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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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

RX 590

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

RX Vega 56

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

RX Vega 64

Changed Graphics to AMD Radeon RX 64 8GB (1630/945MHz).

Radeon VII

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

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

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

Changed Graphics to NVIDIA GeForce GTX 1080 8GB (1607/5005MHz).

OpenCL Change: GPU Compute Cores: 2560

GTX 1080 Ti

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

OpenCL Change: GPU Compute Cores: 3584

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

RTX 2080

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

OpenCL Change: GPU Compute Cores: 2944

RTX 2080 Ti

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

OpenCL Change: GPU Compute Cores: 4352

TITAN RTX

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

OpenCL Change: GPU Compute Cores: 4608

AMD Radeon VII OpenCL GPU Compute BenchmarksProcessorMotherboardChipsetMemoryDiskGraphicsAudioMonitorNetworkOSKernelDesktopDisplay ServerOpenGLOpenCLVulkanCompilerFile-SystemScreen ResolutionDisplay DriverRX 580RX 590RX Vega 56RX Vega 64Radeon VIIGTX 1060GTX 1070GTX 1070 TiGTX 1080GTX 1080 TiRTX 2060RTX 2070RTX 2080RTX 2080 TiTITAN RTXIntel 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 SABRENTMSI AMD Radeon RX 470/480/570/570X/580/580X 8GB (1366/2000MHz)Realtek ALC1220Acer B286HKIntel I219-VUbuntu 18.105.0.0-050000rc4-generic (x86_64) 20190127GNOME Shell 3.30.1X Server 1.20.14.5 Mesa 19.0.0-devel padoka PPA (LLVM 9.0.0)OpenCL 2.1 AMD-APP (2783.0)1.1.90GCC 8.2.0ext43840x2160Sapphire AMD Radeon RX 470/480/570/570X/580/580X 8GB (1560/2100MHz)AMD Radeon RX 64 8GB (1590/800MHz)AMD Radeon RX 64 8GB (1630/945MHz)AMD Vega 20 16GB (1801/1000MHz)NVIDIA GeForce GTX 1060 6GB (1506/4006MHz)4.20.3-042003-generic (x86_64)NVIDIA 415.274.6.0OpenCL 1.2 CUDA 10.0.1321.1.84NVIDIA GeForce GTX 1070 8GB (1506/4006MHz)Zotac NVIDIA GeForce GTX 1070 Ti 8GB (1607/4006MHz)NVIDIA GeForce GTX 1080 8GB (1607/5005MHz)NVIDIA GeForce GTX 1080 Ti 11GB (1480/5508MHz)NVIDIA GeForce RTX 2060 6GB (1365/7000MHz)ASUS NVIDIA GeForce RTX 2070 8GB (1410/7000MHz)Zotac NVIDIA GeForce RTX 2080 8GB (1515/7000MHz)NVIDIA GeForce RTX 2080 Ti 11GB (1350/7000MHz)NVIDIA TITAN RTX 24GB (1350/7000MHz)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 performancePython 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 seccompOpenCL Details- GTX 1060: GPU Compute Cores: 1280- GTX 1070: GPU Compute Cores: 1920- GTX 1070 Ti: GPU Compute Cores: 2432- GTX 1080: GPU Compute Cores: 2560- GTX 1080 Ti: GPU Compute Cores: 3584- RTX 2060: GPU Compute Cores: 1920- RTX 2070: GPU Compute Cores: 2304- RTX 2080: GPU Compute Cores: 2944- RTX 2080 Ti: GPU Compute Cores: 4352- TITAN RTX: GPU Compute Cores: 4608

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

RX 580RX 590RX Vega 56RX Vega 64Radeon VIIGTX 1060GTX 1070GTX 1070 TiGTX 1080GTX 1080 TiRTX 2060RTX 2070RTX 2080RTX 2080 TiTITAN RTXPer 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 FloatRX 580RX 590RX Vega 56RX Vega 64Radeon VIIGTX 1060GTX 1070GTX 1070 TiGTX 1080GTX 1080 TiRTX 2060RTX 2070RTX 2080RTX 2080 TiTITAN RTX64056376.5912860.9813041413365.1815271206620268359982.7113764.0414445314268.69172212177069758575109.03195106.66178720228120.443107931710357856587120.03213119.99184835270137.6232565362124691391904166.30353197.632001233403224.77555708071345389955288.8518394.6213459219494.0812256145423914306641172371261567642571291728719658781478645120237128153755262131167761976776175068613226413916780129214313803222793423337741673341941878833391892168232910853148477913428214818886330915021356276663017298301573331791981008376189295323657968225989316835419221610454002032914636810270310797121145825024612915372734278750515352327597721547426424413365562894602252516386OpenBenchmarking.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: OpenCLRX 580RX 590RX Vega 56RX Vega 64GTX 1060Radeon VIIGTX 1070GTX 1070 TiRTX 2060RTX 2070GTX 1080RTX 2080GTX 1080 TiRTX 2080 TiTITAN RTX7001400210028003500SE +/- 2.68, N = 3SE +/- 2.57, N = 3SE +/- 2.66, N = 3SE +/- 5.51, N = 3SE +/- 6.27, N = 3SE +/- 8.64, N = 3SE +/- 9.63, N = 3SE +/- 13.26, N = 3SE +/- 13.06, N = 3SE +/- 20.57, N = 3SE +/- 32.06, N = 3SE +/- 22.18, N = 3SE +/- 25.14, N = 3SE +/- 20.98, N = 3SE +/- 28.14, N = 364068375885689913911430147814841729175022592333310732751. (CXX) g++ options: -lpthread
OpenBenchmarking.orgNodes Per Second, More Is BetterLeelaChessZero 0.20.1Backend: OpenCLRX 580RX 590RX Vega 56RX Vega 64GTX 1060Radeon VIIGTX 1070GTX 1070 TiRTX 2060RTX 2070GTX 1080RTX 2080GTX 1080 TiRTX 2080 TiTITAN RTX6001200180024003000Min: 634.98 / Avg: 640.09 / Max: 644.05Min: 677.93 / Avg: 682.7 / Max: 686.74Min: 755.31 / Avg: 758.02 / Max: 763.35Min: 845.6 / Avg: 855.82 / Max: 864.48Min: 888.27 / Avg: 898.96 / Max: 909.99Min: 1374.21 / Avg: 1391.4 / Max: 1401.55Min: 1412.22 / Avg: 1430.05 / Max: 1445.29Min: 1451.36 / Avg: 1477.54 / Max: 1494.31Min: 1463.59 / Avg: 1484.44 / Max: 1508.5Min: 1689.75 / Avg: 1729.48 / Max: 1758.6Min: 1686.07 / Avg: 1749.9 / Max: 1787.12Min: 2235.88 / Avg: 2258.99 / Max: 2303.34Min: 2285.91 / Avg: 2332.72 / Max: 2372.04Min: 3066.49 / Avg: 3106.95 / Max: 3136.83Min: 3232.74 / Avg: 3275.46 / Max: 3328.551. (CXX) g++ options: -lpthread

OpenBenchmarking.orgNodes Per Second Per Watt, More Is BetterLeelaChessZero 0.20.1Backend: OpenCLRX Vega 64RX 590RX 580RX Vega 56GTX 1060RTX 2060GTX 1070GTX 1080 TiRTX 2070Radeon VIIGTX 1070 TiRTX 2080GTX 1080RTX 2080 TiTITAN RTX5101520252.733.623.744.385.977.577.778.809.279.389.4510.1311.8115.1022.11

OpenBenchmarking.orgWatts, Fewer Is BetterLeelaChessZero 0.20.1System Power Consumption MonitorRX Vega 64GTX 1080 TiRTX 2080RTX 2080 TiRTX 2060RX 590RTX 2070GTX 1070RX Vega 56RX 580GTX 1070 TiGTX 1060Radeon VIITITAN RTXGTX 108060120180240300Min: 50.2 / Avg: 313.27 / Max: 342.7Min: 96.9 / Avg: 265.17 / Max: 323.1Min: 88.3 / Avg: 222.99 / Max: 288.3Min: 48.2 / Avg: 205.76 / Max: 349.4Min: 69.4 / Avg: 196.01 / Max: 230Min: 75.2 / Avg: 188.72 / Max: 253.3Min: 75.1 / Avg: 186.61 / Max: 251.7Min: 42.6 / Avg: 184.04 / Max: 213.3Min: 47.2 / Avg: 173.2 / Max: 262.2Min: 69.3 / Avg: 171.21 / Max: 229.5Min: 80 / Avg: 156.39 / Max: 189.7Min: 41.9 / Avg: 150.59 / Max: 180Min: 56 / Avg: 148.33 / Max: 269Min: 97.7 / Avg: 148.16 / Max: 357.7Min: 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: OpenCLGTX 1060RX 580RX Vega 56RX Vega 64RX 590GTX 1070 TiGTX 1070GTX 1080GTX 1080 TiRTX 2060RTX 2070RTX 2080Radeon VIIRTX 2080 TiTITAN RTX2004006008001000SE +/- 0.87, N = 3SE +/- 1.03, N = 3SE +/- 6.73, N = 3SE +/- 9.53, N = 3SE +/- 1.00, N = 3SE +/- 3.15, N = 3SE +/- 4.06, N = 3SE +/- 5.02, N = 3SE +/- 3.70, N = 3SE +/- 1.27, N = 3SE +/- 1.07, N = 3SE +/- 1.63, N = 3SE +/- 4.52, N = 3SE +/- 2.70, N = 3SE +/- 3.45, N = 3552563575587599645664686774779830893904971977
OpenBenchmarking.orgExamples Per Second, More Is BetterPlaidMLFP16: Yes - Mode: Inference - Network: Mobilenet - Device: OpenCLGTX 1060RX 580RX Vega 56RX Vega 64RX 590GTX 1070 TiGTX 1070GTX 1080GTX 1080 TiRTX 2060RTX 2070RTX 2080Radeon VIIRTX 2080 TiTITAN RTX2004006008001000Min: 550.45 / Avg: 552.08 / Max: 553.4Min: 561.61 / Avg: 562.65 / Max: 564.71Min: 563.27 / Avg: 575.45 / Max: 586.52Min: 571.05 / Avg: 587.14 / Max: 604.02Min: 598.2 / Avg: 599.41 / Max: 601.39Min: 641.13 / Avg: 645.34 / Max: 651.5Min: 656.32 / Avg: 664.31 / Max: 669.55Min: 675.83 / Avg: 685.87 / Max: 691.24Min: 767.34 / Avg: 774.41 / Max: 779.85Min: 777.01 / Avg: 779.22 / Max: 781.41Min: 828.43 / Avg: 830.48 / Max: 832.07Min: 890.4 / Avg: 893.16 / Max: 896.06Min: 896.69 / Avg: 904.31 / Max: 912.32Min: 965.79 / Avg: 971.16 / Max: 974.38Min: 971.07 / Avg: 976.99 / Max: 983.03

OpenBenchmarking.orgExamples Per Second Per Watt, More Is BetterPlaidMLFP16: Yes - Mode: Inference - Network: Mobilenet - Device: OpenCLRX 590GTX 1060RX 580GTX 1080 TiRX Vega 56RTX 2060GTX 1070 TiRTX 2080GTX 1070GTX 1080RX Vega 64TITAN RTXRTX 2070RTX 2080 TiRadeon VII36912154.745.125.145.196.236.416.576.827.227.348.488.828.8710.2811.54

OpenBenchmarking.orgWatts, Fewer Is BetterPlaidMLSystem Power Consumption MonitorGTX 1080 TiRTX 2080RX 590RTX 2060TITAN RTXRX 580GTX 1060GTX 1070 TiRTX 2080 TiRTX 2070GTX 1080RX Vega 56GTX 1070Radeon VIIRX Vega 644080120160200Min: 91.6 / Avg: 149.17 / Max: 203.2Min: 56.3 / Avg: 130.87 / Max: 184.7Min: 82.3 / Avg: 126.56 / Max: 194.9Min: 45.5 / Avg: 121.65 / Max: 166.1Min: 52.9 / Avg: 110.8 / Max: 140.2Min: 75.6 / Avg: 109.4 / Max: 179Min: 42.1 / Avg: 107.84 / Max: 141.6Min: 48.7 / Avg: 98.18 / Max: 132.6Min: 48.4 / Avg: 94.48 / Max: 113.3Min: 46 / Avg: 93.68 / Max: 129.3Min: 43.7 / Avg: 93.48 / Max: 127.3Min: 49.6 / Avg: 92.35 / Max: 157.7Min: 42.8 / Avg: 91.98 / Max: 117.4Min: 58.1 / Avg: 78.39 / Max: 92.6Min: 54 / Avg: 69.27 / Max: 82.4

OpenBenchmarking.orgExamples Per Second, More Is BetterPlaidMLFP16: Yes - Mode: Inference - Network: Inception V3 - Device: OpenCLRX 580RX 590GTX 1060RX Vega 56GTX 1070GTX 1070 TiRX Vega 64GTX 1080RTX 2060RTX 2070Radeon VIIGTX 1080 TiRTX 2080RTX 2080 TiTITAN RTX50100150200250SE +/- 0.04, N = 3SE +/- 0.11, N = 3SE +/- 0.05, N = 3SE +/- 0.06, N = 3SE +/- 0.07, N = 3SE +/- 0.30, N = 3SE +/- 0.02, N = 3SE +/- 0.07, N = 3SE +/- 0.44, N = 3SE +/- 0.18, N = 3SE +/- 0.20, N = 3SE +/- 0.58, N = 3SE +/- 0.40, N = 3SE +/- 0.48, N = 3SE +/- 1.30, N = 376.5982.7188.85109.03117.00120.00120.03132.00134.00157.00166.30167.00168.00211.00215.00
OpenBenchmarking.orgExamples Per Second, More Is BetterPlaidMLFP16: Yes - Mode: Inference - Network: Inception V3 - Device: OpenCLRX 580RX 590GTX 1060RX Vega 56GTX 1070GTX 1070 TiRX Vega 64GTX 1080RTX 2060RTX 2070Radeon VIIGTX 1080 TiRTX 2080RTX 2080 TiTITAN RTX4080120160200Min: 76.52 / Avg: 76.59 / Max: 76.63Min: 82.56 / Avg: 82.71 / Max: 82.93Min: 88.76 / Avg: 88.85 / Max: 88.92Min: 108.92 / Avg: 109.03 / Max: 109.12Min: 117.31 / Avg: 117.42 / Max: 117.56Min: 119.2 / Avg: 119.54 / Max: 120.14Min: 119.99 / Avg: 120.03 / Max: 120.05Min: 131.77 / Avg: 131.91 / Max: 132Min: 133.38 / Avg: 133.96 / Max: 134.81Min: 157.1 / Avg: 157.33 / Max: 157.7Min: 165.99 / Avg: 166.3 / Max: 166.68Min: 165.9 / Avg: 166.71 / Max: 167.85Min: 167.9 / Avg: 168.35 / Max: 169.14Min: 210.59 / Avg: 211.32 / Max: 212.24Min: 213.66 / Avg: 215.41 / Max: 217.95

OpenBenchmarking.orgExamples Per Second Per Watt, More Is BetterPlaidMLFP16: Yes - Mode: Inference - Network: Inception V3 - Device: OpenCLRX 590RX 580RX Vega 64GTX 1060RX Vega 56GTX 1070GTX 1080GTX 1080 TiGTX 1070 TiRTX 2060RTX 2070RTX 2080RTX 2080 TiRadeon VIITITAN RTX0.2880.5760.8641.1521.440.510.520.660.670.740.760.780.820.900.921.071.081.121.241.28

OpenBenchmarking.orgWatts, Fewer Is BetterPlaidMLSystem Power Consumption MonitorGTX 1080 TiRTX 2080 TiRX Vega 64TITAN RTXGTX 1080RX 590RTX 2080GTX 1070RX Vega 56RTX 2070RX 580RTX 2060Radeon VIIGTX 1060GTX 1070 Ti50100150200250Min: 120.7 / Avg: 202.56 / Max: 256.6Min: 48.4 / Avg: 188.73 / Max: 275.6Min: 50.6 / Avg: 181.52 / Max: 296Min: 51.5 / Avg: 168.92 / Max: 275.4Min: 89.5 / Avg: 168.75 / Max: 202.8Min: 91.8 / Avg: 163.54 / Max: 221.5Min: 47.5 / Avg: 155.97 / Max: 224.6Min: 81.8 / Avg: 153.87 / Max: 183Min: 58.9 / Avg: 147.82 / Max: 249.5Min: 45.8 / Avg: 146.81 / Max: 206.6Min: 73.1 / Avg: 146.45 / Max: 195.4Min: 45 / Avg: 144.95 / Max: 190.7Min: 69.7 / Avg: 134.1 / Max: 228.1Min: 87.5 / Avg: 132.19 / Max: 156.7Min: 56.1 / Avg: 132.15 / Max: 155

OpenBenchmarking.orgExamples Per Second, More Is BetterPlaidMLFP16: Yes - Mode: Inference - Network: ResNet 50 - Device: OpenCLRX 580RX 590GTX 1060RX Vega 56RX Vega 64GTX 1070GTX 1070 TiGTX 1080RTX 2060RTX 2070GTX 1080 TiRadeon VIIRTX 2080RTX 2080 TiTITAN RTX100200300400500SE +/- 0.01, N = 3SE +/- 0.04, N = 3SE +/- 0.17, N = 3SE +/- 0.07, N = 3SE +/- 0.13, N = 3SE +/- 0.38, N = 3SE +/- 0.16, N = 3SE +/- 0.24, N = 3SE +/- 0.26, N = 3SE +/- 0.76, N = 3SE +/- 0.34, N = 3SE +/- 0.96, N = 3SE +/- 0.40, N = 3SE +/- 1.03, N = 3SE +/- 1.16, N = 3128137183195213237237264282333334353354458474
OpenBenchmarking.orgExamples Per Second, More Is BetterPlaidMLFP16: Yes - Mode: Inference - Network: ResNet 50 - Device: OpenCLRX 580RX 590GTX 1060RX Vega 56RX Vega 64GTX 1070GTX 1070 TiGTX 1080RTX 2060RTX 2070GTX 1080 TiRadeon VIIRTX 2080RTX 2080 TiTITAN RTX80160240320400Min: 128.33 / Avg: 128.35 / Max: 128.36Min: 136.47 / Avg: 136.55 / Max: 136.59Min: 182.32 / Avg: 182.6 / Max: 182.92Min: 194.42 / Avg: 194.54 / Max: 194.68Min: 213.31 / Avg: 213.45 / Max: 213.71Min: 236.94 / Avg: 237.38 / Max: 238.13Min: 237.19 / Avg: 237.39 / Max: 237.7Min: 263.46 / Avg: 263.87 / Max: 264.3Min: 281.23 / Avg: 281.69 / Max: 282.14Min: 331.75 / Avg: 333.11 / Max: 334.37Min: 333.56 / Avg: 334.13 / Max: 334.72Min: 351.56 / Avg: 352.68 / Max: 354.59Min: 353.61 / Avg: 354.02 / Max: 354.83Min: 456.67 / Avg: 458.12 / Max: 460.12Min: 472.54 / Avg: 474.44 / Max: 476.54

OpenBenchmarking.orgExamples Per Second Per Watt, More Is BetterPlaidMLFP16: Yes - Mode: Inference - Network: ResNet 50 - Device: OpenCLRX 590RX 580RX Vega 64RX Vega 56GTX 1060GTX 1080GTX 1070GTX 1080 TiRTX 2060GTX 1070 TiRTX 2080RTX 2070Radeon VIITITAN RTXRTX 2080 Ti0.66381.32761.99142.65523.3190.890.911.241.381.491.621.761.781.962.082.392.512.752.922.95

OpenBenchmarking.orgWatts, Fewer Is BetterPlaidMLSystem Power Consumption MonitorGTX 1080 TiRX Vega 64TITAN RTXGTX 1080RTX 2080 TiRX 590RTX 2080RTX 2060RX 580RX Vega 56GTX 1070RTX 2070Radeon VIIGTX 1060GTX 1070 Ti60120180240300Min: 122.3 / Avg: 187.68 / Max: 270.3Min: 82.4 / Avg: 172.03 / Max: 313.6Min: 52.6 / Avg: 162.76 / Max: 301.7Min: 91.6 / Avg: 162.7 / Max: 211.1Min: 48.4 / Avg: 155.12 / Max: 292.5Min: 81.1 / Avg: 153.59 / Max: 208.6Min: 47.4 / Avg: 148.19 / Max: 240.2Min: 86.5 / Avg: 143.68 / Max: 202.9Min: 73.6 / Avg: 141.5 / Max: 187.8Min: 50.5 / Avg: 141.19 / Max: 254.3Min: 83.8 / Avg: 134.85 / Max: 189.4Min: 78.4 / Avg: 132.98 / Max: 222.4Min: 70.1 / Avg: 128.33 / Max: 243.5Min: 60.4 / Avg: 122.52 / Max: 164.5Min: 48.5 / Avg: 113.89 / Max: 160.8

OpenBenchmarking.orgExamples Per Second, More Is BetterPlaidMLFP16: Yes - Mode: Inference - Network: VGG16 - Device: OpenCLRX 580RX 590GTX 1060RX Vega 56RX Vega 64GTX 1070GTX 1070 TiGTX 1080RTX 2060RTX 2070RTX 2080GTX 1080 TiRadeon VIIRTX 2080 TiTITAN RTX60120180240300SE +/- 0.02, N = 3SE +/- 0.01, N = 3SE +/- 0.03, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.12, N = 3SE +/- 0.06, N = 3SE +/- 0.09, N = 3SE +/- 0.15, N = 3SE +/- 0.26, N = 3SE +/- 0.32, N = 3SE +/- 0.32, N = 3SE +/- 0.03, N = 3SE +/- 0.20, N = 3SE +/- 0.43, N = 360.9864.0494.62106.66119.99126.00128.00139.00148.00179.00192.00194.00197.63250.00264.00
OpenBenchmarking.orgExamples Per Second, More Is BetterPlaidMLFP16: Yes - Mode: Inference - Network: VGG16 - Device: OpenCLRX 580RX 590GTX 1060RX Vega 56RX Vega 64GTX 1070GTX 1070 TiGTX 1080RTX 2060RTX 2070RTX 2080GTX 1080 TiRadeon VIIRTX 2080 TiTITAN RTX50100150200250Min: 60.95 / Avg: 60.98 / Max: 61.01Min: 64.02 / Avg: 64.04 / Max: 64.06Min: 94.58 / Avg: 94.62 / Max: 94.68Min: 106.66 / Avg: 106.66 / Max: 106.66Min: 119.99 / Avg: 119.99 / Max: 119.99Min: 126.33 / Avg: 126.49 / Max: 126.72Min: 128.34 / Avg: 128.4 / Max: 128.51Min: 138.95 / Avg: 139.09 / Max: 139.25Min: 147.98 / Avg: 148.21 / Max: 148.51Min: 178.77 / Avg: 179.11 / Max: 179.62Min: 191.55 / Avg: 192.06 / Max: 192.65Min: 194.05 / Avg: 194.4 / Max: 195.04Min: 197.59 / Avg: 197.63 / Max: 197.69Min: 249.48 / Avg: 249.7 / Max: 250.09Min: 263.47 / Avg: 264.04 / Max: 264.9

OpenBenchmarking.orgExamples Per Second Per Watt, More Is BetterPlaidMLFP16: Yes - Mode: Inference - Network: VGG16 - Device: OpenCLRX 590RX 580RX Vega 64RX Vega 56GTX 1060GTX 1080GTX 1070GTX 1070 TiGTX 1080 TiRTX 2060RTX 2080RTX 2070RTX 2080 TiTITAN RTXRadeon VII0.34880.69761.04641.39521.7440.390.410.550.700.720.800.921.021.081.081.211.271.381.501.55

OpenBenchmarking.orgWatts, Fewer Is BetterPlaidMLSystem Power Consumption MonitorRX Vega 64RTX 2080 TiGTX 1080 TiTITAN RTXGTX 1080RX 590RTX 2080RX Vega 56RX 580RTX 2070RTX 2060GTX 1070GTX 1060Radeon VIIGTX 1070 Ti60120180240300Min: 53.4 / Avg: 217.55 / Max: 319.8Min: 47.7 / Avg: 180.78 / Max: 312Min: 65.2 / Avg: 179.46 / Max: 287.9Min: 58.3 / Avg: 176.01 / Max: 322.5Min: 70.3 / Avg: 172.91 / Max: 216.6Min: 79.7 / Avg: 162.83 / Max: 210.1Min: 49.8 / Avg: 158.89 / Max: 252.8Min: 50.2 / Avg: 151.48 / Max: 258.1Min: 73.2 / Avg: 147.27 / Max: 187.1Min: 47.2 / Avg: 141.31 / Max: 234Min: 62.3 / Avg: 137.76 / Max: 208Min: 43.1 / Avg: 136.92 / Max: 191.2Min: 58.2 / Avg: 131.14 / Max: 167.2Min: 57.5 / Avg: 127.89 / Max: 264.7Min: 48.4 / Avg: 125.32 / Max: 169.8

OpenBenchmarking.orgExamples Per Second, More Is BetterPlaidMLFP16: No - Mode: Training - Network: IMDB LSTM - Device: OpenCLRX 580GTX 1060RX 590GTX 1070 TiGTX 1070GTX 1080RX Vega 56RX Vega 64GTX 1080 TiRTX 2060RTX 2070Radeon VIIRTX 2080TITAN RTXRTX 2080 Ti50100150200250SE +/- 0.25, N = 3SE +/- 0.17, N = 3SE +/- 0.19, N = 3SE +/- 0.03, N = 3SE +/- 0.50, N = 3SE +/- 0.60, N = 3SE +/- 0.24, N = 3SE +/- 0.19, N = 3SE +/- 0.49, N = 3SE +/- 0.38, N = 3SE +/- 0.82, N = 3SE +/- 0.32, N = 3SE +/- 0.27, N = 3SE +/- 0.96, N = 3SE +/- 0.72, N = 3130134144153156167178184187188198200216244246
OpenBenchmarking.orgExamples Per Second, More Is BetterPlaidMLFP16: No - Mode: Training - Network: IMDB LSTM - Device: OpenCLRX 580GTX 1060RX 590GTX 1070 TiGTX 1070GTX 1080RX Vega 56RX Vega 64GTX 1080 TiRTX 2060RTX 2070Radeon VIIRTX 2080TITAN RTXRTX 2080 Ti4080120160200Min: 129.41 / Avg: 129.71 / Max: 130.21Min: 133.51 / Avg: 133.81 / Max: 134.09Min: 144.06 / Avg: 144.32 / Max: 144.7Min: 153.07 / Avg: 153.11 / Max: 153.17Min: 155.61 / Avg: 156.25 / Max: 157.23Min: 165.62 / Avg: 166.82 / Max: 167.47Min: 177.17 / Avg: 177.59 / Max: 178.01Min: 183.3 / Avg: 183.67 / Max: 183.93Min: 186.6 / Avg: 187.44 / Max: 188.3Min: 187.38 / Avg: 188.13 / Max: 188.58Min: 196.74 / Avg: 198.38 / Max: 199.3Min: 199.2 / Avg: 199.6 / Max: 200.23Min: 215.25 / Avg: 215.62 / Max: 216.16Min: 242.37 / Avg: 243.94 / Max: 245.69Min: 244.31 / Avg: 245.51 / Max: 246.8

OpenBenchmarking.orgExamples Per Second Per Watt, More Is BetterPlaidMLFP16: No - Mode: Training - Network: IMDB LSTM - Device: OpenCLRX 580RX 590RX Vega 56GTX 1060RX Vega 64GTX 1070GTX 1080GTX 1080 TiGTX 1070 TiRadeon VIIRTX 2080 TiRTX 2070RTX 2080TITAN RTXRTX 20600.36450.7291.09351.4581.82250.890.951.071.081.111.141.141.141.241.451.541.561.561.601.62

OpenBenchmarking.orgWatts, Fewer Is BetterPlaidMLSystem Power Consumption MonitorRX Vega 64RX Vega 56GTX 1080 TiRTX 2080 TiRX 590TITAN RTXGTX 1080RX 580RTX 2080Radeon VIIGTX 1070RTX 2070GTX 1060GTX 1070 TiRTX 206050100150200250Min: 52.2 / Avg: 165.89 / Max: 305.6Min: 74.8 / Avg: 165.69 / Max: 271.3Min: 50.4 / Avg: 165.05 / Max: 214.8Min: 48.6 / Avg: 159.87 / Max: 223.7Min: 80.2 / Avg: 152.62 / Max: 212.4Min: 57.5 / Avg: 152.07 / Max: 231.9Min: 90.8 / Avg: 146.71 / Max: 176.8Min: 71.3 / Avg: 146.11 / Max: 185.3Min: 46.4 / Avg: 138.03 / Max: 185.4Min: 87.3 / Avg: 137.45 / Max: 192.4Min: 82.2 / Avg: 136.83 / Max: 164.9Min: 47.1 / Avg: 127.27 / Max: 169.5Min: 70.1 / Avg: 124.21 / Max: 145Min: 104.8 / Avg: 123.57 / Max: 135.6Min: 44.3 / Avg: 116.14 / Max: 162.7

OpenBenchmarking.orgExamples Per Second, More Is BetterPlaidMLFP16: No - Mode: Inference - Network: Mobilenet - Device: OpenCLRX 580RX 590GTX 1060RX Vega 56GTX 1070 TiGTX 1070GTX 1080RX Vega 64RTX 2060GTX 1080 TiRTX 2070RTX 2080Radeon VIIRTX 2080 TiTITAN RTX30060090012001500SE +/- 0.26, N = 3SE +/- 0.24, N = 3SE +/- 3.04, N = 3SE +/- 9.70, N = 3SE +/- 0.31, N = 3SE +/- 1.02, N = 3SE +/- 0.61, N = 3SE +/- 7.40, N = 3SE +/- 1.86, N = 3SE +/- 4.51, N = 3SE +/- 1.43, N = 3SE +/- 0.31, N = 3SE +/- 3.74, N = 3SE +/- 1.39, N = 3SE +/- 3.01, N = 341445359272075576480183586388310081045123312911336
OpenBenchmarking.orgExamples Per Second, More Is BetterPlaidMLFP16: No - Mode: Inference - Network: Mobilenet - Device: OpenCLRX 580RX 590GTX 1060RX Vega 56GTX 1070 TiGTX 1070GTX 1080RX Vega 64RTX 2060GTX 1080 TiRTX 2070RTX 2080Radeon VIIRTX 2080 TiTITAN RTX2004006008001000Min: 413.12 / Avg: 413.61 / Max: 414.01Min: 452.28 / Avg: 452.58 / Max: 453.07Min: 586.76 / Avg: 592.47 / Max: 597.15Min: 703.18 / Avg: 720.02 / Max: 736.78Min: 754.57 / Avg: 754.92 / Max: 755.54Min: 761.81 / Avg: 763.83 / Max: 765.1Min: 800.38 / Avg: 801.45 / Max: 802.5Min: 822.31 / Avg: 835.35 / Max: 847.95Min: 859.19 / Avg: 862.88 / Max: 865.16Min: 875.86 / Avg: 882.88 / Max: 891.29Min: 1005.23 / Avg: 1007.98 / Max: 1010.04Min: 1044.43 / Avg: 1045.03 / Max: 1045.41Min: 1228.34 / Avg: 1232.63 / Max: 1240.07Min: 1288.49 / Avg: 1291.1 / Max: 1293.21Min: 1329.56 / Avg: 1335.56 / Max: 1338.83

OpenBenchmarking.orgExamples Per Second Per Watt, More Is BetterPlaidMLFP16: No - Mode: Inference - Network: Mobilenet - Device: OpenCLRX 590RX 580GTX 1080RX Vega 56TITAN RTXGTX 1080 TiGTX 1070RX Vega 64GTX 1060GTX 1070 TiRTX 2080 TiRTX 2070RTX 2060Radeon VIIRTX 208036912153.293.625.425.826.677.027.127.477.728.068.458.709.009.3410.67

OpenBenchmarking.orgWatts, Fewer Is BetterPlaidMLSystem Power Consumption MonitorTITAN RTXRTX 2080 TiGTX 1080RX 590Radeon VIIGTX 1080 TiRX Vega 56RTX 2070RX 580RX Vega 64GTX 1070RTX 2080RTX 2060GTX 1070 TiGTX 106050100150200250Min: 54 / Avg: 200.17 / Max: 274.2Min: 48.2 / Avg: 152.87 / Max: 274.6Min: 44.3 / Avg: 147.75 / Max: 195.1Min: 82.4 / Avg: 137.7 / Max: 205.5Min: 92.8 / Avg: 132.03 / Max: 241.7Min: 53.3 / Avg: 125.73 / Max: 165.2Min: 72.5 / Avg: 123.7 / Max: 259.6Min: 115.1 / Avg: 115.83 / Max: 116.5Min: 71.7 / Avg: 114.33 / Max: 178.6Min: 52.5 / Avg: 111.85 / Max: 223.9Min: 45.9 / Avg: 107.3 / Max: 155.1Min: 52 / Avg: 97.93 / Max: 121Min: 43.1 / Avg: 95.9 / Max: 118.8Min: 49.7 / Avg: 93.67 / Max: 125.7Min: 41.8 / Avg: 76.7 / Max: 94.4

OpenBenchmarking.orgExamples Per Second, More Is BetterPlaidMLFP16: No - Mode: Inference - Network: ResNet 50 - Device: OpenCLRX 580RX 590GTX 1060RX Vega 56GTX 1070GTX 1070 TiRX Vega 64GTX 1080RTX 2060GTX 1080 TiRTX 2070RTX 2080Radeon VIIRTX 2080 TiTITAN RTX120240360480600SE +/- 0.04, N = 3SE +/- 0.07, N = 3SE +/- 0.11, N = 3SE +/- 2.52, N = 3SE +/- 0.45, N = 3SE +/- 0.24, N = 3SE +/- 1.40, N = 3SE +/- 0.41, N = 3SE +/- 0.26, N = 3SE +/- 0.55, N = 3SE +/- 0.33, N = 3SE +/- 0.45, N = 3SE +/- 0.30, N = 3SE +/- 0.31, N = 3SE +/- 1.67, N = 3133142194228257262270292309339376400403537556
OpenBenchmarking.orgExamples Per Second, More Is BetterPlaidMLFP16: No - Mode: Inference - Network: ResNet 50 - Device: OpenCLRX 580RX 590GTX 1060RX Vega 56GTX 1070GTX 1070 TiRX Vega 64GTX 1080RTX 2060GTX 1080 TiRTX 2070RTX 2080Radeon VIIRTX 2080 TiTITAN RTX100200300400500Min: 133.27 / Avg: 133.36 / Max: 133.42Min: 142.26 / Avg: 142.36 / Max: 142.5Min: 193.36 / Avg: 193.57 / Max: 193.7Min: 224.27 / Avg: 227.55 / Max: 232.5Min: 256.49 / Avg: 257.03 / Max: 257.93Min: 261.35 / Avg: 261.84 / Max: 262.13Min: 266.9 / Avg: 269.65 / Max: 271.52Min: 291.32 / Avg: 292.02 / Max: 292.73Min: 308.5 / Avg: 309.01 / Max: 309.37Min: 338.01 / Avg: 338.9 / Max: 339.9Min: 375.3 / Avg: 375.95 / Max: 376.34Min: 398.92 / Avg: 399.51 / Max: 400.4Min: 402.32 / Avg: 402.76 / Max: 403.32Min: 536.36 / Avg: 536.97 / Max: 537.39Min: 553.7 / Avg: 556.33 / Max: 559.45

OpenBenchmarking.orgExamples Per Second Per Watt, More Is BetterPlaidMLFP16: No - Mode: Inference - Network: ResNet 50 - Device: OpenCLRX 590RX 580RX Vega 56RX Vega 64GTX 1060GTX 1070GTX 1080 TiGTX 1080GTX 1070 TiRTX 2060RTX 2070RTX 2080TITAN RTXRadeon VIIRTX 2080 Ti0.69981.39962.09942.79923.4990.880.921.511.521.591.771.821.921.942.302.442.512.862.973.11

OpenBenchmarking.orgWatts, Fewer Is BetterPlaidMLSystem Power Consumption MonitorTITAN RTXGTX 1080 TiRX Vega 64RTX 2080 TiRX 590RTX 2080RTX 2070GTX 1080RX Vega 56GTX 1070RX 580Radeon VIIGTX 1070 TiRTX 2060GTX 106060120180240300Min: 102.3 / Avg: 194.3 / Max: 332.7Min: 61.2 / Avg: 185.7 / Max: 280.5Min: 81.5 / Avg: 177.38 / Max: 338.2Min: 100.3 / Avg: 172.57 / Max: 323.3Min: 81 / Avg: 162.42 / Max: 220Min: 48.4 / Avg: 158.95 / Max: 257.5Min: 49.8 / Avg: 153.92 / Max: 242.3Min: 91.9 / Avg: 152.34 / Max: 225.3Min: 50.1 / Avg: 150.39 / Max: 271.1Min: 45.2 / Avg: 145.44 / Max: 201.2Min: 73 / Avg: 145.33 / Max: 194.5Min: 58.8 / Avg: 135.42 / Max: 277Min: 48.6 / Avg: 134.71 / Max: 168.9Min: 65 / Avg: 134.41 / Max: 208.9Min: 71.4 / Avg: 121.65 / Max: 172.6

OpenBenchmarking.orgExamples Per Second, More Is BetterPlaidMLFP16: No - Mode: Inference - Network: VGG16 - Device: OpenCLRX 580RX 590GTX 1060RX Vega 56GTX 1070GTX 1070 TiRX Vega 64GTX 1080RTX 2060GTX 1080 TiRTX 2070RTX 2080Radeon VIIRTX 2080 TiTITAN RTX60120180240300SE +/- 0.05, N = 3SE +/- 0.01, N = 3SE +/- 0.04, N = 3SE +/- 0.18, N = 3SE +/- 0.04, N = 3SE +/- 0.01, N = 3SE +/- 0.11, N = 3SE +/- 0.06, N = 3SE +/- 0.16, N = 3SE +/- 0.12, N = 3SE +/- 0.27, N = 3SE +/- 0.17, N = 3SE +/- 0.38, N = 3SE +/- 0.36, N = 3SE +/- 0.72, N = 365.1868.6994.08120.44129.00131.00137.62143.00150.00189.00189.00203.00224.77273.00289.00
OpenBenchmarking.orgExamples Per Second, More Is BetterPlaidMLFP16: No - Mode: Inference - Network: VGG16 - Device: OpenCLRX 580RX 590GTX 1060RX Vega 56GTX 1070GTX 1070 TiRX Vega 64GTX 1080RTX 2060GTX 1080 TiRTX 2070RTX 2080Radeon VIIRTX 2080 TiTITAN RTX50100150200250Min: 65.13 / Avg: 65.18 / Max: 65.29Min: 68.67 / Avg: 68.69 / Max: 68.71Min: 94.02 / Avg: 94.08 / Max: 94.14Min: 120.22 / Avg: 120.44 / Max: 120.79Min: 128.87 / Avg: 128.94 / Max: 128.99Min: 130.93 / Avg: 130.95 / Max: 130.97Min: 137.41 / Avg: 137.62 / Max: 137.78Min: 142.61 / Avg: 142.69 / Max: 142.8Min: 150.11 / Avg: 150.43 / Max: 150.64Min: 188.71 / Avg: 188.84 / Max: 189.07Min: 189.1 / Avg: 189.39 / Max: 189.94Min: 203.19 / Avg: 203.39 / Max: 203.73Min: 224.35 / Avg: 224.77 / Max: 225.53Min: 272.43 / Avg: 272.89 / Max: 273.61Min: 288.45 / Avg: 289.19 / Max: 290.62

OpenBenchmarking.orgExamples Per Second Per Watt, More Is BetterPlaidMLFP16: No - Mode: Inference - Network: VGG16 - Device: OpenCLRX 590RX 580RX Vega 56RX Vega 64GTX 1060GTX 1070GTX 1080GTX 1080 TiGTX 1070 TiRTX 2060RTX 2070RTX 2080RTX 2080 TiTITAN RTXRadeon VII0.29250.5850.87751.171.46250.370.400.640.640.650.790.790.820.890.901.031.081.281.291.30

OpenBenchmarking.orgWatts, Fewer Is BetterPlaidMLSystem Power Consumption MonitorGTX 1080 TiTITAN RTXRX Vega 64RTX 2080 TiRTX 2080RX Vega 56RX 590RTX 2070GTX 1080Radeon VIIRTX 2060RX 580GTX 1070GTX 1070 TiGTX 106060120180240300Min: 127.7 / Avg: 231.45 / Max: 296.9Min: 55.4 / Avg: 223.68 / Max: 345.8Min: 52.7 / Avg: 216.48 / Max: 338.1Min: 47.6 / Avg: 212.98 / Max: 331.1Min: 50.9 / Avg: 188.45 / Max: 269.3Min: 78.5 / Avg: 188.36 / Max: 262.2Min: 86.9 / Avg: 184.98 / Max: 216.4Min: 68.7 / Avg: 183.65 / Max: 245.5Min: 45.1 / Avg: 180.6 / Max: 225Min: 58.2 / Avg: 172.91 / Max: 296.6Min: 44 / Avg: 167.51 / Max: 215.1Min: 73 / Avg: 163.55 / Max: 194.8Min: 43.1 / Avg: 162.78 / Max: 197.9Min: 47.9 / Avg: 146.58 / Max: 171.7Min: 72.7 / Avg: 144.61 / Max: 170.9

LuxMark

LuxMark is a multi-platform OpenGL benchmark using LuxRender. LuxMark supports targeting different OpenCL devices and has multiple scenes available for rendering. LuxMark is a fully open-source OpenCL program with real-world rendering examples. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgScore, More Is BetterLuxMark 3.1OpenCL Device: GPU - Scene: Luxball HDRGTX 1060GTX 1080RX 580GTX 1070 TiRX 590GTX 1070RTX 2060GTX 1080 TiRTX 2080RTX 2070RX Vega 56RX Vega 64RTX 2080 TiTITAN RTXRadeon VII12K24K36K48K60KSE +/- 46.58, N = 3SE +/- 42.00, N = 3SE +/- 17.84, N = 3SE +/- 14.90, N = 3SE +/- 74.83, N = 3SE +/- 1.33, N = 3SE +/- 31.58, N = 3SE +/- 8.33, N = 3SE +/- 25.12, N = 3SE +/- 107.00, N = 3SE +/- 65.67, N = 3SE +/- 583.87, N = 3SE +/- 155.67, N = 3SE +/- 103.04, N = 3SE +/- 258.00, N = 3122561380315271167761722117287213562168229146295323107932565427874602255570
OpenBenchmarking.orgScore, More Is BetterLuxMark 3.1OpenCL Device: GPU - Scene: Luxball HDRGTX 1060GTX 1080RX 580GTX 1070 TiRX 590GTX 1070RTX 2060GTX 1080 TiRTX 2080RTX 2070RX Vega 56RX Vega 64RTX 2080 TiTITAN RTXRadeon VII10K20K30K40K50KMin: 12182 / Avg: 12256 / Max: 12342Min: 13761 / Avg: 13803 / Max: 13887Min: 15253 / Avg: 15271.33 / Max: 15307Min: 16759 / Avg: 16776.33 / Max: 16806Min: 17071 / Avg: 17220.67 / Max: 17296Min: 17286 / Avg: 17287.33 / Max: 17290Min: 21297 / Avg: 21356 / Max: 21405Min: 21674 / Avg: 21682.33 / Max: 21699Min: 29102 / Avg: 29145.67 / Max: 29189Min: 29424 / Avg: 29532 / Max: 29746Min: 30948 / Avg: 31079.33 / Max: 31145Min: 31844 / Avg: 32565 / Max: 33721Min: 42607 / Avg: 42787 / Max: 43097Min: 45879 / Avg: 46022 / Max: 46222Min: 55054 / Avg: 55570 / Max: 55829

OpenBenchmarking.orgScore Per Watt, More Is BetterLuxMark 3.1OpenCL Device: GPU - Scene: Luxball HDRRX 590GTX 1080RX 580GTX 1060GTX 1080 TiGTX 1070RX Vega 64RTX 2060GTX 1070 TiRX Vega 56RTX 2080RTX 2070RTX 2080 TiTITAN RTXRadeon VII408012016020078.9079.4280.5385.5389.3498.4898.89110.80114.16120.58123.99131.09133.42137.54188.36

OpenBenchmarking.orgWatts, Fewer Is BetterLuxMark 3.1System Power Consumption MonitorTITAN RTXRX Vega 64RTX 2080 TiRadeon VIIRX Vega 56GTX 1080 TiRTX 2080RTX 2070RX 590RTX 2060RX 580GTX 1070GTX 1080GTX 1070 TiGTX 106060120180240300Min: 50.6 / Avg: 334.61 / Max: 351.7Min: 49.5 / Avg: 329.31 / Max: 338.6Min: 47.7 / Avg: 320.7 / Max: 332Min: 87.3 / Avg: 295.02 / Max: 302.2Min: 60.2 / Avg: 257.74 / Max: 269.1Min: 161.6 / Avg: 242.69 / Max: 248.1Min: 48.9 / Avg: 235.08 / Max: 244.1Min: 46 / Avg: 225.28 / Max: 233.2Min: 82.1 / Avg: 218.27 / Max: 228.9Min: 44 / Avg: 192.74 / Max: 197.4Min: 71.5 / Avg: 189.63 / Max: 196.7Min: 82.6 / Avg: 175.54 / Max: 179.2Min: 89.3 / Avg: 173.79 / Max: 175.8Min: 47.6 / Avg: 146.95 / Max: 149.7Min: 111.3 / Avg: 143.3 / Max: 145.4

clpeak

OpenBenchmarking.orgGBPS, More Is BetterclpeakOpenCL Test: Global Memory BandwidthGTX 1060GTX 1070GTX 1070 TiRX 580RX 590GTX 1080RTX 2060RX Vega 56GTX 1080 TiRX Vega 64RTX 2070RTX 2080RTX 2080 TiTITAN RTXRadeon VII2004006008001000SE +/- 0.95, N = 3SE +/- 0.02, N = 3SE +/- 0.22, N = 3SE +/- 1.46, N = 3SE +/- 1.82, N = 3SE +/- 0.05, N = 3SE +/- 0.19, N = 3SE +/- 0.01, N = 3SE +/- 0.68, N = 3SE +/- 0.05, N = 3SE +/- 2.69, N = 3SE +/- 0.37, N = 3SE +/- 0.48, N = 3SE +/- 1.70, N = 3SE +/- 0.10, N = 31451961972062172222763173293623653685055258071. (CXX) g++ options: -O3 -rdynamic -lOpenCL
OpenBenchmarking.orgGBPS, More Is BetterclpeakOpenCL Test: Global Memory BandwidthGTX 1060GTX 1070GTX 1070 TiRX 580RX 590GTX 1080RTX 2060RX Vega 56GTX 1080 TiRX Vega 64RTX 2070RTX 2080RTX 2080 TiTITAN RTXRadeon VII140280420560700Min: 143.59 / Avg: 145.49 / Max: 146.46Min: 196.27 / Avg: 196.3 / Max: 196.32Min: 196.62 / Avg: 197.05 / Max: 197.27Min: 202.81 / Avg: 205.73 / Max: 207.19Min: 213 / Avg: 216.65 / Max: 218.52Min: 221.94 / Avg: 222.03 / Max: 222.08Min: 275.65 / Avg: 275.99 / Max: 276.3Min: 317.46 / Avg: 317.48 / Max: 317.5Min: 328.16 / Avg: 329.02 / Max: 330.37Min: 362.15 / Avg: 362.21 / Max: 362.3Min: 359.25 / Avg: 364.64 / Max: 367.34Min: 367.26 / Avg: 367.64 / Max: 368.37Min: 504.5 / Avg: 505.01 / Max: 505.96Min: 522.05 / Avg: 525.42 / Max: 527.52Min: 806.48 / Avg: 806.63 / Max: 806.821. (CXX) g++ options: -O3 -rdynamic -lOpenCL

OpenBenchmarking.orgGFLOPS, More Is BetterclpeakOpenCL Test: Single-Precision FloatGTX 1060GTX 1070RX 580RTX 2060GTX 1070 TiRX 590GTX 1080RTX 2070RTX 2080RX Vega 56GTX 1080 TiRX Vega 64Radeon VIIRTX 2080 TiTITAN RTX4K8K12K16K20KSE +/- 3.56, N = 3SE +/- 393.27, N = 3SE +/- 1.21, N = 3SE +/- 657.16, N = 3SE +/- 14.43, N = 3SE +/- 15.75, N = 3SE +/- 396.02, N = 3SE +/- 495.99, N = 3SE +/- 732.21, N = 3SE +/- 38.50, N = 3SE +/- 782.31, N = 3SE +/- 41.13, N = 3SE +/- 1.83, N = 3SE +/- 1065.18, N = 3SE +/- 688.69, N = 342395878620266306776706979347968102701035710853124691345315352163861. (CXX) g++ options: -O3 -rdynamic -lOpenCL
OpenBenchmarking.orgGFLOPS, More Is BetterclpeakOpenCL Test: Single-Precision FloatGTX 1060GTX 1070RX 580RTX 2060GTX 1070 TiRX 590GTX 1080RTX 2070RTX 2080RX Vega 56GTX 1080 TiRX Vega 64Radeon VIIRTX 2080 TiTITAN RTX3K6K9K12K15KMin: 4232.57 / Avg: 4239.17 / Max: 4244.77Min: 5091.74 / Avg: 5878.26 / Max: 6276.36Min: 6199.68 / Avg: 6202.09 / Max: 6203.44Min: 5316.4 / Avg: 6630.38 / Max: 7313.07Min: 6747.48 / Avg: 6776.31 / Max: 6791.94Min: 7037.61 / Avg: 7069.08 / Max: 7085.99Min: 7141.47 / Avg: 7933.51 / Max: 8329.77Min: 6980.09 / Avg: 7968.07 / Max: 8539.2Min: 8806.31 / Avg: 10270.06 / Max: 11040.34Min: 10285.65 / Avg: 10356.52 / Max: 10418.04Min: 9288.09 / Avg: 10852.7 / Max: 11635.67Min: 12403.34 / Avg: 12468.7 / Max: 12544.63Min: 13449.71 / Avg: 13452.75 / Max: 13456.03Min: 13222.02 / Avg: 15351.89 / Max: 16456.4Min: 15021.53 / Avg: 16386.43 / Max: 17229.121. (CXX) g++ options: -O3 -rdynamic -lOpenCL

GPU Temperature Monitor

OpenBenchmarking.orgCelsiusGPU Temperature MonitorPhoronix Test Suite System MonitoringRTX 2080GTX 1080 TiTITAN RTXRTX 2080 TiGTX 1070GTX 1080RTX 2070RTX 2060RX Vega 64Radeon VIIRX Vega 56RX 590GTX 1070 TiRX 58020406080100Min: 48 / Avg: 67.06 / Max: 83Min: 39 / Avg: 66.36 / Max: 82Min: 33 / Avg: 62.56 / Max: 79Min: 43 / Avg: 61.88 / Max: 77Min: 32 / Avg: 61.66 / Max: 76Min: 31 / Avg: 60.14 / Max: 74Min: 32 / Avg: 56.83 / Max: 74Min: 37 / Avg: 55.81 / Max: 70Min: 45 / Avg: 52.93 / Max: 65Min: 36 / Avg: 52.37 / Max: 101Min: 28 / Avg: 47.45 / Max: 74Min: 35 / Avg: 46.18 / Max: 73Min: 38 / Avg: 45.88 / Max: 53Min: 26 / Avg: 39.71 / Max: 61

System Power Consumption Monitor

OpenBenchmarking.orgWattsSystem Power Consumption MonitorPhoronix Test Suite System MonitoringTITAN RTXRTX 2080 TiGTX 1080 TiRTX 2080RTX 2070RTX 2060GTX 1080GTX 1070RX 590RX Vega 64RX 580RX Vega 56Radeon VIIGTX 1070 Ti70140210280350Min: 49.4 / Avg: 228.34 / Max: 363.1Min: 47.2 / Avg: 220.83 / Max: 367.7Min: 47.2 / Avg: 198.85 / Max: 370.3Min: 46 / Avg: 176.62 / Max: 334.5Min: 43.9 / Avg: 160.13 / Max: 317.6Min: 42.5 / Avg: 144.37 / Max: 300.1Min: 40.2 / Avg: 143.79 / Max: 318.2Min: 42.3 / Avg: 142.19 / Max: 280.5Min: 75 / Avg: 138.2 / Max: 253.3Min: 49.7 / Avg: 129.09 / Max: 305.4Min: 69 / Avg: 125.65 / Max: 229.5Min: 47.1 / Avg: 125.63 / Max: 271.3Min: 55.7 / Avg: 125.32 / Max: 337.5Min: 47.2 / Avg: 123.43 / Max: 255.8

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.

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 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.

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.

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.

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

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 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.

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.

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 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.

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.