/- 0.16, N = 3SE +/- 0.17, N = 3SE +/- 0.36, N = 3SE +/- 0.72, N = 3SE +/- 0.12, N = 3SE +/- 0.01, N = 3SE +/- 0.04, N = 3SE +/- 0.06, N = 3224.7768.6965.18120.44137.6294.08189.00150.00203.00273.00289.00189.00131.00129.00143.00
OpenBenchmarking.orgExamples Per Second, More Is BetterPlaidMLFP16: No - Mode: Inference - Network: VGG16 - Device: OpenCLRadeon VIIRX 590RX 580RX Vega 56RX Vega 64GTX 1060RTX 2070RTX 2060RTX 2080RTX 2080 TiTITAN RTXGTX 1080 TiGTX 1070 TiGTX 1070GTX 108050100150200250Min: 224.35 / Avg: 224.77 / Max: 225.53Min: 68.67 / Avg: 68.69 / Max: 68.71Min: 65.13 / Avg: 65.18 / Max: 65.29Min: 120.22 / Avg: 120.44 / Max: 120.79Min: 137.41 / Avg: 137.62 / Max: 137.78Min: 94.02 / Avg: 94.08 / Max: 94.14Min: 189.1 / Avg: 189.39 / Max: 189.94Min: 150.11 / Avg: 150.43 / Max: 150.64Min: 203.19 / Avg: 203.39 / Max: 203.73Min: 272.43 / Avg: 272.89 / Max: 273.61Min: 288.45 / Avg: 289.19 / Max: 290.62Min: 188.71 / Avg: 188.84 / Max: 189.07Min: 130.93 / Avg: 130.95 / Max: 130.97Min: 128.87 / Avg: 128.94 / Max: 128.99Min: 142.61 / Avg: 142.69 / Max: 142.8

OpenBenchmarking.orgExamples Per Second Per Watt, More Is BetterPlaidMLFP16: No - Mode: Inference - Network: VGG16 - Device: OpenCLRadeon VIIRX 590RX 580RX Vega 56RX Vega 64GTX 1060RTX 2070RTX 2060RTX 2080RTX 2080 TiTITAN RTXGTX 1080 TiGTX 1070 TiGTX 1070GTX 10800.29250.5850.87751.171.46251.300.370.400.640.640.651.030.901.081.281.290.820.890.790.79

OpenBenchmarking.orgWatts, Fewer Is BetterPlaidMLSystem Power Consumption MonitorRadeon VIIRX 590RX 580RX Vega 56RX Vega 64GTX 1060RTX 2070RTX 2060RTX 2080RTX 2080 TiTITAN RTXGTX 1080 TiGTX 1070 TiGTX 1070GTX 108060120180240300Min: 58.2 / Avg: 172.91 / Max: 296.6Min: 86.9 / Avg: 184.98 / Max: 216.4Min: 73 / Avg: 163.55 / Max: 194.8Min: 78.5 / Avg: 188.36 / Max: 262.2Min: 52.7 / Avg: 216.48 / Max: 338.1Min: 72.7 / Avg: 144.61 / Max: 170.9Min: 68.7 / Avg: 183.65 / Max: 245.5Min: 44 / Avg: 167.51 / Max: 215.1Min: 50.9 / Avg: 188.45 / Max: 269.3Min: 47.6 / Avg: 212.98 / Max: 331.1Min: 55.4 / Avg: 223.68 / Max: 345.8Min: 127.7 / Avg: 231.45 / Max: 296.9Min: 47.9 / Avg: 146.58 / Max: 171.7Min: 43.1 / Avg: 162.78 / Max: 197.9Min: 45.1 / Avg: 180.6 / Max: 225

LuxMark

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 HDRRadeon VIIRX 590RX 580RX Vega 56RX Vega 64GTX 1060RTX 2070RTX 2060RTX 2080RTX 2080 TiTITAN RTXGTX 1080 TiGTX 1070 TiGTX 1070GTX 108012K24K36K48K60KSE +/- 258.00, N = 3SE +/- 74.83, N = 3SE +/- 17.84, N = 3SE +/- 65.67, N = 3SE +/- 583.87, N = 3SE +/- 46.58, N = 3SE +/- 107.00, N = 3SE +/- 31.58, N = 3SE +/- 25.12, N = 3SE +/- 155.67, N = 3SE +/- 103.04, N = 3SE +/- 8.33, N = 3SE +/- 14.90, N = 3SE +/- 1.33, N = 3SE +/- 42.00, N = 3555701722115271310793256512256295322135629146427874602221682167761728713803
OpenBenchmarking.orgScore, More Is BetterLuxMark 3.1OpenCL Device: GPU - Scene: Luxball HDRRadeon VIIRX 590RX 580RX Vega 56RX Vega 64GTX 1060RTX 2070RTX 2060RTX 2080RTX 2080 TiTITAN RTXGTX 1080 TiGTX 1070 TiGTX 1070GTX 108010K20K30K40K50KMin: 55054 / Avg: 55570 / Max: 55829Min: 17071 / Avg: 17220.67 / Max: 17296Min: 15253 / Avg: 15271.33 / Max: 15307Min: 30948 / Avg: 31079.33 / Max: 31145Min: 31844 / Avg: 32565 / Max: 33721Min: 12182 / Avg: 12256 / Max: 12342Min: 29424 / Avg: 29532 / Max: 29746Min: 21297 / Avg: 21356 / Max: 21405Min: 29102 / Avg: 29145.67 / Max: 29189Min: 42607 / Avg: 42787 / Max: 43097Min: 45879 / Avg: 46022 / Max: 46222Min: 21674 / Avg: 21682.33 / Max: 21699Min: 16759 / Avg: 16776.33 / Max: 16806Min: 17286 / Avg: 17287.33 / Max: 17290Min: 13761 / Avg: 13803 / Max: 13887

OpenBenchmarking.orgScore Per Watt, More Is BetterLuxMark 3.1OpenCL Device: GPU - Scene: Luxball HDRRadeon VIIRX 590RX 580RX Vega 56RX Vega 64GTX 1060RTX 2070RTX 2060RTX 2080RTX 2080 TiTITAN RTXGTX 1080 TiGTX 1070 TiGTX 1070GTX 10804080120160200188.3678.9080.53120.5898.8985.53131.09110.80123.99133.42137.5489.34114.1698.4879.42

OpenBenchmarking.orgWatts, Fewer Is BetterLuxMark 3.1System Power Consumption MonitorRadeon VIIRX 590RX 580RX Vega 56RX Vega 64GTX 1060RTX 2070RTX 2060RTX 2080RTX 2080 TiTITAN RTXGTX 1080 TiGTX 1070 TiGTX 1070GTX 108060120180240300Min: 87.3 / Avg: 295.02 / Max: 302.2Min: 82.1 / Avg: 218.27 / Max: 228.9Min: 71.5 / Avg: 189.63 / Max: 196.7Min: 60.2 / Avg: 257.74 / Max: 269.1Min: 49.5 / Avg: 329.31 / Max: 338.6Min: 111.3 / Avg: 143.3 / Max: 145.4Min: 46 / Avg: 225.28 / Max: 233.2Min: 44 / Avg: 192.74 / Max: 197.4Min: 48.9 / Avg: 235.08 / Max: 244.1Min: 47.7 / Avg: 320.7 / Max: 332Min: 50.6 / Avg: 334.61 / Max: 351.7Min: 161.6 / Avg: 242.69 / Max: 248.1Min: 47.6 / Avg: 146.95 / Max: 149.7Min: 82.6 / Avg: 175.54 / Max: 179.2Min: 89.3 / Avg: 173.79 / Max: 175.8

clpeak

OpenBenchmarking.orgGBPS, More Is BetterclpeakOpenCL Test: Global Memory BandwidthRadeon VIIRX 590RX 580RX Vega 56RX Vega 64GTX 1060RTX 2070RTX 2060RTX 2080RTX 2080 TiTITAN RTXGTX 1080 TiGTX 1070 TiGTX 1070GTX 10802004006008001000SE +/- 0.10, N = 3SE +/- 1.82, N = 3SE +/- 1.46, N = 3SE +/- 0.01, N = 3SE +/- 0.05, N = 3SE +/- 0.95, N = 3SE +/- 2.69, N = 3SE +/- 0.19, N = 3SE +/- 0.37, N = 3SE +/- 0.48, N = 3SE +/- 1.70, N = 3SE +/- 0.68, N = 3SE +/- 0.22, N = 3SE +/- 0.02, N = 3SE +/- 0.05, N = 38072172063173621453652763685055253291971962221. (CXX) g++ options: -O3 -rdynamic -lOpenCL
OpenBenchmarking.orgGBPS, More Is BetterclpeakOpenCL Test: Global Memory BandwidthRadeon VIIRX 590RX 580RX Vega 56RX Vega 64GTX 1060RTX 2070RTX 2060RTX 2080RTX 2080 TiTITAN RTXGTX 1080 TiGTX 1070 TiGTX 1070GTX 1080140280420560700Min: 806.48 / Avg: 806.63 / Max: 806.82Min: 213 / Avg: 216.65 / Max: 218.52Min: 202.81 / Avg: 205.73 / Max: 207.19Min: 317.46 / Avg: 317.48 / Max: 317.5Min: 362.15 / Avg: 362.21 / Max: 362.3Min: 143.59 / Avg: 145.49 / Max: 146.46Min: 359.25 / Avg: 364.64 / Max: 367.34Min: 275.65 / Avg: 275.99 / Max: 276.3Min: 367.26 / Avg: 367.64 / Max: 368.37Min: 504.5 / Avg: 505.01 / Max: 505.96Min: 522.05 / Avg: 525.42 / Max: 527.52Min: 328.16 / Avg: 329.02 / Max: 330.37Min: 196.62 / Avg: 197.05 / Max: 197.27Min: 196.27 / Avg: 196.3 / Max: 196.32Min: 221.94 / Avg: 222.03 / Max: 222.081. (CXX) g++ options: -O3 -rdynamic -lOpenCL

OpenBenchmarking.orgGFLOPS, More Is BetterclpeakOpenCL Test: Single-Precision FloatRadeon VIIRX 590RX 580RX Vega 56RX Vega 64GTX 1060RTX 2070RTX 2060RTX 2080RTX 2080 TiTITAN RTXGTX 1080 TiGTX 1070 TiGTX 1070GTX 10804K8K12K16K20KSE +/- 1.83, N = 3SE +/- 15.75, N = 3SE +/- 1.21, N = 3SE +/- 38.50, N = 3SE +/- 41.13, N = 3SE +/- 3.56, N = 3SE +/- 495.99, N = 3SE +/- 657.16, N = 3SE +/- 732.21, N = 3SE +/- 1065.18, N = 3SE +/- 688.69, N = 3SE +/- 782.31, N = 3SE +/- 14.43, N = 3SE +/- 393.27, N = 3SE +/- 396.02, N = 313453706962021035712469423979686630102701535216386108536776587879341. (CXX) g++ options: -O3 -rdynamic -lOpenCL
OpenBenchmarking.orgGFLOPS, More Is BetterclpeakOpenCL Test: Single-Precision FloatRadeon VIIRX 590RX 580RX Vega 56RX Vega 64GTX 1060RTX 2070RTX 2060RTX 2080RTX 2080 TiTITAN RTXGTX 1080 TiGTX 1070 TiGTX 1070GTX 10803K6K9K12K15KMin: 13449.71 / Avg: 13452.75 / Max: 13456.03Min: 7037.61 / Avg: 7069.08 / Max: 7085.99Min: 6199.68 / Avg: 6202.09 / Max: 6203.44Min: 10285.65 / Avg: 10356.52 / Max: 10418.04Min: 12403.34 / Avg: 12468.7 / Max: 12544.63Min: 4232.57 / Avg: 4239.17 / Max: 4244.77Min: 6980.09 / Avg: 7968.07 / Max: 8539.2Min: 5316.4 / Avg: 6630.38 / Max: 7313.07Min: 8806.31 / Avg: 10270.06 / Max: 11040.34Min: 13222.02 / Avg: 15351.89 / Max: 16456.4Min: 15021.53 / Avg: 16386.43 / Max: 17229.12Min: 9288.09 / Avg: 10852.7 / Max: 11635.67Min: 6747.48 / Avg: 6776.31 / Max: 6791.94Min: 5091.74 / Avg: 5878.26 / Max: 6276.36Min: 7141.47 / Avg: 7933.51 / Max: 8329.771. (CXX) g++ options: -O3 -rdynamic -lOpenCL

GPU Temperature Monitor

OpenBenchmarking.orgCelsiusGPU Temperature MonitorPhoronix Test Suite System MonitoringRadeon VIIRX 590RX 580RX Vega 56RX Vega 64RTX 2070RTX 2060RTX 2080RTX 2080 TiTITAN RTXGTX 1080 TiGTX 1070 TiGTX 1070GTX 108020406080100Min: 36 / Avg: 52.37 / Max: 101Min: 35 / Avg: 46.18 / Max: 73Min: 26 / Avg: 39.71 / Max: 61Min: 28 / Avg: 47.45 / Max: 74Min: 45 / Avg: 52.93 / Max: 65Min: 32 / Avg: 56.83 / Max: 74Min: 37 / Avg: 55.81 / Max: 70Min: 48 / Avg: 67.06 / Max: 83Min: 43 / Avg: 61.88 / Max: 77Min: 33 / Avg: 62.56 / Max: 79Min: 39 / Avg: 66.36 / Max: 82Min: 38 / Avg: 45.88 / Max: 53Min: 32 / Avg: 61.66 / Max: 76Min: 31 / Avg: 60.14 / Max: 74

System Power Consumption Monitor

OpenBenchmarking.orgWattsSystem Power Consumption MonitorPhoronix Test Suite System MonitoringRadeon VIIRX 590RX 580RX Vega 56RX Vega 64RTX 2070RTX 2060RTX 2080RTX 2080 TiTITAN RTXGTX 1080 TiGTX 1070 TiGTX 1070GTX 108070140210280350Min: 55.7 / Avg: 125.32 / Max: 337.5Min: 75 / Avg: 138.2 / Max: 253.3Min: 69 / Avg: 125.65 / Max: 229.5Min: 47.1 / Avg: 125.63 / Max: 271.3Min: 49.7 / Avg: 129.09 / Max: 305.4Min: 43.9 / Avg: 160.13 / Max: 317.6Min: 42.5 / Avg: 144.37 / Max: 300.1Min: 46 / Avg: 176.62 / Max: 334.5Min: 47.2 / Avg: 220.83 / Max: 367.7Min: 49.4 / Avg: 228.34 / Max: 363.1Min: 47.2 / Avg: 198.85 / Max: 370.3Min: 47.2 / Avg: 123.43 / Max: 255.8Min: 42.3 / Avg: 142.19 / Max: 280.5Min: 40.2 / Avg: 143.79 / Max: 318.2

GTX 1080

Processor: Intel Core i9-9900K @ 5.00GHz (8 Cores / 16 Threads), Motherboard: ASUS PRIME Z390-A (0602 BIOS), Chipset: Intel Cannon Lake PCH Shared SRAM, Memory: 16384MB, Disk: Samsung SSD 970 EVO 250GB + 2000GB SABRENT, Graphics: NVIDIA GeForce GTX 1080 8GB (1607/5005MHz), Audio: Realtek ALC1220, Monitor: Acer B286HK, Network: Intel I219-V

OS: Ubuntu 18.10, Kernel: 4.20.3-042003-generic (x86_64), Desktop: GNOME Shell 3.30.1, Display Server: X Server 1.20.1, Display Driver: NVIDIA 415.27, OpenGL: 4.6.0, OpenCL: OpenCL 1.2 CUDA 10.0.132, Vulkan: 1.1.84, Compiler: GCC 8.2.0, 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: intel_pstate performance
OpenCL Notes: GPU Compute Cores: 2560
Python Notes: Python 2.7.15+ + Python 3.6.7
Security Notes: __user pointer sanitization + Full generic retpoline IBPB: conditional IBRS_FW STIBP: conditional RSB filling + SSB disabled via prctl and seccomp

Testing initiated at 25 January 2019 05:13 by user phoronix.

GTX 1070

Processor: Intel Core i9-9900K @ 5.00GHz (8 Cores / 16 Threads), Motherboard: ASUS PRIME Z390-A (0602 BIOS), Chipset: Intel Cannon Lake PCH Shared SRAM, Memory: 16384MB, Disk: Samsung SSD 970 EVO 250GB + 2000GB SABRENT, Graphics: NVIDIA GeForce GTX 1070 8GB (1506/4006MHz), Audio: Realtek ALC1220, Monitor: Acer B286HK, Network: Intel I219-V

OS: Ubuntu 18.10, Kernel: 4.20.3-042003-generic (x86_64), Desktop: GNOME Shell 3.30.1, Display Server: X Server 1.20.1, Display Driver: NVIDIA 415.27, OpenGL: 4.6.0, OpenCL: OpenCL 1.2 CUDA 10.0.132, Vulkan: 1.1.84, Compiler: GCC 8.2.0, 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: intel_pstate performance
OpenCL Notes: GPU Compute Cores: 1920
Python Notes: Python 2.7.15+ + Python 3.6.7
Security Notes: __user pointer sanitization + Full generic retpoline IBPB: conditional IBRS_FW STIBP: conditional RSB filling + SSB disabled via prctl and seccomp

Testing initiated at 25 January 2019 07:17 by user phoronix.

GTX 1070 Ti

Processor: Intel Core i9-9900K @ 5.00GHz (8 Cores / 16 Threads), Motherboard: ASUS PRIME Z390-A (0602 BIOS), Chipset: Intel Cannon Lake PCH Shared SRAM, Memory: 16384MB, Disk: Samsung SSD 970 EVO 250GB + 2000GB SABRENT, Graphics: Zotac NVIDIA GeForce GTX 1070 Ti 8GB (1607/4006MHz), Audio: Realtek ALC1220, Monitor: Acer B286HK, Network: Intel I219-V

OS: Ubuntu 18.10, Kernel: 4.20.3-042003-generic (x86_64), Desktop: GNOME Shell 3.30.1, Display Server: X Server 1.20.1, Display Driver: NVIDIA 415.27, OpenGL: 4.6.0, OpenCL: OpenCL 1.2 CUDA 10.0.132, Vulkan: 1.1.84, Compiler: GCC 8.2.0, 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: intel_pstate performance
OpenCL Notes: GPU Compute Cores: 2432
Python Notes: Python 2.7.15+ + Python 3.6.7
Security Notes: __user pointer sanitization + Full generic retpoline IBPB: conditional IBRS_FW STIBP: conditional RSB filling + SSB disabled via prctl and seccomp

Testing initiated at 25 January 2019 12:27 by user phoronix.

GTX 1080 Ti

Processor: Intel Core i9-9900K @ 5.00GHz (8 Cores / 16 Threads), Motherboard: ASUS PRIME Z390-A (0602 BIOS), Chipset: Intel Cannon Lake PCH Shared SRAM, Memory: 16384MB, Disk: Samsung SSD 970 EVO 250GB + 2000GB SABRENT, Graphics: NVIDIA GeForce GTX 1080 Ti 11GB (1480/5508MHz), Audio: Realtek ALC1220, Monitor: Acer B286HK, Network: Intel I219-V

OS: Ubuntu 18.10, Kernel: 4.20.3-042003-generic (x86_64), Desktop: GNOME Shell 3.30.1, Display Server: X Server 1.20.1, Display Driver: NVIDIA 415.27, OpenGL: 4.6.0, OpenCL: OpenCL 1.2 CUDA 10.0.132, Vulkan: 1.1.84, Compiler: GCC 8.2.0, 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: intel_pstate performance
OpenCL Notes: GPU Compute Cores: 3584
Python Notes: Python 2.7.15+ + Python 3.6.7
Security Notes: __user pointer sanitization + Full generic retpoline IBPB: conditional IBRS_FW STIBP: conditional RSB filling + SSB disabled via prctl and seccomp

Testing initiated at 25 January 2019 17:40 by user phoronix.

TITAN RTX

Processor: Intel Core i9-9900K @ 5.00GHz (8 Cores / 16 Threads), Motherboard: ASUS PRIME Z390-A (0602 BIOS), Chipset: Intel Cannon Lake PCH Shared SRAM, Memory: 16384MB, Disk: Samsung SSD 970 EVO 250GB + 2000GB SABRENT, Graphics: NVIDIA TITAN RTX 24GB (1350/7000MHz), Audio: Realtek ALC1220, Monitor: Acer B286HK, Network: Intel I219-V

OS: Ubuntu 18.10, Kernel: 4.20.3-042003-generic (x86_64), Desktop: GNOME Shell 3.30.1, Display Server: X Server 1.20.1, Display Driver: NVIDIA 415.27, OpenGL: 4.6.0, OpenCL: OpenCL 1.2 CUDA 10.0.132, Vulkan: 1.1.84, Compiler: GCC 8.2.0, 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: intel_pstate performance
OpenCL Notes: GPU Compute Cores: 4608
Python Notes: Python 2.7.15+ + Python 3.6.7
Security Notes: __user pointer sanitization + Full generic retpoline IBPB: conditional IBRS_FW STIBP: conditional RSB filling + SSB disabled via prctl and seccomp

Testing initiated at 26 January 2019 05:39 by user phoronix.

RTX 2080 Ti

Processor: Intel Core i9-9900K @ 5.00GHz (8 Cores / 16 Threads), Motherboard: ASUS PRIME Z390-A (0602 BIOS), Chipset: Intel Cannon Lake PCH Shared SRAM, Memory: 16384MB, Disk: Samsung SSD 970 EVO 250GB + 2000GB SABRENT, Graphics: NVIDIA GeForce RTX 2080 Ti 11GB (1350/7000MHz), Audio: Realtek ALC1220, Monitor: Acer B286HK, Network: Intel I219-V

OS: Ubuntu 18.10, Kernel: 4.20.3-042003-generic (x86_64), Desktop: GNOME Shell 3.30.1, Display Server: X Server 1.20.1, Display Driver: NVIDIA 415.27, OpenGL: 4.6.0, OpenCL: OpenCL 1.2 CUDA 10.0.132, Vulkan: 1.1.84, Compiler: GCC 8.2.0, 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: intel_pstate performance
OpenCL Notes: GPU Compute Cores: 4352
Python Notes: Python 2.7.15+ + Python 3.6.7
Security Notes: __user pointer sanitization + Full generic retpoline IBPB: conditional IBRS_FW STIBP: conditional RSB filling + SSB disabled via prctl and seccomp

Testing initiated at 26 January 2019 10:45 by user phoronix.

RTX 2080

Processor: Intel Core i9-9900K @ 5.00GHz (8 Cores / 16 Threads), Motherboard: ASUS PRIME Z390-A (0602 BIOS), Chipset: Intel Cannon Lake PCH Shared SRAM, Memory: 16384MB, Disk: Samsung SSD 970 EVO 250GB + 2000GB SABRENT, Graphics: Zotac NVIDIA GeForce RTX 2080 8GB (1515/7000MHz), Audio: Realtek ALC1220, Monitor: Acer B286HK, Network: Intel I219-V

OS: Ubuntu 18.10, Kernel: 4.20.3-042003-generic (x86_64), Desktop: GNOME Shell 3.30.1, Display Server: X Server 1.20.1, Display Driver: NVIDIA 415.27, OpenGL: 4.6.0, OpenCL: OpenCL 1.2 CUDA 10.0.132, Vulkan: 1.1.84, Compiler: GCC 8.2.0, 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: intel_pstate performance
OpenCL Notes: GPU Compute Cores: 2944
Python Notes: Python 2.7.15+ + Python 3.6.7
Security Notes: __user pointer sanitization + Full generic retpoline IBPB: conditional IBRS_FW STIBP: conditional RSB filling + SSB disabled via prctl and seccomp

Testing initiated at 26 January 2019 15:41 by user phoronix.

RTX 2060

Processor: Intel Core i9-9900K @ 5.00GHz (8 Cores / 16 Threads), Motherboard: ASUS PRIME Z390-A (0602 BIOS), Chipset: Intel Cannon Lake PCH Shared SRAM, Memory: 16384MB, Disk: Samsung SSD 970 EVO 250GB + 2000GB SABRENT, Graphics: NVIDIA GeForce RTX 2060 6GB (1365/7000MHz), Audio: Realtek ALC1220, Monitor: Acer B286HK, Network: Intel I219-V

OS: Ubuntu 18.10, Kernel: 4.20.3-042003-generic (x86_64), Desktop: GNOME Shell 3.30.1, Display Server: X Server 1.20.1, Display Driver: NVIDIA 415.27, OpenGL: 4.6.0, OpenCL: OpenCL 1.2 CUDA 10.0.132, Vulkan: 1.1.84, Compiler: GCC 8.2.0, 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: intel_pstate performance
OpenCL Notes: GPU Compute Cores: 1920
Python Notes: Python 2.7.15+ + Python 3.6.7
Security Notes: __user pointer sanitization + Full generic retpoline IBPB: conditional IBRS_FW STIBP: conditional RSB filling + SSB disabled via prctl and seccomp

Testing initiated at 27 January 2019 08:45 by user phoronix.

RTX 2070

Processor: Intel Core i9-9900K @ 5.00GHz (8 Cores / 16 Threads), Motherboard: ASUS PRIME Z390-A (0602 BIOS), Chipset: Intel Cannon Lake PCH Shared SRAM, Memory: 16384MB, Disk: Samsung SSD 970 EVO 250GB + 2000GB SABRENT, Graphics: ASUS NVIDIA GeForce RTX 2070 8GB (1410/7000MHz), Audio: Realtek ALC1220, Monitor: Acer B286HK, Network: Intel I219-V

OS: Ubuntu 18.10, Kernel: 4.20.3-042003-generic (x86_64), Desktop: GNOME Shell 3.30.1, Display Server: X Server 1.20.1, Display Driver: NVIDIA 415.27, OpenGL: 4.6.0, OpenCL: OpenCL 1.2 CUDA 10.0.132, Vulkan: 1.1.84, Compiler: GCC 8.2.0, 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: intel_pstate performance
OpenCL Notes: GPU Compute Cores: 2304
Python Notes: Python 2.7.15+ + Python 3.6.7
Security Notes: __user pointer sanitization + Full generic retpoline IBPB: conditional IBRS_FW STIBP: conditional RSB filling + SSB disabled via prctl and seccomp

Testing initiated at 27 January 2019 10:46 by user phoronix.

GTX 1060

Processor: Intel Core i9-9900K @ 5.00GHz (8 Cores / 16 Threads), Motherboard: ASUS PRIME Z390-A (0602 BIOS), Chipset: Intel Cannon Lake PCH Shared SRAM, Memory: 16384MB, Disk: Samsung SSD 970 EVO 250GB + 2000GB SABRENT, Graphics: NVIDIA GeForce GTX 1060 6GB (1506/4006MHz), Audio: Realtek ALC1220, Monitor: Acer B286HK, Network: Intel I219-V

OS: Ubuntu 18.10, Kernel: 4.20.3-042003-generic (x86_64), Desktop: GNOME Shell 3.30.1, Display Server: X Server 1.20.1, Display Driver: NVIDIA 415.27, OpenGL: 4.6.0, OpenCL: OpenCL 1.2 CUDA 10.0.132, Vulkan: 1.1.84, Compiler: GCC 8.2.0, 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: intel_pstate performance
OpenCL Notes: GPU Compute Cores: 1280
Python Notes: Python 2.7.15+ + Python 3.6.7
Security Notes: __user pointer sanitization + Full generic retpoline IBPB: conditional IBRS_FW STIBP: conditional RSB filling + SSB disabled via prctl and seccomp

Testing initiated at 27 January 2019 18:10 by user phoronix.

RX Vega 64

Processor: Intel Core i9-9900K @ 5.00GHz (8 Cores / 16 Threads), Motherboard: ASUS PRIME Z390-A (0602 BIOS), Chipset: Intel Cannon Lake PCH Shared SRAM, Memory: 16384MB, Disk: Samsung SSD 970 EVO 250GB + 2000GB SABRENT, Graphics: AMD Radeon RX 64 8GB (1630/945MHz), Audio: Realtek ALC1220, Monitor: Acer B286HK, Network: Intel I219-V

OS: Ubuntu 18.10, Kernel: 5.0.0-050000rc4-generic (x86_64) 20190127, Desktop: GNOME Shell 3.30.1, Display Server: X Server 1.20.1, OpenGL: 4.5 Mesa 19.0.0-devel padoka PPA (LLVM 9.0.0), OpenCL: OpenCL 2.1 AMD-APP (2783.0), Vulkan: 1.1.90, Compiler: GCC 8.2.0, 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: intel_pstate performance
Python Notes: Python 2.7.15+ + Python 3.6.7
Security Notes: __user pointer sanitization + Full generic retpoline IBPB: conditional IBRS_FW STIBP: conditional RSB filling + SSB disabled via prctl and seccomp

Testing initiated at 28 January 2019 14:00 by user phoronix.

RX Vega 56

Processor: Intel Core i9-9900K @ 5.00GHz (8 Cores / 16 Threads), Motherboard: ASUS PRIME Z390-A (0602 BIOS), Chipset: Intel Cannon Lake PCH Shared SRAM, Memory: 16384MB, Disk: Samsung SSD 970 EVO 250GB + 2000GB SABRENT, Graphics: AMD Radeon RX 64 8GB (1590/800MHz), Audio: Realtek ALC1220, Monitor: Acer B286HK, Network: Intel I219-V

OS: Ubuntu 18.10, Kernel: 5.0.0-050000rc4-generic (x86_64) 20190127, Desktop: GNOME Shell 3.30.1, Display Server: X Server 1.20.1, OpenGL: 4.5 Mesa 19.0.0-devel padoka PPA (LLVM 9.0.0), OpenCL: OpenCL 2.1 AMD-APP (2783.0), Vulkan: 1.1.90, Compiler: GCC 8.2.0, 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: intel_pstate performance
Python Notes: Python 2.7.15+ + Python 3.6.7
Security Notes: __user pointer sanitization + Full generic retpoline IBPB: conditional IBRS_FW STIBP: conditional RSB filling + SSB disabled via prctl and seccomp

Testing initiated at 28 January 2019 15:15 by user phoronix.

RX 580

Processor: Intel Core i9-9900K @ 5.00GHz (8 Cores / 16 Threads), Motherboard: ASUS PRIME Z390-A (0602 BIOS), Chipset: Intel Cannon Lake PCH Shared SRAM, Memory: 16384MB, Disk: Samsung SSD 970 EVO 250GB + 2000GB SABRENT, Graphics: MSI AMD Radeon RX 470/480/570/570X/580/580X 8GB (1366/2000MHz), Audio: Realtek ALC1220, Monitor: Acer B286HK, Network: Intel I219-V

OS: Ubuntu 18.10, Kernel: 5.0.0-050000rc4-generic (x86_64) 20190127, Desktop: GNOME Shell 3.30.1, Display Server: X Server 1.20.1, OpenGL: 4.5 Mesa 19.0.0-devel padoka PPA (LLVM 9.0.0), OpenCL: OpenCL 2.1 AMD-APP (2783.0), Vulkan: 1.1.90, Compiler: GCC 8.2.0, 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: intel_pstate performance
Python Notes: Python 2.7.15+ + Python 3.6.7
Security Notes: __user pointer sanitization + Full generic retpoline IBPB: conditional IBRS_FW STIBP: conditional RSB filling + SSB disabled via prctl and seccomp

Testing initiated at 28 January 2019 19:39 by user phoronix.

RX 590

Processor: Intel Core i9-9900K @ 5.00GHz (8 Cores / 16 Threads), Motherboard: ASUS PRIME Z390-A (0602 BIOS), Chipset: Intel Cannon Lake PCH Shared SRAM, Memory: 16384MB, Disk: Samsung SSD 970 EVO 250GB + 2000GB SABRENT, Graphics: Sapphire AMD Radeon RX 470/480/570/570X/580/580X 8GB (1560/2100MHz), Audio: Realtek ALC1220, Monitor: Acer B286HK, Network: Intel I219-V

OS: Ubuntu 18.10, Kernel: 5.0.0-050000rc4-generic (x86_64) 20190127, Desktop: GNOME Shell 3.30.1, Display Server: X Server 1.20.1, OpenGL: 4.5 Mesa 19.0.0-devel padoka PPA (LLVM 9.0.0), OpenCL: OpenCL 2.1 AMD-APP (2783.0), Vulkan: 1.1.90, Compiler: GCC 8.2.0, 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: intel_pstate performance
Python Notes: Python 2.7.15+ + Python 3.6.7
Security Notes: __user pointer sanitization + Full generic retpoline IBPB: conditional IBRS_FW STIBP: conditional RSB filling + SSB disabled via prctl and seccomp

Testing initiated at 29 January 2019 08:48 by user phoronix.

Radeon VII

Processor: Intel Core i9-9900K @ 5.00GHz (8 Cores / 16 Threads), Motherboard: ASUS PRIME Z390-A (0602 BIOS), Chipset: Intel Cannon Lake PCH Shared SRAM, Memory: 16384MB, Disk: Samsung SSD 970 EVO 250GB + 2000GB SABRENT, Graphics: AMD Vega 20 16GB (1801/1000MHz), Audio: Realtek ALC1220, Monitor: Acer B286HK, Network: Intel I219-V

OS: Ubuntu 18.10, Kernel: 5.0.0-050000rc4-generic (x86_64) 20190127, Desktop: GNOME Shell 3.30.1, Display Server: X Server 1.20.1, OpenGL: 4.5 Mesa 19.0.0-devel padoka PPA (LLVM 9.0.0), OpenCL: OpenCL 2.1 AMD-APP (2783.0), Vulkan: 1.1.90, Compiler: GCC 8.2.0, 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: intel_pstate performance
Python Notes: Python 2.7.15+ + Python 3.6.7
Security Notes: __user pointer sanitization + Full generic retpoline IBPB: conditional IBRS_FW STIBP: conditional RSB filling + SSB disabled via prctl and seccomp

Testing initiated at 30 January 2019 19:18 by user phoronix.