NVIDIA vs. Radeon OpenCL Linux GPU Compute

NVIDIA Linux GPU computing benchmarks by Michael Larabel for a future article.

Compare your own system(s) to this result file with the Phoronix Test Suite by running the command: phoronix-test-suite benchmark 1901305-SP-NVIDIACOM73
Jump To Table - Results

View

Do Not Show Noisy Results
Do Not Show Results With Incomplete Data
Do Not Show Results With Little Change/Spread
List Notable Results

Limit displaying results to tests within:

CPU Massive 3 Tests
HPC - High Performance Computing 3 Tests
Machine Learning 3 Tests
NVIDIA GPU Compute 5 Tests
OpenCL 6 Tests

Statistics

Show Overall Harmonic Mean(s)
Show Overall Geometric Mean
Show Geometric Means Per-Suite/Category
Show Wins / Losses Counts (Pie Chart)
Normalize Results
Remove Outliers Before Calculating Averages

Graph Settings

Force Line Graphs Where Applicable
Convert To Scalar Where Applicable
Disable Color Branding
Prefer Vertical Bar Graphs
No Box Plots
On Line Graphs With Missing Data, Connect The Line Gaps

Multi-Way Comparison

Condense Multi-Option Tests Into Single Result Graphs
Condense Test Profiles With Multiple Version Results Into Single Result Graphs

Table

Show Detailed System Result Table

Run Management

Highlight
Result
Hide
Result
Result
Identifier
Performance Per
Dollar
Date
Run
  Test
  Duration
GTX 1060
January 27 2019
  27 Minutes
GTX 1070
January 25 2019
  23 Minutes
GTX 1070 Ti
January 25 2019
  24 Minutes
GTX 1080
January 25 2019
  23 Minutes
GTX 1080 Ti
January 25 2019
  22 Minutes
RTX 2060
January 27 2019
  23 Minutes
RTX 2070
January 27 2019
  22 Minutes
RTX 2080
January 26 2019
  22 Minutes
RTX 2080 Ti
January 26 2019
  22 Minutes
TITAN RTX
January 26 2019
  22 Minutes
RX 580
January 28 2019
  1 Hour, 3 Minutes
RX 590
January 29 2019
  1 Hour, 1 Minute
RX Vega 56
January 28 2019
  56 Minutes
RX Vega 64
January 28 2019
  53 Minutes
Invert Hiding All Results Option
  33 Minutes

Only show results where is faster than
Only show results matching title/arguments (delimit multiple options with a comma):
Do not show results matching title/arguments (delimit multiple options with a comma):


NVIDIA vs. Radeon OpenCL Linux GPU ComputeProcessorMotherboardChipsetMemoryDiskGraphicsAudioMonitorNetworkOSKernelDesktopDisplay ServerDisplay DriverOpenGLOpenCLVulkanCompilerFile-SystemScreen ResolutionGTX 1080GTX 1070GTX 1070 TiGTX 1080 TiTITAN RTXRTX 2080 TiRTX 2080RTX 2060RTX 2070GTX 1060RX Vega 64RX Vega 56RX 580RX 590Intel 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)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 590Result OverviewPhoronix Test Suite100%203%306%409%LeelaChessZeroLuxMarkcl-memDarktablePlaidMLSHOC Scalable HeterOgeneous ComputingclpeakJuliaGPU

GTX 1080GTX 1070GTX 1070 TiGTX 1080 TiTITAN RTXRTX 2080 TiRTX 2080RTX 2060RTX 2070GTX 1060RX Vega 64RX Vega 56RX 580RX 590Logarithmic Per Watt Result OverviewPhoronix Test SuiteLeelaChessZeroSHOC Scalable HeterOgeneous ComputingJuliaGPUPlaidMLcl-memLuxMarkP.W.G.MP.W.G.MP.W.G.MP.W.G.MP.W.G.MP.W.G.M

NVIDIA vs. Radeon OpenCL Linux GPU Computelczero: OpenCLplaidml: Yes - Inference - Mobilenet - OpenCLplaidml: Yes - Inference - Inception V3 - OpenCLplaidml: Yes - Inference - ResNet 50 - OpenCLplaidml: Yes - Inference - VGG16 - OpenCLplaidml: No - Training - Mobilenet - OpenCLplaidml: No - Training - IMDB LSTM - OpenCLplaidml: No - Inference - Mobilenet - OpenCLplaidml: No - Inference - Inception V3 - OpenCLplaidml: No - Inference - ResNet 50 - OpenCLplaidml: No - Inference - IMDB LSTM - OpenCLplaidml: No - Inference - VGG16 - OpenCLdarktable: Boat - OpenCLdarktable: Masskrug - OpenCLdarktable: Server Room - OpenCLdarktable: Server Rack - OpenCLluxmark: GPU - Luxball HDRcl-mem: Readcl-mem: Writecl-mem: Copyclpeak: Global Memory Bandwidthclpeak: Single-Precision Floatclpeak: Double-Precision Doubleclpeak: Integer Compute INTclpeak: Transfer Bandwidth enqueueWriteBufferclpeak: Transfer Bandwidth enqueueReadBufferclpeak: Kernel Latencyshoc: OpenCL - Texture Read Bandwidthshoc: OpenCL - FFT SPshoc: OpenCL - MD5 Hashshoc: OpenCL - Triadjuliagpu: GPUGTX 1080GTX 1070GTX 1070 TiGTX 1080 TiTITAN RTXRTX 2080 TiRTX 2080RTX 2060RTX 2070GTX 1060RX Vega 64RX Vega 56RX 580RX 59017506861322641391031678011332922591432.723.971.100.13138032292162092227934297239812.5911.343.7752757514.1912.3023913132414306641172371261071567641162572281292.893.921.100.12172872051921871965878224168112.6011.333.6444745310.4712.1921817206214786451202371281031537551182622241312.934.011.160.13167762051901871976776242206812.5511.153.9243350111.6312.1922154801623337741673341941251878831673393301892.263.871.030.122168233733631732910853415326312.5711.293.9959697219.6812.51265162875327597721547426416024413362295566102891.643.690.740.1046022565489483525163865401484812.5811.163.851158155336.2812.68303665447310797121145825015624612912255376052731.643.690.750.1042787544439454505153525191490612.5911.293.831173144535.1312.68300922241225989316835419213321610451724004572031.923.780.810.112914639232332736810270343995212.5211.133.651121108323.7412.5727882923814847791342821481131888631333093471502.223.820.820.11213562962452472766630231670512.6011.293.65102480315.8712.43251611989172983015733317913219810081563763821891.933.680.750.10295323923133303657968266778012.4811.253.64107798818.4212.5726568204689955288.8518394.6286.9413459286.1119418094.083.664.171.310.13122561531391381454239151125212.5411.153.784112977.2811.93183782626856587120.03213119.9974.31184835119.06270279137.6213.725.324.210.173256515935622236212469833247944.3116.226.9642592216.397.54366159438758575109.03195106.6671.23178720106.65228263120.4413.475.284.180.173107915130520431710357698199744.9716.637.0135592712.707.5534648406464056376.5912860.9842.0413041469.0513319365.1813.545.304.180.17152711621791842066202392125244.9715.844.972115478.059.1028307885168359982.7113764.0445.6114445375.4114221868.6913.965.454.280.17172211781851932177069436141644.1915.924.692415709.169.36302623440OpenBenchmarking.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 590RX 580RX Vega 56RX Vega 64GTX 1060RTX 2070RTX 2060RTX 2080RTX 2080 TiTITAN RTXGTX 1080 TiGTX 1070 TiGTX 1070GTX 10807001400210028003500SE +/- 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 = 36836407588568991729148422593107327523331478143017501. (CXX) g++ options: -lpthread
OpenBenchmarking.orgNodes Per Second, More Is BetterLeelaChessZero 0.20.1Backend: OpenCLRX 590RX 580RX Vega 56RX Vega 64GTX 1060RTX 2070RTX 2060RTX 2080RTX 2080 TiTITAN RTXGTX 1080 TiGTX 1070 TiGTX 1070GTX 10806001200180024003000Min: 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: OpenCLRX 590RX 580RX Vega 56RX Vega 64GTX 1060RTX 2070RTX 2060RTX 2080RTX 2080 TiTITAN RTXGTX 1080 TiGTX 1070 TiGTX 1070GTX 10805101520253.623.744.382.735.979.277.5710.1315.1022.118.809.457.7711.81

OpenBenchmarking.orgCelsius, Fewer Is BetterLeelaChessZero 0.20.1GPU Temperature MonitorRX 590RX 580RX Vega 56RX Vega 64GTX 1060RTX 2070RTX 2060RTX 2080RTX 2080 TiTITAN RTXGTX 1080 TiGTX 1070 TiGTX 1070GTX 10801428425670Min: 37 / Avg: 50.65 / Max: 67Min: 27 / Avg: 45.13 / Max: 61Min: 28 / Avg: 41.93 / Max: 60Min: 46 / Avg: 64.5 / Max: 72Min: 38 / Avg: 51.69 / Max: 59Min: 33 / Avg: 44.86 / Max: 52Min: 39 / Avg: 50.33 / Max: 58Min: 57 / Avg: 66.29 / Max: 73Min: 50 / Avg: 55.6 / Max: 60Min: 34 / Avg: 36.91 / Max: 47Min: 41 / Avg: 51.43 / Max: 61Min: 46 / Avg: 50.13 / Max: 53Min: 35 / Avg: 46.2 / Max: 55Min: 32 / Avg: 40.8 / Max: 58

OpenBenchmarking.orgWatts, Fewer Is BetterLeelaChessZero 0.20.1System Power Consumption MonitorRX 590RX 580RX Vega 56RX Vega 64GTX 1060RTX 2070RTX 2060RTX 2080RTX 2080 TiTITAN RTXGTX 1080 TiGTX 1070 TiGTX 1070GTX 108060120180240300Min: 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: OpenCLRX 590RX 580RX Vega 56RX Vega 64GTX 1060RTX 2070RTX 2060RTX 2080RTX 2080 TiTITAN RTXGTX 1080 TiGTX 1070 TiGTX 1070GTX 10802004006008001000SE +/- 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 = 3599563575587552830779893971977774645664686
OpenBenchmarking.orgExamples Per Second, More Is BetterPlaidMLFP16: Yes - Mode: Inference - Network: Mobilenet - Device: OpenCLRX 590RX 580RX Vega 56RX Vega 64GTX 1060RTX 2070RTX 2060RTX 2080RTX 2080 TiTITAN RTXGTX 1080 TiGTX 1070 TiGTX 1070GTX 10802004006008001000Min: 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: OpenCLRX 590RX 580RX Vega 56RX Vega 64GTX 1060RTX 2070RTX 2060RTX 2080RTX 2080 TiTITAN RTXGTX 1080 TiGTX 1070 TiGTX 1070GTX 108036912154.745.146.238.485.128.876.416.8210.288.825.196.577.227.34

OpenBenchmarking.orgCelsius, Fewer Is BetterPlaidMLGPU Temperature MonitorRX 590RX 580RX Vega 56RX Vega 64GTX 1060RTX 2070RTX 2060RTX 2080RTX 2080 TiTITAN RTXGTX 1080 TiGTX 1070 TiGTX 1070GTX 10801224364860Min: 45 / Avg: 48.88 / Max: 53Min: 38 / Avg: 42 / Max: 47Min: 40 / Avg: 42.75 / Max: 46Min: 49 / Avg: 50.83 / Max: 54Min: 49 / Avg: 50 / Max: 51Min: 45 / Avg: 46.75 / Max: 48Min: 46 / Avg: 47.75 / Max: 50Min: 61 / Avg: 61.67 / Max: 62Min: 52 / Avg: 52.5 / Max: 53Min: 41 / Avg: 41.5 / Max: 42Min: 56 / Avg: 56.67 / Max: 57Min: 46 / Avg: 47 / Max: 48Min: 47 / Avg: 49.5 / Max: 51Min: 47 / Avg: 49.75 / Max: 51

OpenBenchmarking.orgWatts, Fewer Is BetterPlaidMLSystem Power Consumption MonitorRX 590RX 580RX Vega 56RX Vega 64GTX 1060RTX 2070RTX 2060RTX 2080RTX 2080 TiTITAN RTXGTX 1080 TiGTX 1070 TiGTX 1070GTX 10804080120160200Min: 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: OpenCLRX 590RX 580RX Vega 56RX Vega 64GTX 1060RTX 2070RTX 2060RTX 2080RTX 2080 TiTITAN RTXGTX 1080 TiGTX 1070 TiGTX 1070GTX 108050100150200250SE +/- 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 = 382.7176.59109.03120.0388.85157.00134.00168.00211.00215.00167.00120.00117.00132.00
OpenBenchmarking.orgExamples Per Second, More Is BetterPlaidMLFP16: Yes - Mode: Inference - Network: Inception V3 - Device: OpenCLRX 590RX 580RX Vega 56RX Vega 64GTX 1060RTX 2070RTX 2060RTX 2080RTX 2080 TiTITAN RTXGTX 1080 TiGTX 1070 TiGTX 1070GTX 10804080120160200Min: 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: OpenCLRX 590RX 580RX Vega 56RX Vega 64GTX 1060RTX 2070RTX 2060RTX 2080RTX 2080 TiTITAN RTXGTX 1080 TiGTX 1070 TiGTX 1070GTX 10800.2880.5760.8641.1521.440.510.520.740.660.671.070.921.081.121.280.820.900.760.78

OpenBenchmarking.orgCelsius, Fewer Is BetterPlaidMLGPU Temperature MonitorRX 590RX 580RX Vega 56RX Vega 64GTX 1060RTX 2070RTX 2060RTX 2080RTX 2080 TiTITAN RTXGTX 1080 TiGTX 1070 TiGTX 1070GTX 10801428425670Min: 40 / Avg: 50.41 / Max: 60Min: 33 / Avg: 42.3 / Max: 50Min: 39 / Avg: 50.92 / Max: 65Min: 47 / Avg: 59.05 / Max: 70Min: 45 / Avg: 52 / Max: 57Min: 42 / Avg: 48.08 / Max: 55Min: 43 / Avg: 49.73 / Max: 56Min: 56 / Avg: 61.08 / Max: 66Min: 49 / Avg: 52.45 / Max: 57Min: 39 / Avg: 44.46 / Max: 52Min: 55 / Avg: 59.71 / Max: 66Min: 43 / Avg: 45.94 / Max: 49Min: 48 / Avg: 54.81 / Max: 60Min: 51 / Avg: 57.64 / Max: 63

OpenBenchmarking.orgWatts, Fewer Is BetterPlaidMLSystem Power Consumption MonitorRX 590RX 580RX Vega 56RX Vega 64GTX 1060RTX 2070RTX 2060RTX 2080RTX 2080 TiTITAN RTXGTX 1080 TiGTX 1070 TiGTX 1070GTX 108050100150200250Min: 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: OpenCLRX 590RX 580RX Vega 56RX Vega 64GTX 1060RTX 2070RTX 2060RTX 2080RTX 2080 TiTITAN RTXGTX 1080 TiGTX 1070 TiGTX 1070GTX 1080100200300400500SE +/- 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 = 3137128195213183333282354458474334237237264
OpenBenchmarking.orgExamples Per Second, More Is BetterPlaidMLFP16: Yes - Mode: Inference - Network: ResNet 50 - Device: OpenCLRX 590RX 580RX Vega 56RX Vega 64GTX 1060RTX 2070RTX 2060RTX 2080RTX 2080 TiTITAN RTXGTX 1080 TiGTX 1070 TiGTX 1070GTX 108080160240320400Min: 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: OpenCLRX 590RX 580RX Vega 56RX Vega 64GTX 1060RTX 2070RTX 2060RTX 2080RTX 2080 TiTITAN RTXGTX 1080 TiGTX 1070 TiGTX 1070GTX 10800.66381.32761.99142.65523.3190.890.911.381.241.492.511.962.392.952.921.782.081.761.62

OpenBenchmarking.orgCelsius, Fewer Is BetterPlaidMLGPU Temperature MonitorRX 590RX 580RX Vega 56RX Vega 64GTX 1060RTX 2070RTX 2060RTX 2080RTX 2080 TiTITAN RTXGTX 1080 TiGTX 1070 TiGTX 1070GTX 10801326395265Min: 44 / Avg: 51.33 / Max: 58Min: 35 / Avg: 41.89 / Max: 48Min: 52 / Avg: 59.73 / Max: 67Min: 52 / Avg: 59.71 / Max: 67Min: 47 / Avg: 50.92 / Max: 55Min: 46 / Avg: 48.78 / Max: 53Min: 46 / Avg: 50.9 / Max: 56Min: 58 / Avg: 61.6 / Max: 65Min: 49 / Avg: 51.2 / Max: 55Min: 44 / Avg: 46.33 / Max: 52Min: 59 / Avg: 61.1 / Max: 64Min: 43 / Avg: 45.8 / Max: 48Min: 54 / Avg: 57.18 / Max: 61Min: 58 / Avg: 60 / Max: 63

OpenBenchmarking.orgWatts, Fewer Is BetterPlaidMLSystem Power Consumption MonitorRX 590RX 580RX Vega 56RX Vega 64GTX 1060RTX 2070RTX 2060RTX 2080RTX 2080 TiTITAN RTXGTX 1080 TiGTX 1070 TiGTX 1070GTX 108060120180240300Min: 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: OpenCLRX 590RX 580RX Vega 56RX Vega 64GTX 1060RTX 2070RTX 2060RTX 2080RTX 2080 TiTITAN RTXGTX 1080 TiGTX 1070 TiGTX 1070GTX 108060120180240300SE +/- 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 = 364.0460.98106.66119.9994.62179.00148.00192.00250.00264.00194.00128.00126.00139.00
OpenBenchmarking.orgExamples Per Second, More Is BetterPlaidMLFP16: Yes - Mode: Inference - Network: VGG16 - Device: OpenCLRX 590RX 580RX Vega 56RX Vega 64GTX 1060RTX 2070RTX 2060RTX 2080RTX 2080 TiTITAN RTXGTX 1080 TiGTX 1070 TiGTX 1070GTX 108050100150200250Min: 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: OpenCLRX 590RX 580RX Vega 56RX Vega 64GTX 1060RTX 2070RTX 2060RTX 2080RTX 2080 TiTITAN RTXGTX 1080 TiGTX 1070 TiGTX 1070GTX 10800.33750.6751.01251.351.68750.390.410.700.550.721.271.081.211.381.501.081.020.920.80

OpenBenchmarking.orgCelsius, Fewer Is BetterPlaidMLGPU Temperature MonitorRX 590RX 580RX Vega 56RX Vega 64GTX 1060RTX 2070RTX 2060RTX 2080RTX 2080 TiTITAN RTXGTX 1080 TiGTX 1070 TiGTX 1070GTX 10801428425670Min: 42 / Avg: 53.46 / Max: 61Min: 31 / Avg: 42.94 / Max: 51Min: 52 / Avg: 59.68 / Max: 69Min: 55 / Avg: 63.35 / Max: 70Min: 43 / Avg: 51.9 / Max: 59Min: 42 / Avg: 48.87 / Max: 56Min: 43 / Avg: 50.75 / Max: 59Min: 53 / Avg: 59.79 / Max: 68Min: 46 / Avg: 51 / Max: 57Min: 42 / Avg: 47.33 / Max: 54Min: 53 / Avg: 60.07 / Max: 67Min: 41 / Avg: 45.18 / Max: 50Min: 49 / Avg: 56.06 / Max: 63Min: 52 / Avg: 58.85 / Max: 65

OpenBenchmarking.orgWatts, Fewer Is BetterPlaidMLSystem Power Consumption MonitorRX 590RX 580RX Vega 56RX Vega 64GTX 1060RTX 2070RTX 2060RTX 2080RTX 2080 TiTITAN RTXGTX 1080 TiGTX 1070 TiGTX 1070GTX 108060120180240300Min: 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: Mobilenet - Device: OpenCLRX 590RX 580RX Vega 56RX Vega 64GTX 1060RTX 2070RTX 2060RTX 2080RTX 2080 TiTITAN RTXGTX 1080 TiGTX 1070 TiGTX 1070GTX 10804080120160200SE +/- 0.02, N = 3SE +/- 0.04, N = 3SE +/- 0.03, N = 3SE +/- 0.17, N = 3SE +/- 0.03, N = 3SE +/- 0.18, N = 3SE +/- 0.11, N = 3SE +/- 0.21, N = 3SE +/- 0.10, N = 3SE +/- 0.19, N = 3SE +/- 0.18, N = 3SE +/- 0.03, N = 3SE +/- 0.15, N = 3SE +/- 0.07, N = 345.6142.0471.2374.3186.94132.00113.00133.00156.00160.00125.00103.00107.00103.00
OpenBenchmarking.orgExamples Per Second, More Is BetterPlaidMLFP16: No - Mode: Training - Network: Mobilenet - Device: OpenCLRX 590RX 580RX Vega 56RX Vega 64GTX 1060RTX 2070RTX 2060RTX 2080RTX 2080 TiTITAN RTXGTX 1080 TiGTX 1070 TiGTX 1070GTX 1080306090120150Min: 45.59 / Avg: 45.61 / Max: 45.65Min: 41.98 / Avg: 42.04 / Max: 42.12Min: 71.17 / Avg: 71.23 / Max: 71.25Min: 74.08 / Avg: 74.31 / Max: 74.64Min: 86.89 / Avg: 86.94 / Max: 86.97Min: 131.66 / Avg: 131.97 / Max: 132.29Min: 112.47 / Avg: 112.61 / Max: 112.83Min: 132.99 / Avg: 133.25 / Max: 133.68Min: 155.76 / Avg: 155.89 / Max: 156.08Min: 159.74 / Avg: 160.07 / Max: 160.41Min: 125.21 / Avg: 125.45 / Max: 125.8Min: 102.73 / Avg: 102.78 / Max: 102.84Min: 107.12 / Avg: 107.4 / Max: 107.66Min: 102.56 / Avg: 102.63 / Max: 102.77

OpenBenchmarking.orgExamples Per Second Per Watt, More Is BetterPlaidMLFP16: No - Mode: Training - Network: Mobilenet - Device: OpenCLRX 590RX 580RX Vega 56RX Vega 64GTX 1060RTX 2070RTX 2060RTX 2080RTX 2080 TiTITAN RTXGTX 1080 TiGTX 1070 TiGTX 1070GTX 10800.25430.50860.76291.01721.27150.340.350.570.480.871.091.021.011.130.981.031.030.850.67

OpenBenchmarking.orgCelsius, Fewer Is BetterPlaidMLGPU Temperature MonitorRX 590RX 580RX Vega 56RX Vega 64GTX 1060RTX 2070RTX 2060RTX 2080RTX 2080 TiTITAN RTXGTX 1080 TiGTX 1070 TiGTX 1070GTX 10801326395265Min: 42 / Avg: 49 / Max: 56Min: 30 / Avg: 37.96 / Max: 46Min: 40 / Avg: 49.89 / Max: 64Min: 45 / Avg: 55.21 / Max: 65Min: 41 / Avg: 47.52 / Max: 54Min: 42 / Avg: 47.65 / Max: 53Min: 43 / Avg: 48.84 / Max: 55Min: 52 / Avg: 58.56 / Max: 66Min: 44 / Avg: 48.59 / Max: 53Min: 43 / Avg: 48.07 / Max: 53Min: 44 / Avg: 53.18 / Max: 61Min: 38 / Avg: 42.62 / Max: 46Min: 51 / Avg: 56.59 / Max: 60Min: 60 / Avg: 61.64 / Max: 63

OpenBenchmarking.orgWatts, Fewer Is BetterPlaidMLSystem Power Consumption MonitorRX 590RX 580RX Vega 56RX Vega 64GTX 1060RTX 2070RTX 2060RTX 2080RTX 2080 TiTITAN RTXGTX 1080 TiGTX 1070 TiGTX 1070GTX 10804080120160200Min: 78.7 / Avg: 135.11 / Max: 174.8Min: 73.6 / Avg: 119.65 / Max: 155.1Min: 49.7 / Avg: 124.48 / Max: 221.8Min: 75.8 / Avg: 156.29 / Max: 240.3Min: 43.2 / Avg: 99.8 / Max: 140.7Min: 49.9 / Avg: 120.6 / Max: 185.8Min: 47.3 / Avg: 110.84 / Max: 168.5Min: 48 / Avg: 132.2 / Max: 198.2Min: 48.4 / Avg: 137.54 / Max: 235.7Min: 56 / Avg: 163.54 / Max: 245.3Min: 47.2 / Avg: 121.72 / Max: 213.3Min: 48.1 / Avg: 99.69 / Max: 140.6Min: 48.4 / Avg: 126.46 / Max: 165Min: 91.7 / Avg: 152.84 / Max: 169.4

OpenBenchmarking.orgExamples Per Second, More Is BetterPlaidMLFP16: No - Mode: Training - Network: IMDB LSTM - Device: OpenCLRX 590RX 580RX Vega 56RX Vega 64GTX 1060RTX 2070RTX 2060RTX 2080RTX 2080 TiTITAN RTXGTX 1080 TiGTX 1070 TiGTX 1070GTX 108050100150200250SE +/- 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 = 3144130178184134198188216246244187153156167
OpenBenchmarking.orgExamples Per Second, More Is BetterPlaidMLFP16: No - Mode: Training - Network: IMDB LSTM - Device: OpenCLRX 590RX 580RX Vega 56RX Vega 64GTX 1060RTX 2070RTX 2060RTX 2080RTX 2080 TiTITAN RTXGTX 1080 TiGTX 1070 TiGTX 1070GTX 10804080120160200Min: 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: OpenCLRX 590RX 580RX Vega 56RX Vega 64GTX 1060RTX 2070RTX 2060RTX 2080RTX 2080 TiTITAN RTXGTX 1080 TiGTX 1070 TiGTX 1070GTX 10800.36450.7291.09351.4581.82250.950.891.071.111.081.561.621.561.541.601.141.241.141.14

OpenBenchmarking.orgCelsius, Fewer Is BetterPlaidMLGPU Temperature MonitorRX 590RX 580RX Vega 56RX Vega 64GTX 1060RTX 2070RTX 2060RTX 2080RTX 2080 TiTITAN RTXGTX 1080 TiGTX 1070 TiGTX 1070GTX 10801326395265Min: 46 / Avg: 53.31 / Max: 59Min: 34 / Avg: 42.71 / Max: 48Min: 49 / Avg: 56.67 / Max: 63Min: 51 / Avg: 58.38 / Max: 64Min: 44 / Avg: 49.23 / Max: 54Min: 41 / Avg: 45.18 / Max: 49Min: 40 / Avg: 45 / Max: 50Min: 50 / Avg: 54.64 / Max: 59Min: 52 / Avg: 53.5 / Max: 56Min: 52 / Avg: 53.8 / Max: 56Min: 59 / Avg: 61.75 / Max: 63Min: 39 / Avg: 42.75 / Max: 45Min: 51 / Avg: 55.42 / Max: 59Min: 53 / Avg: 57.58 / Max: 61

OpenBenchmarking.orgWatts, Fewer Is BetterPlaidMLSystem Power Consumption MonitorRX 590RX 580RX Vega 56RX Vega 64GTX 1060RTX 2070RTX 2060RTX 2080RTX 2080 TiTITAN RTXGTX 1080 TiGTX 1070 TiGTX 1070GTX 108050100150200250Min: 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: OpenCLRX 590RX 580RX Vega 56RX Vega 64GTX 1060RTX 2070RTX 2060RTX 2080RTX 2080 TiTITAN RTXGTX 1080 TiGTX 1070 TiGTX 1070GTX 108030060090012001500SE +/- 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 = 34534147208355921008863104512911336883755764801
OpenBenchmarking.orgExamples Per Second, More Is BetterPlaidMLFP16: No - Mode: Inference - Network: Mobilenet - Device: OpenCLRX 590RX 580RX Vega 56RX Vega 64GTX 1060RTX 2070RTX 2060RTX 2080RTX 2080 TiTITAN RTXGTX 1080 TiGTX 1070 TiGTX 1070GTX 10802004006008001000Min: 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: OpenCLRX 590RX 580RX Vega 56RX Vega 64GTX 1060RTX 2070RTX 2060RTX 2080RTX 2080 TiTITAN RTXGTX 1080 TiGTX 1070 TiGTX 1070GTX 108036912153.293.625.827.477.728.709.0010.678.456.677.028.067.125.42

OpenBenchmarking.orgCelsius, Fewer Is BetterPlaidMLGPU Temperature MonitorRX 590RX 580RX Vega 56RX Vega 64GTX 1060RTX 2070RTX 2060RTX 2080RTX 2080 TiTITAN RTXGTX 1080 TiGTX 1070 TiGTX 1070GTX 10801326395265Min: 47 / Avg: 51.5 / Max: 56Min: 36 / Avg: 40.83 / Max: 46Min: 51 / Avg: 52.8 / Max: 57Min: 54 / Avg: 55.6 / Max: 59Min: 41 / Avg: 45.25 / Max: 47Min: 55 / Avg: 55 / Max: 55Min: 39 / Avg: 44.25 / Max: 48Min: 66 / Avg: 66 / Max: 66Min: 54 / Avg: 55.67 / Max: 58Min: 55 / Avg: 55 / Max: 55Min: 63 / Avg: 64 / Max: 65Min: 48 / Avg: 48 / Max: 48Min: 59 / Avg: 60.33 / Max: 61Min: 62 / Avg: 62 / Max: 62

OpenBenchmarking.orgWatts, Fewer Is BetterPlaidMLSystem Power Consumption MonitorRX 590RX 580RX Vega 56RX Vega 64GTX 1060RTX 2070RTX 2060RTX 2080RTX 2080 TiTITAN RTXGTX 1080 TiGTX 1070 TiGTX 1070GTX 108050100150200250Min: 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: Inception V3 - Device: OpenCLRX 590RX 580RX Vega 56RX Vega 64GTX 1060RTX 2070RTX 2060RTX 2080RTX 2080 TiTITAN RTXGTX 1080 TiGTX 1070 TiGTX 1070GTX 108050100150200250SE +/- 0.06, N = 3SE +/- 0.11, N = 3SE +/- 0.00, N = 3SE +/- 0.40, N = 3SE +/- 0.03, N = 3SE +/- 0.02, N = 3SE +/- 0.07, N = 3SE +/- 0.13, N = 3SE +/- 0.38, N = 3SE +/- 0.53, N = 3SE +/- 0.28, N = 3SE +/- 0.18, N = 3SE +/- 0.07, N = 3SE +/- 0.08, N = 375.4169.05106.65119.0686.11156.00133.00172.00225.00229.00167.00118.00116.00133.00
OpenBenchmarking.orgExamples Per Second, More Is BetterPlaidMLFP16: No - Mode: Inference - Network: Inception V3 - Device: OpenCLRX 590RX 580RX Vega 56RX Vega 64GTX 1060RTX 2070RTX 2060RTX 2080RTX 2080 TiTITAN RTXGTX 1080 TiGTX 1070 TiGTX 1070GTX 10804080120160200Min: 75.3 / Avg: 75.41 / Max: 75.51Min: 68.87 / Avg: 69.05 / Max: 69.24Min: 106.64 / Avg: 106.65 / Max: 106.65Min: 118.37 / Avg: 119.06 / Max: 119.74Min: 86.05 / Avg: 86.11 / Max: 86.17Min: 156.39 / Avg: 156.41 / Max: 156.45Min: 133.25 / Avg: 133.38 / Max: 133.48Min: 171.98 / Avg: 172.21 / Max: 172.43Min: 223.99 / Avg: 224.61 / Max: 225.31Min: 227.82 / Avg: 228.71 / Max: 229.66Min: 166.55 / Avg: 166.93 / Max: 167.49Min: 117.21 / Avg: 117.56 / Max: 117.8Min: 115.89 / Avg: 115.99 / Max: 116.12Min: 132.58 / Avg: 132.67 / Max: 132.83

OpenBenchmarking.orgExamples Per Second Per Watt, More Is BetterPlaidMLFP16: No - Mode: Inference - Network: Inception V3 - Device: OpenCLRX 590RX 580RX Vega 56RX Vega 64GTX 1060RTX 2070RTX 2060RTX 2080RTX 2080 TiTITAN RTXGTX 1080 TiGTX 1070 TiGTX 1070GTX 10800.27230.54460.81691.08921.36150.420.440.620.690.610.980.841.031.211.190.810.830.740.79

OpenBenchmarking.orgCelsius, Fewer Is BetterPlaidMLGPU Temperature MonitorRX 590RX 580RX Vega 56RX Vega 64GTX 1060RTX 2070RTX 2060RTX 2080RTX 2080 TiTITAN RTXGTX 1080 TiGTX 1070 TiGTX 1070GTX 10801326395265Min: 44 / Avg: 55.88 / Max: 64Min: 33 / Avg: 45.16 / Max: 54Min: 50 / Avg: 58.4 / Max: 68Min: 50 / Avg: 59.52 / Max: 69Min: 44 / Avg: 52.44 / Max: 59Min: 49 / Avg: 54.67 / Max: 60Min: 40 / Avg: 48.69 / Max: 56Min: 57 / Avg: 63.18 / Max: 68Min: 52 / Avg: 54.78 / Max: 59Min: 51 / Avg: 55.27 / Max: 60Min: 60 / Avg: 64.36 / Max: 69Min: 43 / Avg: 47.13 / Max: 50Min: 58 / Avg: 61.79 / Max: 65Min: 58 / Avg: 63.21 / Max: 68

OpenBenchmarking.orgWatts, Fewer Is BetterPlaidMLSystem Power Consumption MonitorRX 590RX 580RX Vega 56RX Vega 64GTX 1060RTX 2070RTX 2060RTX 2080RTX 2080 TiTITAN RTXGTX 1080 TiGTX 1070 TiGTX 1070GTX 108060120180240300Min: 79.3 / Avg: 178.28 / Max: 235.4Min: 71.3 / Avg: 157.31 / Max: 201.8Min: 78.5 / Avg: 172.43 / Max: 257.5Min: 50.9 / Avg: 173.75 / Max: 315.1Min: 70.6 / Avg: 141.88 / Max: 164.5Min: 47.5 / Avg: 159.79 / Max: 224.3Min: 45.2 / Avg: 158.66 / Max: 201.6Min: 50.1 / Avg: 167.47 / Max: 240.9Min: 49.3 / Avg: 185.12 / Max: 298.3Min: 63.8 / Avg: 192.88 / Max: 301.5Min: 123.8 / Avg: 205.47 / Max: 275.7Min: 50 / Avg: 141.65 / Max: 161.4Min: 85.2 / Avg: 157.11 / Max: 185.1Min: 91.6 / Avg: 167.52 / Max: 214.9

OpenBenchmarking.orgExamples Per Second, More Is BetterPlaidMLFP16: No - Mode: Inference - Network: ResNet 50 - Device: OpenCLRX 590RX 580RX Vega 56RX Vega 64GTX 1060RTX 2070RTX 2060RTX 2080RTX 2080 TiTITAN RTXGTX 1080 TiGTX 1070 TiGTX 1070GTX 1080120240360480600SE +/- 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 = 3142133228270194376309400537556339262257292
OpenBenchmarking.orgExamples Per Second, More Is BetterPlaidMLFP16: No - Mode: Inference - Network: ResNet 50 - Device: OpenCLRX 590RX 580RX Vega 56RX Vega 64GTX 1060RTX 2070RTX 2060RTX 2080RTX 2080 TiTITAN RTXGTX 1080 TiGTX 1070 TiGTX 1070GTX 1080100200300400500Min: 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: OpenCLRX 590RX 580RX Vega 56RX Vega 64GTX 1060RTX 2070RTX 2060RTX 2080RTX 2080 TiTITAN RTXGTX 1080 TiGTX 1070 TiGTX 1070GTX 10800.69981.39962.09942.79923.4990.880.921.511.521.592.442.302.513.112.861.821.941.771.92

OpenBenchmarking.orgCelsius, Fewer Is BetterPlaidMLGPU Temperature MonitorRX 590RX 580RX Vega 56RX Vega 64GTX 1060RTX 2070RTX 2060RTX 2080RTX 2080 TiTITAN RTXGTX 1080 TiGTX 1070 TiGTX 1070GTX 10801326395265Min: 47 / Avg: 54.23 / Max: 60Min: 37 / Avg: 44.64 / Max: 50Min: 49 / Avg: 55.36 / Max: 63Min: 48 / Avg: 54.5 / Max: 60Min: 50 / Avg: 54.8 / Max: 58Min: 50 / Avg: 53.44 / Max: 58Min: 46 / Avg: 50.11 / Max: 56Min: 59 / Avg: 62.38 / Max: 66Min: 51 / Avg: 53.29 / Max: 57Min: 52 / Avg: 54.86 / Max: 58Min: 61 / Avg: 63.11 / Max: 66Min: 44 / Avg: 46.22 / Max: 48Min: 56 / Avg: 59.9 / Max: 64Min: 60 / Avg: 62.5 / Max: 65

OpenBenchmarking.orgWatts, Fewer Is BetterPlaidMLSystem Power Consumption MonitorRX 590RX 580RX Vega 56RX Vega 64GTX 1060RTX 2070RTX 2060RTX 2080RTX 2080 TiTITAN RTXGTX 1080 TiGTX 1070 TiGTX 1070GTX 108060120180240300Min: 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: IMDB LSTM - Device: OpenCLRX 590RX 580RX Vega 56RX Vega 64GTX 1060RTX 2070RTX 2060RTX 2080RTX 2080 TiTITAN RTXGTX 1080 TiGTX 1070 TiGTX 1070GTX 1080130260390520650SE +/- 0.63, N = 3SE +/- 0.23, N = 3SE +/- 0.20, N = 3SE +/- 1.42, N = 3SE +/- 0.33, N = 3SE +/- 0.60, N = 3SE +/- 0.31, N = 3SE +/- 1.09, N = 3SE +/- 2.13, N = 3SE +/- 0.76, N = 3SE +/- 0.59, N = 3SE +/- 0.19, N = 3SE +/- 0.21, N = 3SE +/- 0.45, N = 3218193263279180382347457605610330224228259
OpenBenchmarking.orgExamples Per Second, More Is BetterPlaidMLFP16: No - Mode: Inference - Network: IMDB LSTM - Device: OpenCLRX 590RX 580RX Vega 56RX Vega 64GTX 1060RTX 2070RTX 2060RTX 2080RTX 2080 TiTITAN RTXGTX 1080 TiGTX 1070 TiGTX 1070GTX 1080110220330440550Min: 217.37 / Avg: 218.16 / Max: 219.4Min: 192.88 / Avg: 193.31 / Max: 193.66Min: 262.62 / Avg: 262.91 / Max: 263.3Min: 276.02 / Avg: 278.85 / Max: 280.41Min: 179.02 / Avg: 179.67 / Max: 180Min: 380.39 / Avg: 381.58 / Max: 382.33Min: 346.94 / Avg: 347.49 / Max: 348.01Min: 456.16 / Avg: 457.47 / Max: 459.63Min: 601.13 / Avg: 605.16 / Max: 608.37Min: 608.75 / Avg: 610.22 / Max: 611.33Min: 329.48 / Avg: 330.36 / Max: 331.47Min: 223.9 / Avg: 224.25 / Max: 224.53Min: 227.78 / Avg: 228.16 / Max: 228.5Min: 257.79 / Avg: 258.64 / Max: 259.34

OpenBenchmarking.orgExamples Per Second Per Watt, More Is BetterPlaidMLFP16: No - Mode: Inference - Network: IMDB LSTM - Device: OpenCLRX 590RX 580RX Vega 56RX Vega 64GTX 1060RTX 2070RTX 2060RTX 2080RTX 2080 TiTITAN RTXGTX 1080 TiGTX 1070 TiGTX 1070GTX 10800.77181.54362.31543.08723.8591.221.411.811.321.283.022.763.373.053.431.701.761.461.47

OpenBenchmarking.orgCelsius, Fewer Is BetterPlaidMLGPU Temperature MonitorRX 590RX 580RX Vega 56RX Vega 64GTX 1060RTX 2070RTX 2060RTX 2080RTX 2080 TiTITAN RTXGTX 1080 TiGTX 1070 TiGTX 1070GTX 10801326395265Min: 47 / Avg: 53.5 / Max: 58Min: 37 / Avg: 45.13 / Max: 49Min: 52 / Avg: 59.67 / Max: 64Min: 52 / Avg: 59.71 / Max: 65Min: 52 / Avg: 56.5 / Max: 59Min: 51 / Avg: 53.25 / Max: 55Min: 46 / Avg: 51.8 / Max: 55Min: 58 / Avg: 61.5 / Max: 64Min: 50 / Avg: 51.33 / Max: 53Min: 51 / Avg: 54 / Max: 58Min: 59 / Avg: 63 / Max: 66Min: 43 / Avg: 45.83 / Max: 48Min: 55 / Avg: 60 / Max: 64Min: 58 / Avg: 62 / Max: 65

OpenBenchmarking.orgWatts, Fewer Is BetterPlaidMLSystem Power Consumption MonitorRX 590RX 580RX Vega 56RX Vega 64GTX 1060RTX 2070RTX 2060RTX 2080RTX 2080 TiTITAN RTXGTX 1080 TiGTX 1070 TiGTX 1070GTX 108060120180240300Min: 78.3 / Avg: 178.69 / Max: 218.6Min: 72.7 / Avg: 136.8 / Max: 186.1Min: 49.4 / Avg: 145.38 / Max: 261.4Min: 88.8 / Avg: 211.83 / Max: 333.3Min: 71.5 / Avg: 140.59 / Max: 158.7Min: 46.5 / Avg: 126.45 / Max: 198.6Min: 45.1 / Avg: 125.88 / Max: 192.6Min: 47.4 / Avg: 135.75 / Max: 228.3Min: 48.3 / Avg: 198.43 / Max: 287.4Min: 52.5 / Avg: 178.13 / Max: 298.5Min: 50.4 / Avg: 194.3 / Max: 254.7Min: 48.9 / Avg: 127.46 / Max: 146.6Min: 43.1 / Avg: 156.77 / Max: 185.9Min: 115.7 / Avg: 176.49 / Max: 201.1

OpenBenchmarking.orgExamples Per Second, More Is BetterPlaidMLFP16: No - Mode: Inference - Network: VGG16 - Device: OpenCLRX 590RX 580RX Vega 56RX Vega 64GTX 1060RTX 2070RTX 2060RTX 2080RTX 2080 TiTITAN RTXGTX 1080 TiGTX 1070 TiGTX 1070GTX 108060120180240300SE +/- 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 = 368.6965.18120.44137.6294.08189.00150.00203.00273.00289.00189.00131.00129.00143.00
OpenBenchmarking.orgExamples Per Second, More Is BetterPlaidMLFP16: No - Mode: Inference - Network: VGG16 - Device: OpenCLRX 590RX 580RX Vega 56RX Vega 64GTX 1060RTX 2070RTX 2060RTX 2080RTX 2080 TiTITAN RTXGTX 1080 TiGTX 1070 TiGTX 1070GTX 108050100150200250Min: 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: OpenCLRX 590RX 580RX Vega 56RX Vega 64GTX 1060RTX 2070RTX 2060RTX 2080RTX 2080 TiTITAN RTXGTX 1080 TiGTX 1070 TiGTX 1070GTX 10800.29030.58060.87091.16121.45150.370.400.640.640.651.030.901.081.281.290.820.890.790.79

OpenBenchmarking.orgCelsius, Fewer Is BetterPlaidMLGPU Temperature MonitorRX 590RX 580RX Vega 56RX Vega 64GTX 1060RTX 2070RTX 2060RTX 2080RTX 2080 TiTITAN RTXGTX 1080 TiGTX 1070 TiGTX 1070GTX 10801428425670Min: 43 / Avg: 54.21 / Max: 59Min: 35 / Avg: 47.27 / Max: 53Min: 51 / Avg: 59.53 / Max: 66Min: 50 / Avg: 60.38 / Max: 68Min: 52 / Avg: 58.35 / Max: 62Min: 47 / Avg: 54.45 / Max: 60Min: 46 / Avg: 55.73 / Max: 61Min: 56 / Avg: 63.5 / Max: 70Min: 49 / Avg: 54.38 / Max: 59Min: 50 / Avg: 55.25 / Max: 61Min: 61 / Avg: 65.7 / Max: 70Min: 43 / Avg: 47.69 / Max: 50Min: 56 / Avg: 62.15 / Max: 66Min: 59 / Avg: 64.36 / Max: 68

OpenBenchmarking.orgWatts, Fewer Is BetterPlaidMLSystem Power Consumption MonitorRX 590RX 580RX Vega 56RX Vega 64GTX 1060RTX 2070RTX 2060RTX 2080RTX 2080 TiTITAN RTXGTX 1080 TiGTX 1070 TiGTX 1070GTX 108060120180240300Min: 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

Darktable

Darktable is an open-source photography / workflow application this will use any system-installed Darktable program or on Windows will automatically download the pre-built binary from the project. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterDarktable 2.4.4Test: Boat - Acceleration: OpenCLRX 590RX 580RX Vega 56RX Vega 64GTX 1060RTX 2070RTX 2060RTX 2080RTX 2080 TiTITAN RTXGTX 1080 TiGTX 1070 TiGTX 1070GTX 108048121620SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.02, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 313.9613.5413.4713.723.661.932.221.921.641.642.262.932.892.72
OpenBenchmarking.orgSeconds, Fewer Is BetterDarktable 2.4.4Test: Boat - Acceleration: OpenCLRX 590RX 580RX Vega 56RX Vega 64GTX 1060RTX 2070RTX 2060RTX 2080RTX 2080 TiTITAN RTXGTX 1080 TiGTX 1070 TiGTX 1070GTX 108048121620Min: 13.94 / Avg: 13.96 / Max: 13.99Min: 13.52 / Avg: 13.54 / Max: 13.55Min: 13.45 / Avg: 13.47 / Max: 13.5Min: 13.7 / Avg: 13.72 / Max: 13.74Min: 3.65 / Avg: 3.66 / Max: 3.67Min: 1.92 / Avg: 1.93 / Max: 1.94Min: 2.22 / Avg: 2.22 / Max: 2.23Min: 1.92 / Avg: 1.92 / Max: 1.93Min: 1.64 / Avg: 1.64 / Max: 1.65Min: 1.63 / Avg: 1.64 / Max: 1.64Min: 2.25 / Avg: 2.26 / Max: 2.27Min: 2.92 / Avg: 2.93 / Max: 2.94Min: 2.88 / Avg: 2.89 / Max: 2.89Min: 2.71 / Avg: 2.72 / Max: 2.73

OpenBenchmarking.orgSeconds, Fewer Is BetterDarktable 2.4.4Test: Masskrug - Acceleration: OpenCLRX 590RX 580RX Vega 56RX Vega 64GTX 1060RTX 2070RTX 2060RTX 2080RTX 2080 TiTITAN RTXGTX 1080 TiGTX 1070 TiGTX 1070GTX 10801.22632.45263.67894.90526.1315SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.02, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 35.455.305.285.324.173.683.823.783.693.693.874.013.923.97
OpenBenchmarking.orgSeconds, Fewer Is BetterDarktable 2.4.4Test: Masskrug - Acceleration: OpenCLRX 590RX 580RX Vega 56RX Vega 64GTX 1060RTX 2070RTX 2060RTX 2080RTX 2080 TiTITAN RTXGTX 1080 TiGTX 1070 TiGTX 1070GTX 1080246810Min: 5.43 / Avg: 5.45 / Max: 5.47Min: 5.3 / Avg: 5.3 / Max: 5.32Min: 5.27 / Avg: 5.28 / Max: 5.28Min: 5.3 / Avg: 5.32 / Max: 5.33Min: 4.16 / Avg: 4.17 / Max: 4.19Min: 3.65 / Avg: 3.68 / Max: 3.7Min: 3.81 / Avg: 3.82 / Max: 3.84Min: 3.78 / Avg: 3.78 / Max: 3.79Min: 3.66 / Avg: 3.69 / Max: 3.7Min: 3.67 / Avg: 3.69 / Max: 3.7Min: 3.85 / Avg: 3.87 / Max: 3.89Min: 3.99 / Avg: 4.01 / Max: 4.03Min: 3.91 / Avg: 3.92 / Max: 3.93Min: 3.97 / Avg: 3.97 / Max: 3.98

OpenBenchmarking.orgSeconds, Fewer Is BetterDarktable 2.4.4Test: Server Room - Acceleration: OpenCLRX 590RX 580RX Vega 56RX Vega 64GTX 1060RTX 2070RTX 2060RTX 2080RTX 2080 TiTITAN RTXGTX 1080 TiGTX 1070 TiGTX 1070GTX 10800.9631.9262.8893.8524.815SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.02, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 34.284.184.184.211.310.750.820.810.750.741.031.161.101.10
OpenBenchmarking.orgSeconds, Fewer Is BetterDarktable 2.4.4Test: Server Room - Acceleration: OpenCLRX 590RX 580RX Vega 56RX Vega 64GTX 1060RTX 2070RTX 2060RTX 2080RTX 2080 TiTITAN RTXGTX 1080 TiGTX 1070 TiGTX 1070GTX 1080246810Min: 4.27 / Avg: 4.28 / Max: 4.28Min: 4.17 / Avg: 4.18 / Max: 4.2Min: 4.18 / Avg: 4.18 / Max: 4.19Min: 4.2 / Avg: 4.21 / Max: 4.23Min: 1.3 / Avg: 1.31 / Max: 1.31Min: 0.75 / Avg: 0.75 / Max: 0.75Min: 0.82 / Avg: 0.82 / Max: 0.82Min: 0.81 / Avg: 0.81 / Max: 0.81Min: 0.74 / Avg: 0.75 / Max: 0.75Min: 0.73 / Avg: 0.74 / Max: 0.75Min: 1.01 / Avg: 1.03 / Max: 1.06Min: 1.15 / Avg: 1.16 / Max: 1.16Min: 1.1 / Avg: 1.1 / Max: 1.1Min: 1.1 / Avg: 1.1 / Max: 1.11

OpenBenchmarking.orgSeconds, Fewer Is BetterDarktable 2.4.4Test: Server Rack - Acceleration: OpenCLRX 590RX 580RX Vega 56RX Vega 64GTX 1060RTX 2070RTX 2060RTX 2080RTX 2080 TiTITAN RTXGTX 1080 TiGTX 1070 TiGTX 1070GTX 10800.03830.07660.11490.15320.1915SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 30.170.170.170.170.130.100.110.110.100.100.120.130.120.13
OpenBenchmarking.orgSeconds, Fewer Is BetterDarktable 2.4.4Test: Server Rack - Acceleration: OpenCLRX 590RX 580RX Vega 56RX Vega 64GTX 1060RTX 2070RTX 2060RTX 2080RTX 2080 TiTITAN RTXGTX 1080 TiGTX 1070 TiGTX 1070GTX 108012345Min: 0.17 / Avg: 0.17 / Max: 0.18Min: 0.17 / Avg: 0.17 / Max: 0.17Min: 0.17 / Avg: 0.17 / Max: 0.17Min: 0.17 / Avg: 0.17 / Max: 0.17Min: 0.13 / Avg: 0.13 / Max: 0.13Min: 0.1 / Avg: 0.1 / Max: 0.11Min: 0.11 / Avg: 0.11 / Max: 0.11Min: 0.11 / Avg: 0.11 / Max: 0.11Min: 0.1 / Avg: 0.1 / Max: 0.11Min: 0.1 / Avg: 0.1 / Max: 0.11Min: 0.12 / Avg: 0.12 / Max: 0.12Min: 0.13 / Avg: 0.13 / Max: 0.13Min: 0.12 / Avg: 0.12 / Max: 0.13Min: 0.12 / Avg: 0.13 / Max: 0.13

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 HDRRX 590RX 580RX Vega 56RX Vega 64GTX 1060RTX 2070RTX 2060RTX 2080RTX 2080 TiTITAN RTXGTX 1080 TiGTX 1070 TiGTX 1070GTX 108010K20K30K40K50KSE +/- 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 = 31722115271310793256512256295322135629146427874602221682167761728713803
OpenBenchmarking.orgScore, More Is BetterLuxMark 3.1OpenCL Device: GPU - Scene: Luxball HDRRX 590RX 580RX Vega 56RX Vega 64GTX 1060RTX 2070RTX 2060RTX 2080RTX 2080 TiTITAN RTXGTX 1080 TiGTX 1070 TiGTX 1070GTX 10808K16K24K32K40KMin: 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 HDRRX 590RX 580RX Vega 56RX Vega 64GTX 1060RTX 2070RTX 2060RTX 2080RTX 2080 TiTITAN RTXGTX 1080 TiGTX 1070 TiGTX 1070GTX 108030609012015078.9080.53120.5898.8985.53131.09110.80123.99133.42137.5489.34114.1698.4879.42

OpenBenchmarking.orgCelsius, Fewer Is BetterLuxMark 3.1GPU Temperature MonitorRX 590RX 580RX Vega 56RX Vega 64GTX 1060RTX 2070RTX 2060RTX 2080RTX 2080 TiTITAN RTXGTX 1080 TiGTX 1070 TiGTX 1070GTX 10801632486480Min: 44 / Avg: 65.27 / Max: 73Min: 29 / Avg: 55.16 / Max: 60Min: 44 / Avg: 69.66 / Max: 74Min: 43 / Avg: 79.26 / Max: 86Min: 43 / Avg: 58.4 / Max: 61Min: 47 / Avg: 67.5 / Max: 72Min: 49 / Avg: 63.65 / Max: 67Min: 48 / Avg: 75.04 / Max: 79Min: 49 / Avg: 69.88 / Max: 74Min: 44 / Avg: 71.96 / Max: 78Min: 56 / Avg: 72.55 / Max: 75Min: 41 / Avg: 48.91 / Max: 51Min: 54 / Avg: 67.07 / Max: 70Min: 49 / Avg: 64.55 / Max: 67

OpenBenchmarking.orgWatts, Fewer Is BetterLuxMark 3.1System Power Consumption MonitorRX 590RX 580RX Vega 56RX Vega 64GTX 1060RTX 2070RTX 2060RTX 2080RTX 2080 TiTITAN RTXGTX 1080 TiGTX 1070 TiGTX 1070GTX 108060120180240300Min: 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

cl-mem

A basic OpenCL memory benchmark. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgGB/s, More Is Bettercl-mem 2017-01-13Benchmark: ReadRX 590RX 580RX Vega 56RX Vega 64GTX 1060RTX 2070RTX 2060RTX 2080RTX 2080 TiTITAN RTXGTX 1080 TiGTX 1070 TiGTX 1070GTX 1080120240360480600SE +/- 0.58, N = 3SE +/- 0.15, N = 3SE +/- 0.06, N = 3SE +/- 0.18, N = 3SE +/- 0.17, N = 3SE +/- 1.98, N = 3SE +/- 0.15, N = 3SE +/- 1.81, N = 3SE +/- 0.50, N = 3SE +/- 0.38, N = 3SE +/- 0.52, N = 3SE +/- 0.27, N = 3SE +/- 0.09, N = 3SE +/- 0.18, N = 31781621511591533922963925445653372052052291. (CC) gcc options: -O2 -flto -lOpenCL
OpenBenchmarking.orgGB/s, More Is Bettercl-mem 2017-01-13Benchmark: ReadRX 590RX 580RX Vega 56RX Vega 64GTX 1060RTX 2070RTX 2060RTX 2080RTX 2080 TiTITAN RTXGTX 1080 TiGTX 1070 TiGTX 1070GTX 1080100200300400500Min: 177.2 / Avg: 177.83 / Max: 179Min: 161.5 / Avg: 161.77 / Max: 162Min: 150.9 / Avg: 151 / Max: 151.1Min: 158.7 / Avg: 159.03 / Max: 159.3Min: 152.5 / Avg: 152.67 / Max: 153Min: 388.2 / Avg: 392.1 / Max: 394.6Min: 296.1 / Avg: 296.3 / Max: 296.6Min: 388.5 / Avg: 391.87 / Max: 394.7Min: 543.5 / Avg: 544 / Max: 545Min: 565 / Avg: 565.43 / Max: 566.2Min: 336.4 / Avg: 337.37 / Max: 338.2Min: 204.2 / Avg: 204.73 / Max: 205.1Min: 205.1 / Avg: 205.27 / Max: 205.4Min: 228.6 / Avg: 228.93 / Max: 229.21. (CC) gcc options: -O2 -flto -lOpenCL

OpenBenchmarking.orgGB/s Per Watt, More Is Bettercl-mem 2017-01-13Benchmark: ReadRX 590RX 580RX Vega 56RX Vega 64GTX 1060RTX 2070RTX 2060RTX 2080TITAN RTXGTX 1080 TiGTX 1070 TiGTX 1070GTX 10800.81451.6292.44353.2584.07251.011.120.990.751.332.692.342.653.622.091.691.591.54

OpenBenchmarking.orgCelsius, Fewer Is Bettercl-mem 2017-01-13GPU Temperature MonitorRX 590RX 580RX Vega 56RX Vega 64GTX 1060RTX 2070RTX 2060RTX 2080RTX 2080 TiTITAN RTXGTX 1080 TiGTX 1070 TiGTX 1070GTX 10801428425670Min: 59 / Avg: 64 / Max: 66Min: 47 / Avg: 52 / Max: 53Min: 64 / Avg: 66 / Max: 68Min: 61 / Avg: 66.4 / Max: 69Min: 54 / Avg: 55.88 / Max: 57Min: 60 / Avg: 62 / Max: 63Min: 56 / Avg: 58.5 / Max: 60Min: 67 / Avg: 68.67 / Max: 70Min: 66 / Avg: 67 / Max: 68Min: 66 / Avg: 68.33 / Max: 70Min: 68 / Avg: 68.33 / Max: 69Min: 47 / Avg: 47 / Max: 47Min: 64 / Avg: 64.8 / Max: 66Min: 63 / Avg: 64.17 / Max: 65

OpenBenchmarking.orgWatts, Fewer Is Bettercl-mem 2017-01-13System Power Consumption MonitorRX 590RX 580RX Vega 56RX Vega 64GTX 1060RTX 2070RTX 2060RTX 2080RTX 2080 TiTITAN RTXGTX 1080 TiGTX 1070 TiGTX 1070GTX 108050100150200250Min: 82 / Avg: 176.16 / Max: 207.2Min: 73.5 / Avg: 144 / Max: 170.7Min: 50.8 / Avg: 153.05 / Max: 254.1Min: 55.2 / Avg: 211.77 / Max: 297.7Min: 55.5 / Avg: 114.96 / Max: 125.8Min: 48.6 / Avg: 145.97 / Max: 196.3Min: 45.9 / Avg: 126.65 / Max: 159.6Min: 50.4 / Avg: 148 / Max: 197.9Min: 57.7 / Avg: 161.45 / Max: 265.2Min: 55.2 / Avg: 156.17 / Max: 266.5Min: 52.6 / Avg: 161.7 / Max: 217.6Min: 49 / Avg: 121.24 / Max: 139.8Min: 46.7 / Avg: 129.34 / Max: 151Min: 102.3 / Avg: 149.02 / Max: 162.5

OpenBenchmarking.orgGB/s, More Is Bettercl-mem 2017-01-13Benchmark: WriteRX 590RX 580RX Vega 56RX Vega 64GTX 1060RTX 2070RTX 2060RTX 2080RTX 2080 TiTITAN RTXGTX 1080 TiGTX 1070 TiGTX 1070GTX 1080110220330440550SE +/- 0.10, N = 3SE +/- 0.33, N = 3SE +/- 0.32, N = 3SE +/- 11.23, N = 3SE +/- 0.19, N = 3SE +/- 0.59, N = 3SE +/- 0.95, N = 3SE +/- 0.73, N = 3SE +/- 1.92, N = 3SE +/- 2.45, N = 3SE +/- 0.09, N = 3SE +/- 0.30, N = 3SE +/- 0.07, N = 3SE +/- 0.09, N = 31851793053561393132453234394893361901922161. (CC) gcc options: -O2 -flto -lOpenCL
OpenBenchmarking.orgGB/s, More Is Bettercl-mem 2017-01-13Benchmark: WriteRX 590RX 580RX Vega 56RX Vega 64GTX 1060RTX 2070RTX 2060RTX 2080RTX 2080 TiTITAN RTXGTX 1080 TiGTX 1070 TiGTX 1070GTX 108090180270360450Min: 184.5 / Avg: 184.7 / Max: 184.8Min: 178 / Avg: 178.63 / Max: 179.1Min: 304 / Avg: 304.63 / Max: 305Min: 342.6 / Avg: 355.53 / Max: 377.9Min: 138.9 / Avg: 139.13 / Max: 139.5Min: 312.5 / Avg: 313.4 / Max: 314.5Min: 243.5 / Avg: 245.37 / Max: 246.6Min: 321.7 / Avg: 322.67 / Max: 324.1Min: 435.5 / Avg: 439.33 / Max: 441.3Min: 483.6 / Avg: 488.5 / Max: 491.1Min: 335.5 / Avg: 335.67 / Max: 335.8Min: 189.2 / Avg: 189.63 / Max: 190.2Min: 191.6 / Avg: 191.67 / Max: 191.8Min: 216 / Avg: 216.17 / Max: 216.31. (CC) gcc options: -O2 -flto -lOpenCL

OpenBenchmarking.orgGB/s Per Watt, More Is Bettercl-mem 2017-01-13Benchmark: WriteRX 590RX 580RX Vega 56RX Vega 64GTX 1060RTX 2070RTX 2060RTX 2080RTX 2080 TiTITAN RTXGTX 1080 TiGTX 1070 TiGTX 1070GTX 10800.63681.27361.91042.54723.1841.151.211.331.861.422.251.872.502.832.571.541.521.401.53

OpenBenchmarking.orgCelsius, Fewer Is Bettercl-mem 2017-01-13GPU Temperature MonitorRX 590RX 580RX Vega 56RX Vega 64GTX 1060RTX 2070RTX 2060RTX 2080RTX 2080 TiTITAN RTXGTX 1080 TiGTX 1070 TiGTX 1070GTX 10801326395265Min: 56 / Avg: 59.5 / Max: 62Min: 49 / Avg: 49.6 / Max: 50Min: 51 / Avg: 58.6 / Max: 62Min: 59 / Avg: 62.4 / Max: 65Min: 53 / Avg: 53 / Max: 53Min: 54 / Avg: 55.33 / Max: 56Min: 55 / Avg: 56 / Max: 57Min: 61 / Avg: 63.75 / Max: 65Min: 61 / Avg: 62 / Max: 63Min: 59 / Avg: 63 / Max: 65Min: 64 / Avg: 64 / Max: 64Min: 43 / Avg: 44.83 / Max: 46Min: 60 / Avg: 60.6 / Max: 61Min: 60 / Avg: 60.2 / Max: 61

OpenBenchmarking.orgWatts, Fewer Is Bettercl-mem 2017-01-13System Power Consumption MonitorRX 590RX 580RX Vega 56RX Vega 64GTX 1060RTX 2070RTX 2060RTX 2080RTX 2080 TiTITAN RTXGTX 1080 TiGTX 1070 TiGTX 1070GTX 108050100150200250Min: 78.7 / Avg: 161.08 / Max: 200.6Min: 73 / Avg: 147.4 / Max: 169Min: 207.8 / Avg: 229.9 / Max: 252.1Min: 52.5 / Avg: 191.32 / Max: 275.7Min: 43.4 / Avg: 98.27 / Max: 126.2Min: 46.9 / Avg: 139.57 / Max: 185.9Min: 44.2 / Avg: 131.53 / Max: 164.4Min: 98.5 / Avg: 128.93 / Max: 169.3Min: 51 / Avg: 155.07 / Max: 243.7Min: 55 / Avg: 190.13 / Max: 258.3Min: 216.4 / Avg: 217.73 / Max: 218.8Min: 50 / Avg: 124.63 / Max: 140.5Min: 84.4 / Avg: 137.36 / Max: 151.6Min: 92.2 / Avg: 141.24 / Max: 162.2

OpenBenchmarking.orgGB/s, More Is Bettercl-mem 2017-01-13Benchmark: CopyRX 590RX 580RX Vega 56RX Vega 64GTX 1060RTX 2070RTX 2060RTX 2080RTX 2080 TiTITAN RTXGTX 1080 TiGTX 1070 TiGTX 1070GTX 1080100200300400500SE +/- 0.03, N = 3SE +/- 0.00, N = 3SE +/- 0.20, N = 3SE +/- 0.06, N = 3SE +/- 0.15, N = 3SE +/- 0.18, N = 3SE +/- 0.18, N = 3SE +/- 0.35, N = 3SE +/- 0.23, N = 3SE +/- 0.64, N = 3SE +/- 0.17, N = 3SE +/- 0.29, N = 3SE +/- 0.07, N = 3SE +/- 0.06, N = 31931842042221383302473274544833171871872091. (CC) gcc options: -O2 -flto -lOpenCL
OpenBenchmarking.orgGB/s, More Is Bettercl-mem 2017-01-13Benchmark: CopyRX 590RX 580RX Vega 56RX Vega 64GTX 1060RTX 2070RTX 2060RTX 2080RTX 2080 TiTITAN RTXGTX 1080 TiGTX 1070 TiGTX 1070GTX 108090180270360450Min: 192.6 / Avg: 192.63 / Max: 192.7Min: 184.2 / Avg: 184.2 / Max: 184.2Min: 203.5 / Avg: 203.9 / Max: 204.1Min: 221.4 / Avg: 221.5 / Max: 221.6Min: 138.2 / Avg: 138.4 / Max: 138.7Min: 330.1 / Avg: 330.37 / Max: 330.7Min: 246.4 / Avg: 246.67 / Max: 247Min: 326.3 / Avg: 326.7 / Max: 327.4Min: 453.3 / Avg: 453.7 / Max: 454.1Min: 481.7 / Avg: 482.77 / Max: 483.9Min: 317.3 / Avg: 317.47 / Max: 317.8Min: 186.7 / Avg: 187.23 / Max: 187.7Min: 186.8 / Avg: 186.87 / Max: 187Min: 209.3 / Avg: 209.4 / Max: 209.51. (CC) gcc options: -O2 -flto -lOpenCL

OpenBenchmarking.orgGB/s Per Watt, More Is Bettercl-mem 2017-01-13Benchmark: CopyRX 590RX 580RX Vega 56RX Vega 64GTX 1060RTX 2060RTX 2080GTX 1080 TiGTX 1070 TiGTX 1070GTX 10800.51981.03961.55942.07922.5990.971.301.001.121.282.222.312.271.651.411.76

OpenBenchmarking.orgCelsius, Fewer Is Bettercl-mem 2017-01-13GPU Temperature MonitorRX 590RX 580RX Vega 56RX Vega 64GTX 1060RTX 2070RTX 2060RTX 2080RTX 2080 TiTITAN RTXGTX 1080 TiGTX 1070 TiGTX 1070GTX 10801224364860Min: 53 / Avg: 55.5 / Max: 57Min: 41 / Avg: 46.8 / Max: 49Min: 48 / Avg: 55.2 / Max: 60Min: 58 / Avg: 59.8 / Max: 62Min: 48 / Avg: 51.14 / Max: 52Min: 50 / Avg: 53.67 / Max: 56Min: 49 / Avg: 54 / Max: 56Min: 62 / Avg: 62 / Max: 62Min: 56 / Avg: 58.33 / Max: 61Min: 60 / Avg: 61 / Max: 62Min: 60 / Avg: 60.67 / Max: 61Min: 43 / Avg: 44 / Max: 45Min: 55 / Avg: 57.17 / Max: 58Min: 56 / Avg: 57 / Max: 58

OpenBenchmarking.orgWatts, Fewer Is Bettercl-mem 2017-01-13System Power Consumption MonitorRX 590RX 580RX Vega 56RX Vega 64GTX 1060RTX 2070RTX 2060RTX 2080RTX 2080 TiTITAN RTXGTX 1080 TiGTX 1070 TiGTX 1070GTX 108060120180240300Min: 194.4 / Avg: 199.58 / Max: 203.7Min: 73.1 / Avg: 141.22 / Max: 169.4Min: 49.6 / Avg: 203.34 / Max: 252.9Min: 51.9 / Avg: 197.96 / Max: 328.9Min: 57.7 / Avg: 108.33 / Max: 126.1Min: 115.9 / Avg: 150.6 / Max: 185.3Min: 43.7 / Avg: 111.03 / Max: 156.9Min: 52.6 / Avg: 141.73 / Max: 186.7Min: 136 / Avg: 198.3 / Max: 260.6Min: 54.7 / Avg: 99.5 / Max: 144.3Min: 49.6 / Avg: 139.67 / Max: 192.8Min: 49.3 / Avg: 113.36 / Max: 139.4Min: 64.6 / Avg: 132.44 / Max: 150.8Min: 43.2 / Avg: 119.3 / Max: 162.2

clpeak

OpenBenchmarking.orgGBPS, More Is BetterclpeakOpenCL Test: Global Memory BandwidthRX 590RX 580RX Vega 56RX Vega 64GTX 1060RTX 2070RTX 2060RTX 2080RTX 2080 TiTITAN RTXGTX 1080 TiGTX 1070 TiGTX 1070GTX 1080110220330440550SE +/- 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 = 32172063173621453652763685055253291971962221. (CXX) g++ options: -O3 -rdynamic -lOpenCL
OpenBenchmarking.orgGBPS, More Is BetterclpeakOpenCL Test: Global Memory BandwidthRX 590RX 580RX Vega 56RX Vega 64GTX 1060RTX 2070RTX 2060RTX 2080RTX 2080 TiTITAN RTXGTX 1080 TiGTX 1070 TiGTX 1070GTX 108090180270360450Min: 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 FloatRX 590RX 580RX Vega 56RX Vega 64GTX 1060RTX 2070RTX 2060RTX 2080RTX 2080 TiTITAN RTXGTX 1080 TiGTX 1070 TiGTX 1070GTX 10804K8K12K16K20KSE +/- 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 = 3706962021035712469423979686630102701535216386108536776587879341. (CXX) g++ options: -O3 -rdynamic -lOpenCL
OpenBenchmarking.orgGFLOPS, More Is BetterclpeakOpenCL Test: Single-Precision FloatRX 590RX 580RX Vega 56RX Vega 64GTX 1060RTX 2070RTX 2060RTX 2080RTX 2080 TiTITAN RTXGTX 1080 TiGTX 1070 TiGTX 1070GTX 10803K6K9K12K15KMin: 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

OpenBenchmarking.orgGFLOPS, More Is BetterclpeakOpenCL Test: Double-Precision DoubleRX 590RX 580RX Vega 56RX Vega 64GTX 1060RTX 2070RTX 2060RTX 2080RTX 2080 TiTITAN RTXGTX 1080 TiGTX 1070 TiGTX 1070GTX 10802004006008001000SE +/- 0.21, N = 3SE +/- 0.01, N = 3SE +/- 1.26, N = 3SE +/- 1.09, N = 3SE +/- 0.05, N = 3SE +/- 0.72, N = 3SE +/- 0.60, N = 3SE +/- 0.98, N = 3SE +/- 1.25, N = 3SE +/- 1.29, N = 3SE +/- 0.14, N = 3SE +/- 0.24, N = 3SE +/- 0.26, N = 3SE +/- 0.02, N = 34363926988331512662313435195404152422242971. (CXX) g++ options: -O3 -rdynamic -lOpenCL
OpenBenchmarking.orgGFLOPS, More Is BetterclpeakOpenCL Test: Double-Precision DoubleRX 590RX 580RX Vega 56RX Vega 64GTX 1060RTX 2070RTX 2060RTX 2080RTX 2080 TiTITAN RTXGTX 1080 TiGTX 1070 TiGTX 1070GTX 1080150300450600750Min: 435.72 / Avg: 435.98 / Max: 436.39Min: 391.89 / Avg: 391.92 / Max: 391.93Min: 696.74 / Avg: 698.3 / Max: 700.8Min: 831.3 / Avg: 832.76 / Max: 834.89Min: 150.56 / Avg: 150.64 / Max: 150.74Min: 265.58 / Avg: 266.33 / Max: 267.77Min: 229.66 / Avg: 230.86 / Max: 231.47Min: 341.37 / Avg: 342.53 / Max: 344.48Min: 516.26 / Avg: 518.58 / Max: 520.56Min: 537.59 / Avg: 539.61 / Max: 542.01Min: 414.58 / Avg: 414.85 / Max: 415.04Min: 241.36 / Avg: 241.64 / Max: 242.12Min: 223.25 / Avg: 223.76 / Max: 224.03Min: 297.37 / Avg: 297.4 / Max: 297.421. (CXX) g++ options: -O3 -rdynamic -lOpenCL

OpenBenchmarking.orgGIOPS, More Is BetterclpeakOpenCL Test: Integer Compute INTRX 590RX 580RX Vega 56RX Vega 64GTX 1060RTX 2070RTX 2060RTX 2080RTX 2080 TiTITAN RTXGTX 1080 TiGTX 1070 TiGTX 1070GTX 10803K6K9K12K15KSE +/- 6.53, N = 3SE +/- 0.02, N = 3SE +/- 1.32, N = 3SE +/- 3.01, N = 3SE +/- 38.63, N = 3SE +/- 498.12, N = 3SE +/- 444.77, N = 3SE +/- 679.58, N = 3SE +/- 517.75, N = 3SE +/- 1004.15, N = 3SE +/- 76.28, N = 3SE +/- 6.17, N = 3SE +/- 21.00, N = 3SE +/- 25.25, N = 314161252199724791252778067059952149061484832632068168123981. (CXX) g++ options: -O3 -rdynamic -lOpenCL
OpenBenchmarking.orgGIOPS, More Is BetterclpeakOpenCL Test: Integer Compute INTRX 590RX 580RX Vega 56RX Vega 64GTX 1060RTX 2070RTX 2060RTX 2080RTX 2080 TiTITAN RTXGTX 1080 TiGTX 1070 TiGTX 1070GTX 10803K6K9K12K15KMin: 1402.56 / Avg: 1415.62 / Max: 1422.18Min: 1252.42 / Avg: 1252.46 / Max: 1252.48Min: 1994.83 / Avg: 1997.21 / Max: 1999.4Min: 2473.36 / Avg: 2479 / Max: 2483.66Min: 1174.97 / Avg: 1252.22 / Max: 1291.03Min: 6785.83 / Avg: 7780.45 / Max: 8326.84Min: 5815.24 / Avg: 6704.55 / Max: 7166.29Min: 8593.77 / Avg: 9951.71 / Max: 10680.62Min: 13870.49 / Avg: 14905.92 / Max: 15434.02Min: 12874.24 / Avg: 14847.83 / Max: 16156.55Min: 3114.34 / Avg: 3263.29 / Max: 3366.29Min: 2055.54 / Avg: 2067.8 / Max: 2075.12Min: 1641.76 / Avg: 1680.93 / Max: 1713.66Min: 2351.95 / Avg: 2398.48 / Max: 2438.721. (CXX) g++ options: -O3 -rdynamic -lOpenCL

OpenBenchmarking.orgGBPS, More Is BetterclpeakOpenCL Test: Transfer Bandwidth enqueueWriteBufferRX 590RX 580RX Vega 56RX Vega 64GTX 1060RTX 2070RTX 2060RTX 2080RTX 2080 TiTITAN RTXGTX 1080 TiGTX 1070 TiGTX 1070GTX 10801020304050SE +/- 0.22, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.04, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.03, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.03, N = 3SE +/- 0.01, N = 344.1944.9744.9744.3112.5412.4812.6012.5212.5912.5812.5712.5512.6012.591. (CXX) g++ options: -O3 -rdynamic -lOpenCL
OpenBenchmarking.orgGBPS, More Is BetterclpeakOpenCL Test: Transfer Bandwidth enqueueWriteBufferRX 590RX 580RX Vega 56RX Vega 64GTX 1060RTX 2070RTX 2060RTX 2080RTX 2080 TiTITAN RTXGTX 1080 TiGTX 1070 TiGTX 1070GTX 1080918273645Min: 43.76 / Avg: 44.19 / Max: 44.5Min: 44.95 / Avg: 44.97 / Max: 44.98Min: 44.95 / Avg: 44.97 / Max: 44.99Min: 44.3 / Avg: 44.31 / Max: 44.32Min: 12.47 / Avg: 12.54 / Max: 12.6Min: 12.45 / Avg: 12.48 / Max: 12.49Min: 12.59 / Avg: 12.6 / Max: 12.61Min: 12.47 / Avg: 12.52 / Max: 12.55Min: 12.58 / Avg: 12.59 / Max: 12.61Min: 12.55 / Avg: 12.58 / Max: 12.6Min: 12.55 / Avg: 12.57 / Max: 12.58Min: 12.54 / Avg: 12.55 / Max: 12.56Min: 12.54 / Avg: 12.6 / Max: 12.63Min: 12.57 / Avg: 12.59 / Max: 12.611. (CXX) g++ options: -O3 -rdynamic -lOpenCL

OpenBenchmarking.orgGBPS, More Is BetterclpeakOpenCL Test: Transfer Bandwidth enqueueReadBufferRX 590RX 580RX Vega 56RX Vega 64GTX 1060RTX 2070RTX 2060RTX 2080RTX 2080 TiTITAN RTXGTX 1080 TiGTX 1070 TiGTX 1070GTX 108048121620SE +/- 0.08, N = 3SE +/- 0.33, N = 3SE +/- 0.08, N = 3SE +/- 0.02, N = 3SE +/- 0.09, N = 3SE +/- 0.04, N = 3SE +/- 0.03, N = 3SE +/- 0.09, N = 3SE +/- 0.01, N = 3SE +/- 0.06, N = 3SE +/- 0.01, N = 3SE +/- 0.05, N = 3SE +/- 0.01, N = 3SE +/- 0.02, N = 315.9215.8416.6316.2211.1511.2511.2911.1311.2911.1611.2911.1511.3311.341. (CXX) g++ options: -O3 -rdynamic -lOpenCL
OpenBenchmarking.orgGBPS, More Is BetterclpeakOpenCL Test: Transfer Bandwidth enqueueReadBufferRX 590RX 580RX Vega 56RX Vega 64GTX 1060RTX 2070RTX 2060RTX 2080RTX 2080 TiTITAN RTXGTX 1080 TiGTX 1070 TiGTX 1070GTX 108048121620Min: 15.75 / Avg: 15.92 / Max: 16Min: 15.44 / Avg: 15.84 / Max: 16.5Min: 16.48 / Avg: 16.63 / Max: 16.72Min: 16.19 / Avg: 16.22 / Max: 16.24Min: 11.01 / Avg: 11.15 / Max: 11.31Min: 11.18 / Avg: 11.25 / Max: 11.32Min: 11.24 / Avg: 11.29 / Max: 11.34Min: 11.03 / Avg: 11.13 / Max: 11.31Min: 11.27 / Avg: 11.29 / Max: 11.31Min: 11.04 / Avg: 11.16 / Max: 11.24Min: 11.27 / Avg: 11.29 / Max: 11.31Min: 11.06 / Avg: 11.15 / Max: 11.24Min: 11.32 / Avg: 11.33 / Max: 11.34Min: 11.29 / Avg: 11.34 / Max: 11.371. (CXX) g++ options: -O3 -rdynamic -lOpenCL

OpenBenchmarking.orgus, Fewer Is BetterclpeakOpenCL Test: Kernel LatencyRX 590RX 580RX Vega 56RX Vega 64GTX 1060RTX 2070RTX 2060RTX 2080RTX 2080 TiTITAN RTXGTX 1080 TiGTX 1070 TiGTX 1070GTX 1080246810SE +/- 0.00, N = 3SE +/- 0.04, N = 3SE +/- 0.02, N = 3SE +/- 0.01, N = 3SE +/- 0.06, N = 3SE +/- 0.00, N = 3SE +/- 0.07, N = 3SE +/- 0.04, N = 3SE +/- 0.03, N = 3SE +/- 0.10, N = 3SE +/- 0.03, N = 3SE +/- 0.14, N = 3SE +/- 0.05, N = 3SE +/- 0.03, N = 34.694.977.016.963.783.643.653.653.833.853.993.923.643.771. (CXX) g++ options: -O3 -rdynamic -lOpenCL
OpenBenchmarking.orgus, Fewer Is BetterclpeakOpenCL Test: Kernel LatencyRX 590RX 580RX Vega 56RX Vega 64GTX 1060RTX 2070RTX 2060RTX 2080RTX 2080 TiTITAN RTXGTX 1080 TiGTX 1070 TiGTX 1070GTX 10803691215Min: 4.68 / Avg: 4.69 / Max: 4.69Min: 4.89 / Avg: 4.97 / Max: 5.03Min: 6.96 / Avg: 7.01 / Max: 7.04Min: 6.94 / Avg: 6.96 / Max: 6.98Min: 3.72 / Avg: 3.78 / Max: 3.9Min: 3.64 / Avg: 3.64 / Max: 3.64Min: 3.52 / Avg: 3.65 / Max: 3.74Min: 3.58 / Avg: 3.65 / Max: 3.72Min: 3.77 / Avg: 3.83 / Max: 3.88Min: 3.66 / Avg: 3.85 / Max: 3.99Min: 3.94 / Avg: 3.99 / Max: 4.05Min: 3.75 / Avg: 3.92 / Max: 4.2Min: 3.56 / Avg: 3.64 / Max: 3.72Min: 3.71 / Avg: 3.77 / Max: 3.81. (CXX) g++ options: -O3 -rdynamic -lOpenCL

SHOC Scalable HeterOgeneous Computing

The CUDA and OpenCL version of Vetter's Scalable HeterOgeneous Computing benchmark suite. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgGB/s, More Is BetterSHOC Scalable HeterOgeneous Computing 2015-11-10Target: OpenCL - Benchmark: Texture Read BandwidthRX 590RX 580RX Vega 56RX Vega 64GTX 1060RTX 2070RTX 2060RTX 2080RTX 2080 TiTITAN RTXGTX 1080 TiGTX 1070 TiGTX 1070GTX 108030060090012001500SE +/- 1.57, N = 3SE +/- 1.47, N = 3SE +/- 0.86, N = 3SE +/- 0.60, N = 3SE +/- 1.03, N = 3SE +/- 1.24, N = 3SE +/- 0.24, N = 3SE +/- 2.94, N = 3SE +/- 1.02, N = 3SE +/- 3.52, N = 3SE +/- 1.91, N = 3SE +/- 0.80, N = 3SE +/- 0.82, N = 3SE +/- 0.28, N = 3241211355425411107710241121117311585964334475271. (CXX) g++ options: -O2 -lSHOCCommonMPI -lSHOCCommonOpenCL -lSHOCCommon -lOpenCL -lrt -pthread -lmpi_cxx -lmpi
OpenBenchmarking.orgGB/s, More Is BetterSHOC Scalable HeterOgeneous Computing 2015-11-10Target: OpenCL - Benchmark: Texture Read BandwidthRX 590RX 580RX Vega 56RX Vega 64GTX 1060RTX 2070RTX 2060RTX 2080RTX 2080 TiTITAN RTXGTX 1080 TiGTX 1070 TiGTX 1070GTX 10802004006008001000Min: 238.01 / Avg: 241.06 / Max: 243.2Min: 209.56 / Avg: 211.18 / Max: 214.11Min: 353.7 / Avg: 355.4 / Max: 356.46Min: 424.21 / Avg: 424.95 / Max: 426.14Min: 410.11 / Avg: 411.15 / Max: 413.22Min: 1074.61 / Avg: 1076.98 / Max: 1078.78Min: 1023.47 / Avg: 1023.82 / Max: 1024.27Min: 1115.71 / Avg: 1121.4 / Max: 1125.5Min: 1171.44 / Avg: 1172.57 / Max: 1174.6Min: 1151.93 / Avg: 1158.19 / Max: 1164.11Min: 592.44 / Avg: 596.16 / Max: 598.8Min: 431.53 / Avg: 433.09 / Max: 434.17Min: 445.5 / Avg: 447.09 / Max: 448.19Min: 526.71 / Avg: 527.14 / Max: 527.671. (CXX) g++ options: -O2 -lSHOCCommonMPI -lSHOCCommonOpenCL -lSHOCCommon -lOpenCL -lrt -pthread -lmpi_cxx -lmpi

OpenBenchmarking.orgGB/s Per Watt, More Is BetterSHOC Scalable HeterOgeneous Computing 2015-11-10Target: OpenCL - Benchmark: Texture Read BandwidthRX 590RX 580RX Vega 56RX Vega 64GTX 1060RTX 2070RTX 2060RTX 2080RTX 2080 TiTITAN RTXGTX 1080 TiGTX 1070 TiGTX 1070GTX 10802468101.501.612.041.863.906.886.435.974.984.733.303.543.423.91

OpenBenchmarking.orgCelsius, Fewer Is BetterSHOC Scalable HeterOgeneous Computing 2015-11-10GPU Temperature MonitorRX 590RX 580RX Vega 56RX Vega 64GTX 1060RTX 2070RTX 2060RTX 2080RTX 2080 TiTITAN RTXGTX 1080 TiGTX 1070 TiGTX 1070GTX 10801326395265Min: 35 / Avg: 43.11 / Max: 47Min: 31 / Avg: 41.38 / Max: 45Min: 38 / Avg: 46.29 / Max: 52Min: 49 / Avg: 59.89 / Max: 65Min: 46 / Avg: 48.5 / Max: 49Min: 52 / Avg: 54.2 / Max: 56Min: 48 / Avg: 54.5 / Max: 56Min: 57 / Avg: 63.86 / Max: 67Min: 59 / Avg: 62 / Max: 65Min: 55 / Avg: 63.4 / Max: 66Min: 56 / Avg: 59.67 / Max: 61Min: 42 / Avg: 42.6 / Max: 43Min: 57 / Avg: 57.33 / Max: 58Min: 54 / Avg: 55.54 / Max: 57

OpenBenchmarking.orgWatts, Fewer Is BetterSHOC Scalable HeterOgeneous Computing 2015-11-10System Power Consumption MonitorRX 590RX 580RX Vega 56RX Vega 64GTX 1060RTX 2070RTX 2060RTX 2080RTX 2080 TiTITAN RTXGTX 1080 TiGTX 1070 TiGTX 1070GTX 108050100150200250Min: 78.3 / Avg: 160.59 / Max: 187.1Min: 69.1 / Avg: 131.16 / Max: 160.2Min: 47.3 / Avg: 173.9 / Max: 235.2Min: 49.7 / Avg: 228.87 / Max: 263.7Min: 42.1 / Avg: 105.4 / Max: 135.1Min: 52.2 / Avg: 156.43 / Max: 195Min: 148.5 / Avg: 159.28 / Max: 177.5Min: 169.9 / Avg: 187.73 / Max: 213.5Min: 49 / Avg: 235.34 / Max: 283.1Min: 49.4 / Avg: 244.67 / Max: 287.4Min: 53.7 / Avg: 180.42 / Max: 218.2Min: 48.4 / Avg: 122.39 / Max: 144.2Min: 43.3 / Avg: 130.75 / Max: 158.9Min: 43.4 / Avg: 134.92 / Max: 163.8

OpenBenchmarking.orgGFLOPS, More Is BetterSHOC Scalable HeterOgeneous Computing 2015-11-10Target: OpenCL - Benchmark: FFT SPRX 590RX 580RX Vega 56RX Vega 64GTX 1060RTX 2070RTX 2060RTX 2080RTX 2080 TiTITAN RTXGTX 1080 TiGTX 1070 TiGTX 1070GTX 108030060090012001500SE +/- 1.04, N = 3SE +/- 0.36, N = 3SE +/- 1.97, N = 3SE +/- 0.34, N = 3SE +/- 2.45, N = 3SE +/- 46.80, N = 3SE +/- 10.50, N = 3SE +/- 6.71, N = 3SE +/- 11.70, N = 3SE +/- 2.67, N = 3SE +/- 2.56, N = 3SE +/- 1.30, N = 3SE +/- 8.74, N = 3SE +/- 1.43, N = 35705479279222979888031083144515539725014535751. (CXX) g++ options: -O2 -lSHOCCommonMPI -lSHOCCommonOpenCL -lSHOCCommon -lOpenCL -lrt -pthread -lmpi_cxx -lmpi
OpenBenchmarking.orgGFLOPS, More Is BetterSHOC Scalable HeterOgeneous Computing 2015-11-10Target: OpenCL - Benchmark: FFT SPRX 590RX 580RX Vega 56RX Vega 64GTX 1060RTX 2070RTX 2060RTX 2080RTX 2080 TiTITAN RTXGTX 1080 TiGTX 1070 TiGTX 1070GTX 108030060090012001500Min: 569.21 / Avg: 570.35 / Max: 572.42Min: 546.73 / Avg: 547.28 / Max: 547.95Min: 923 / Avg: 926.77 / Max: 929.62Min: 921.98 / Avg: 922.45 / Max: 923.1Min: 291.88 / Avg: 296.79 / Max: 299.31Min: 936.99 / Avg: 988.41 / Max: 1081.85Min: 782.66 / Avg: 802.85 / Max: 817.98Min: 1069.68 / Avg: 1083.05 / Max: 1090.83Min: 1431.39 / Avg: 1444.87 / Max: 1468.18Min: 1548.6 / Avg: 1552.67 / Max: 1557.7Min: 968.63 / Avg: 972.1 / Max: 977.1Min: 498.13 / Avg: 500.59 / Max: 502.57Min: 443.6 / Avg: 453.16 / Max: 470.62Min: 572.34 / Avg: 574.51 / Max: 577.211. (CXX) g++ options: -O2 -lSHOCCommonMPI -lSHOCCommonOpenCL -lSHOCCommon -lOpenCL -lrt -pthread -lmpi_cxx -lmpi

OpenBenchmarking.orgGHash/s, More Is BetterSHOC Scalable HeterOgeneous Computing 2015-11-10Target: OpenCL - Benchmark: MD5 HashRX 590RX 580RX Vega 56RX Vega 64GTX 1060RTX 2070RTX 2060RTX 2080RTX 2080 TiTITAN RTXGTX 1080 TiGTX 1070 TiGTX 1070GTX 1080816243240SE +/- 0.02, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.40, N = 3SE +/- 0.35, N = 3SE +/- 0.06, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.02, N = 39.168.0512.7016.397.2818.4215.8723.7435.1336.2819.6811.6310.4714.191. (CXX) g++ options: -O2 -lSHOCCommonMPI -lSHOCCommonOpenCL -lSHOCCommon -lOpenCL -lrt -pthread -lmpi_cxx -lmpi
OpenBenchmarking.orgGHash/s, More Is BetterSHOC Scalable HeterOgeneous Computing 2015-11-10Target: OpenCL - Benchmark: MD5 HashRX 590RX 580RX Vega 56RX Vega 64GTX 1060RTX 2070RTX 2060RTX 2080RTX 2080 TiTITAN RTXGTX 1080 TiGTX 1070 TiGTX 1070GTX 1080816243240Min: 9.12 / Avg: 9.16 / Max: 9.19Min: 8.05 / Avg: 8.05 / Max: 8.05Min: 12.68 / Avg: 12.7 / Max: 12.73Min: 16.38 / Avg: 16.39 / Max: 16.4Min: 7.28 / Avg: 7.28 / Max: 7.28Min: 18.41 / Avg: 18.42 / Max: 18.43Min: 15.86 / Avg: 15.87 / Max: 15.88Min: 23.74 / Avg: 23.74 / Max: 23.75Min: 34.34 / Avg: 35.13 / Max: 35.58Min: 35.77 / Avg: 36.28 / Max: 36.95Min: 19.56 / Avg: 19.68 / Max: 19.78Min: 11.63 / Avg: 11.63 / Max: 11.63Min: 10.47 / Avg: 10.47 / Max: 10.47Min: 14.15 / Avg: 14.19 / Max: 14.221. (CXX) g++ options: -O2 -lSHOCCommonMPI -lSHOCCommonOpenCL -lSHOCCommon -lOpenCL -lrt -pthread -lmpi_cxx -lmpi

OpenBenchmarking.orgGB/s, More Is BetterSHOC Scalable HeterOgeneous Computing 2015-11-10Target: OpenCL - Benchmark: TriadRX 590RX 580RX Vega 56RX Vega 64GTX 1060RTX 2070RTX 2060RTX 2080RTX 2080 TiTITAN RTXGTX 1080 TiGTX 1070 TiGTX 1070GTX 10803691215SE +/- 0.21, N = 3SE +/- 0.00, N = 3SE +/- 0.10, N = 3SE +/- 0.04, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 39.369.107.557.5411.9312.5712.4312.5712.6812.6812.5112.1912.1912.301. (CXX) g++ options: -O2 -lSHOCCommonMPI -lSHOCCommonOpenCL -lSHOCCommon -lOpenCL -lrt -pthread -lmpi_cxx -lmpi
OpenBenchmarking.orgGB/s, More Is BetterSHOC Scalable HeterOgeneous Computing 2015-11-10Target: OpenCL - Benchmark: TriadRX 590RX 580RX Vega 56RX Vega 64GTX 1060RTX 2070RTX 2060RTX 2080RTX 2080 TiTITAN RTXGTX 1080 TiGTX 1070 TiGTX 1070GTX 108048121620Min: 9.14 / Avg: 9.36 / Max: 9.79Min: 9.09 / Avg: 9.1 / Max: 9.1Min: 7.44 / Avg: 7.55 / Max: 7.75Min: 7.46 / Avg: 7.54 / Max: 7.6Min: 11.92 / Avg: 11.93 / Max: 11.95Min: 12.56 / Avg: 12.57 / Max: 12.58Min: 12.43 / Avg: 12.43 / Max: 12.44Min: 12.56 / Avg: 12.57 / Max: 12.57Min: 12.68 / Avg: 12.68 / Max: 12.69Min: 12.68 / Avg: 12.68 / Max: 12.69Min: 12.51 / Avg: 12.51 / Max: 12.51Min: 12.19 / Avg: 12.19 / Max: 12.2Min: 12.19 / Avg: 12.19 / Max: 12.19Min: 12.29 / Avg: 12.3 / Max: 12.31. (CXX) g++ options: -O2 -lSHOCCommonMPI -lSHOCCommonOpenCL -lSHOCCommon -lOpenCL -lrt -pthread -lmpi_cxx -lmpi

JuliaGPU

JuliaGPU is an OpenCL benchmark with this version containing various PTS-specific enhancements. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSamples/sec, More Is BetterJuliaGPU 1.2pts1OpenCL Device: GPURX 590RX 580RX Vega 56RX Vega 64GTX 1060RTX 2070RTX 2060RTX 2080RTX 2080 TiTITAN RTXGTX 1080 TiGTX 1070 TiGTX 1070GTX 108080M160M240M320M400MSE +/- 366170.21, N = 3SE +/- 570650.48, N = 3SE +/- 834530.58, N = 3SE +/- 419189.48, N = 3SE +/- 513835.53, N = 3SE +/- 333271.02, N = 3SE +/- 815068.63, N = 3SE +/- 1536969.33, N = 3SE +/- 1417039.09, N = 3SE +/- 908628.37, N = 3SE +/- 720633.38, N = 3SE +/- 297139.02, N = 3SE +/- 621591.58, N = 3SE +/- 121634.53, N = 33026234402830788513464840643661594381837826262656820462516119892788292383009222413036654472651628752215480162181720622391313241. (CC) gcc options: -O3 -march=native -ftree-vectorize -funroll-loops -lglut -lOpenCL -lGL -lm
OpenBenchmarking.orgSamples/sec, More Is BetterJuliaGPU 1.2pts1OpenCL Device: GPURX 590RX 580RX Vega 56RX Vega 64GTX 1060RTX 2070RTX 2060RTX 2080RTX 2080 TiTITAN RTXGTX 1080 TiGTX 1070 TiGTX 1070GTX 108060M120M180M240M300MMin: 301949103.9 / Avg: 302623440.43 / Max: 303207984Min: 281937602.2 / Avg: 283078850.9 / Max: 283658934.2Min: 344824294.1 / Avg: 346484064.1 / Max: 347466253.1Min: 365360933.1 / Avg: 366159438.33 / Max: 366779940.8Min: 182818085.8 / Avg: 183782626.17 / Max: 184572023.8Min: 265132379.1 / Avg: 265682046.23 / Max: 266283389Min: 250000827.1 / Avg: 251611988.57 / Max: 252632347.5Min: 276811943.5 / Avg: 278829237.77 / Max: 281846545.4Min: 298088601.7 / Avg: 300922240.8 / Max: 302382263.1Min: 301940481.9 / Avg: 303665447.4 / Max: 305023093.8Min: 263757984.9 / Avg: 265162874.6 / Max: 266143978.9Min: 220996207.2 / Avg: 221548015.6 / Max: 222014983.7Min: 217003046.5 / Avg: 218172062.43 / Max: 219122875.7Min: 238908355.7 / Avg: 239131324.27 / Max: 2393270621. (CC) gcc options: -O3 -march=native -ftree-vectorize -funroll-loops -lglut -lOpenCL -lGL -lm

OpenBenchmarking.orgSamples/sec Per Watt, More Is BetterJuliaGPU 1.2pts1OpenCL Device: GPURX 590RX 580RX Vega 56RX Vega 64GTX 1060RTX 2070RTX 2060RTX 2080RTX 2080 TiTITAN RTXGTX 1080 TiGTX 1070 TiGTX 1070GTX 10801.1M2.2M3.3M4.4M5.5M21240462141832215967651402821629857227906522360542070002204292120424781666119198022918675921882924

OpenBenchmarking.orgCelsius, Fewer Is BetterJuliaGPU 1.2pts1GPU Temperature MonitorRX 590RX 580RX Vega 56RX Vega 64GTX 1060RTX 2070RTX 2060RTX 2080RTX 2080 TiTITAN RTXGTX 1080 TiGTX 1070 TiGTX 1070GTX 10801122334455Min: 45 / Avg: 48 / Max: 49Min: 36 / Avg: 42.75 / Max: 46Min: 40 / Avg: 42.67 / Max: 45Min: 50 / Avg: 52.33 / Max: 55Min: 46 / Avg: 47.2 / Max: 49Min: 46 / Avg: 47 / Max: 48Min: 43 / Avg: 47.5 / Max: 50Min: 53 / Avg: 54.5 / Max: 56Min: 48 / Avg: 51.25 / Max: 53Min: 49 / Avg: 52.5 / Max: 54Min: 52 / Avg: 54.6 / Max: 57Min: 38 / Avg: 40.6 / Max: 42Min: 53 / Avg: 54.4 / Max: 56Min: 51 / Avg: 52.5 / Max: 54

OpenBenchmarking.orgWatts, Fewer Is BetterJuliaGPU 1.2pts1System Power Consumption MonitorRX 590RX 580RX Vega 56RX Vega 64GTX 1060RTX 2070RTX 2060RTX 2080RTX 2080 TiTITAN RTXGTX 1080 TiGTX 1070 TiGTX 1070GTX 10804080120160200Min: 75.7 / Avg: 142.48 / Max: 179.1Min: 93.8 / Avg: 132.17 / Max: 160.8Min: 47.6 / Avg: 160.43 / Max: 218.2Min: 49.9 / Avg: 71.23 / Max: 89Min: 57.5 / Avg: 112.76 / Max: 128.1Min: 52.9 / Avg: 116.58 / Max: 157.4Min: 43.5 / Avg: 112.53 / Max: 153.7Min: 46.4 / Avg: 134.7 / Max: 169Min: 99.5 / Avg: 147.3 / Max: 199.5Min: 51.3 / Avg: 148.68 / Max: 204Min: 67.7 / Avg: 159.15 / Max: 189.8Min: 47.7 / Avg: 111.88 / Max: 128.2Min: 42.3 / Avg: 116.82 / Max: 147.4Min: 42.3 / Avg: 127 / Max: 157.8

GPU Temperature Monitor

OpenBenchmarking.orgCelsiusGPU Temperature MonitorPhoronix Test Suite System MonitoringRTX 2070RTX 2060RTX 2080RTX 2080 TiTITAN RTXGTX 1080 TiGTX 1070 TiGTX 1070GTX 10801632486480Min: 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 MonitoringRTX 2070RTX 2060RTX 2080RTX 2080 TiTITAN RTXGTX 1080 TiGTX 1070 TiGTX 1070GTX 108070140210280350Min: 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

Darktable

OpenBenchmarking.orgCelsius, Fewer Is BetterDarktable 2.4.4GPU Temperature MonitorRX 590RX 580RX Vega 56RX Vega 641020304050Min: 39 / Avg: 41.7 / Max: 45Min: 33 / Avg: 35 / Max: 39Min: 42 / Avg: 43.78 / Max: 49Min: 44 / Avg: 46.5 / Max: 52

OpenBenchmarking.orgWatts, Fewer Is BetterDarktable 2.4.4System Power Consumption MonitorRX 590RX 580RX Vega 56RX Vega 644080120160200Min: 80.8 / Avg: 170.15 / Max: 205Min: 74.4 / Avg: 164 / Max: 184.5Min: 118.8 / Avg: 139.2 / Max: 147Min: 52.7 / Avg: 132.86 / Max: 151.4

OpenBenchmarking.orgCelsius, Fewer Is BetterDarktable 2.4.4GPU Temperature MonitorRX 590RX 580RX Vega 56RX Vega 64918273645Min: 38 / Avg: 38.25 / Max: 39Min: 30 / Avg: 30.8 / Max: 31Min: 41 / Avg: 41.4 / Max: 42Min: 42 / Avg: 42.67 / Max: 43

OpenBenchmarking.orgWatts, Fewer Is BetterDarktable 2.4.4System Power Consumption MonitorRX 590RX 580RX Vega 56RX Vega 64306090120150Min: 79.3 / Avg: 145.78 / Max: 178.8Min: 73 / Avg: 131.16 / Max: 186.9Min: 48.4 / Avg: 110.52 / Max: 178.2Min: 127.1 / Avg: 138.95 / Max: 150.8

OpenBenchmarking.orgCelsius, Fewer Is BetterDarktable 2.4.4GPU Temperature MonitorRX 590RX 580RX Vega 56RX Vega 64918273645Min: 37 / Avg: 37.67 / Max: 38Min: 30 / Avg: 30 / Max: 30Min: 40 / Avg: 40.25 / Max: 41Min: 42 / Avg: 42 / Max: 42

OpenBenchmarking.orgWatts, Fewer Is BetterDarktable 2.4.4System Power Consumption MonitorRX 590RX 580RX Vega 56RX Vega 64306090120150Min: 77.5 / Avg: 115.43 / Max: 145.8Min: 71.4 / Avg: 101.98 / Max: 180.7Min: 48.3 / Avg: 83.05 / Max: 115.5Min: 159.8 / Avg: 170.75 / Max: 181.7

OpenBenchmarking.orgCelsius, Fewer Is BetterDarktable 2.4.4GPU Temperature MonitorRX 590RX 580RX Vega 56RX Vega 64918273645

OpenBenchmarking.orgWatts, Fewer Is BetterDarktable 2.4.4System Power Consumption MonitorRX 590RX 580RX Vega 56RX Vega 6420406080100Min: 77.8 / Avg: 77.9 / Max: 78Min: 48 / Avg: 51.55 / Max: 55.1Min: 50.3 / Avg: 70.55 / Max: 90.8

clpeak

OpenBenchmarking.orgGBPS Per Watt, More Is BetterclpeakOpenCL Test: Global Memory BandwidthRX 590RX 580RX Vega 56RX Vega 640.92931.85862.78793.71724.64652.022.083.894.13

OpenBenchmarking.orgCelsius, Fewer Is BetterclpeakGPU Temperature MonitorRX 590RX 580RX Vega 56RX Vega 641020304050Min: 37 / Avg: 39.72 / Max: 48Min: 31 / Avg: 33.28 / Max: 41Min: 39 / Avg: 41.36 / Max: 48Min: 41 / Avg: 43.79 / Max: 49

OpenBenchmarking.orgWatts, Fewer Is BetterclpeakSystem Power Consumption MonitorRX 590RX 580RX Vega 56RX Vega 6450100150200250Min: 79.3 / Avg: 107.03 / Max: 127.7Min: 73.3 / Avg: 98.79 / Max: 101.9Min: 49.2 / Avg: 81.54 / Max: 259Min: 51.6 / Avg: 87.77 / Max: 273.2

OpenBenchmarking.orgGFLOPS Per Watt, More Is BetterclpeakOpenCL Test: Single-Precision FloatRX 590RX 580RX Vega 56RX Vega 6430609012015066.8761.58135.00154.00

OpenBenchmarking.orgCelsius, Fewer Is BetterclpeakGPU Temperature MonitorRX 590RX 580RX Vega 56RX Vega 641020304050Min: 36 / Avg: 37.43 / Max: 48Min: 32 / Avg: 32.71 / Max: 45Min: 36 / Avg: 37.93 / Max: 40Min: 38 / Avg: 40.13 / Max: 43

OpenBenchmarking.orgWatts, Fewer Is BetterclpeakSystem Power Consumption MonitorRX 590RX 580RX Vega 56RX Vega 64306090120150Min: 76.7 / Avg: 105.71 / Max: 119.2Min: 69.4 / Avg: 100.72 / Max: 186.8Min: 47.8 / Avg: 76.77 / Max: 77.8Min: 49.5 / Avg: 80.89 / Max: 182.7

OpenBenchmarking.orgGFLOPS Per Watt, More Is BetterclpeakOpenCL Test: Double-Precision DoubleRX 590RX 580RX Vega 56RX Vega 642468103.503.356.226.24

OpenBenchmarking.orgCelsius, Fewer Is BetterclpeakGPU Temperature MonitorRX 590RX 580RX Vega 56RX Vega 641326395265Min: 36 / Avg: 41.8 / Max: 54Min: 32 / Avg: 39.04 / Max: 50Min: 35 / Avg: 42.72 / Max: 57Min: 36 / Avg: 47.48 / Max: 66

OpenBenchmarking.orgWatts, Fewer Is BetterclpeakSystem Power Consumption MonitorRX 590RX 580RX Vega 56RX Vega 6460120180240300Min: 77.7 / Avg: 124.39 / Max: 220.8Min: 69.5 / Avg: 116.89 / Max: 196.7Min: 47.5 / Avg: 112.24 / Max: 264.2Min: 63.8 / Avg: 133.52 / Max: 322.1

OpenBenchmarking.orgGIOPS Per Watt, More Is BetterclpeakOpenCL Test: Integer Compute INTRX 590RX 580RX Vega 56RX Vega 6461218243012.0911.4422.4323.68

OpenBenchmarking.orgCelsius, Fewer Is BetterclpeakGPU Temperature MonitorRX 590RX 580RX Vega 56RX Vega 641122334455Min: 38 / Avg: 41.36 / Max: 56Min: 34 / Avg: 37.71 / Max: 50Min: 40 / Avg: 43.74 / Max: 49Min: 42 / Avg: 46.65 / Max: 57

OpenBenchmarking.orgWatts, Fewer Is BetterclpeakSystem Power Consumption MonitorRX 590RX 580RX Vega 56RX Vega 6460120180240300Min: 79.2 / Avg: 117.14 / Max: 233.2Min: 71 / Avg: 109.44 / Max: 203.5Min: 49.1 / Avg: 89.06 / Max: 257.9Min: 52.7 / Avg: 104.67 / Max: 335.3

OpenBenchmarking.orgGBPS Per Watt, More Is BetterclpeakOpenCL Test: Transfer Bandwidth enqueueWriteBufferRX 590RX 580RX Vega 56RX Vega 640.13280.26560.39840.53120.6640.420.450.590.56

OpenBenchmarking.orgCelsius, Fewer Is BetterclpeakGPU Temperature MonitorRX 590RX 580RX Vega 56RX Vega 641020304050Min: 35 / Avg: 37.05 / Max: 40Min: 32 / Avg: 33.27 / Max: 37Min: 35 / Avg: 38.05 / Max: 43Min: 36 / Avg: 40.64 / Max: 48

OpenBenchmarking.orgWatts, Fewer Is BetterclpeakSystem Power Consumption MonitorRX 590RX 580RX Vega 56RX Vega 6420406080100Min: 78.6 / Avg: 105.13 / Max: 109.6Min: 70.1 / Avg: 99 / Max: 100.8Min: 48.2 / Avg: 76.77 / Max: 79.1Min: 51.4 / Avg: 79.27 / Max: 81.1

OpenBenchmarking.orgGBPS Per Watt, More Is BetterclpeakOpenCL Test: Transfer Bandwidth enqueueReadBufferRX 590RX 580RX Vega 56RX Vega 640.04950.0990.14850.1980.24750.150.160.220.21

OpenBenchmarking.orgCelsius, Fewer Is BetterclpeakGPU Temperature MonitorRX 590RX 580RX Vega 56RX Vega 64816243240Min: 35 / Avg: 35.21 / Max: 36Min: 31 / Avg: 31.18 / Max: 32Min: 33 / Avg: 33.73 / Max: 35Min: 32 / Avg: 33.85 / Max: 36

OpenBenchmarking.orgWatts, Fewer Is BetterclpeakSystem Power Consumption MonitorRX 590RX 580RX Vega 56RX Vega 6420406080100Min: 78.6 / Avg: 105.05 / Max: 110.7Min: 69.5 / Avg: 98.49 / Max: 101Min: 73.9 / Avg: 77.01 / Max: 77.7Min: 49.9 / Avg: 78.27 / Max: 81

OpenBenchmarking.orgCelsius, Fewer Is BetterclpeakGPU Temperature MonitorRX 590RX 580RX Vega 56RX Vega 64816243240Min: 35 / Avg: 35.11 / Max: 38Min: 31 / Avg: 31.03 / Max: 32Min: 32 / Avg: 32.61 / Max: 34Min: 32 / Avg: 32.11 / Max: 33

OpenBenchmarking.orgWatts, Fewer Is BetterclpeakSystem Power Consumption MonitorRX 590RX 580RX Vega 56RX Vega 6420406080100Min: 78.8 / Avg: 105.05 / Max: 110.8Min: 69.7 / Avg: 98.35 / Max: 99.6Min: 47.4 / Avg: 76.29 / Max: 77.6Min: 59.1 / Avg: 78.52 / Max: 79.5

SHOC Scalable HeterOgeneous Computing

OpenBenchmarking.orgCelsius, Fewer Is BetterSHOC Scalable HeterOgeneous Computing 2015-11-10GPU Temperature MonitorRX 590RX 580RX Vega 56RX Vega 641020304050Min: 40 / Avg: 41 / Max: 42Min: 37 / Avg: 37 / Max: 37Min: 42 / Avg: 42.5 / Max: 43Min: 49 / Avg: 49.5 / Max: 50

OpenBenchmarking.orgWatts, Fewer Is BetterSHOC Scalable HeterOgeneous Computing 2015-11-10System Power Consumption MonitorRX 590RX 580RX Vega 56RX Vega 6420406080100Min: 81.9 / Avg: 92.65 / Max: 103.4Min: 49 / Avg: 65 / Max: 81Min: 51.7 / Avg: 64.95 / Max: 78.2

OpenBenchmarking.orgCelsius, Fewer Is BetterSHOC Scalable HeterOgeneous Computing 2015-11-10GPU Temperature MonitorRX 590RX 580RX Vega 56RX Vega 641122334455Min: 39 / Avg: 44.67 / Max: 55Min: 35 / Avg: 42 / Max: 49Min: 38 / Avg: 39.5 / Max: 41

OpenBenchmarking.orgWatts, Fewer Is BetterSHOC Scalable HeterOgeneous Computing 2015-11-10System Power Consumption MonitorRX 590RX 580RX Vega 56RX Vega 6450100150200250Min: 138.3 / Avg: 188 / Max: 237.7Min: 92.2 / Avg: 137.05 / Max: 181.9Min: 47.8 / Avg: 120.9 / Max: 194Min: 62.2 / Avg: 183.8 / Max: 305.4

OpenBenchmarking.orgCelsius, Fewer Is BetterSHOC Scalable HeterOgeneous Computing 2015-11-10GPU Temperature MonitorRX 590RX 580RX Vega 56RX Vega 64918273645Min: 39 / Avg: 40.5 / Max: 42Min: 39 / Avg: 39.5 / Max: 40

OpenBenchmarking.orgWatts, Fewer Is BetterSHOC Scalable HeterOgeneous Computing 2015-11-10System Power Consumption MonitorRX 590RX 580RX Vega 56RX Vega 64306090120150Min: 80.6 / Avg: 100.5 / Max: 136Min: 47.7 / Avg: 48.75 / Max: 49.8Min: 50.5 / Avg: 65.45 / Max: 80.4

GPU Temperature Monitor

OpenBenchmarking.orgCelsiusGPU Temperature MonitorPhoronix Test Suite System MonitoringRX 590RX 580RX Vega 56RX Vega 641428425670Min: 35 / Avg: 46.18 / Max: 73Min: 26 / Avg: 39.71 / Max: 61Min: 28 / Avg: 47.45 / Max: 74Min: 45 / Avg: 52.93 / Max: 65

System Power Consumption Monitor

OpenBenchmarking.orgWattsSystem Power Consumption MonitorPhoronix Test Suite System MonitoringRX 590RX 580RX Vega 56RX Vega 6450100150200250Min: 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: 305.4

124 Results Shown

LeelaChessZero
LeelaChessZero:
  OpenCL
  GPU Temp Monitor
  System Power Consumption Monitor
PlaidML
PlaidML:
  Yes - Inference - Mobilenet - OpenCL
  GPU Temp Monitor
  System Power Consumption Monitor
PlaidML
PlaidML:
  Yes - Inference - Inception V3 - OpenCL
  GPU Temp Monitor
  System Power Consumption Monitor
PlaidML
PlaidML:
  Yes - Inference - ResNet 50 - OpenCL
  GPU Temp Monitor
  System Power Consumption Monitor
PlaidML
PlaidML:
  Yes - Inference - VGG16 - OpenCL
  GPU Temp Monitor
  System Power Consumption Monitor
PlaidML
PlaidML:
  No - Training - Mobilenet - OpenCL
  GPU Temp Monitor
  System Power Consumption Monitor
PlaidML
PlaidML:
  No - Training - IMDB LSTM - OpenCL
  GPU Temp Monitor
  System Power Consumption Monitor
PlaidML
PlaidML:
  No - Inference - Mobilenet - OpenCL
  GPU Temp Monitor
  System Power Consumption Monitor
PlaidML
PlaidML:
  No - Inference - Inception V3 - OpenCL
  GPU Temp Monitor
  System Power Consumption Monitor
PlaidML
PlaidML:
  No - Inference - ResNet 50 - OpenCL
  GPU Temp Monitor
  System Power Consumption Monitor
PlaidML
PlaidML:
  No - Inference - IMDB LSTM - OpenCL
  GPU Temp Monitor
  System Power Consumption Monitor
PlaidML
PlaidML:
  No - Inference - VGG16 - OpenCL
  GPU Temp Monitor
  System Power Consumption Monitor
Darktable:
  Boat - OpenCL
  Masskrug - OpenCL
  Server Room - OpenCL
  Server Rack - OpenCL
LuxMark
LuxMark:
  GPU - Luxball HDR
  GPU Temp Monitor
  System Power Consumption Monitor
cl-mem
cl-mem:
  Read
  GPU Temp Monitor
  System Power Consumption Monitor
cl-mem
cl-mem:
  Write
  GPU Temp Monitor
  System Power Consumption Monitor
cl-mem
cl-mem:
  Copy
  GPU Temp Monitor
  System Power Consumption Monitor
clpeak:
  Global Memory Bandwidth
  Single-Precision Float
  Double-Precision Double
  Integer Compute INT
  Transfer Bandwidth enqueueWriteBuffer
  Transfer Bandwidth enqueueReadBuffer
  Kernel Latency
SHOC Scalable HeterOgeneous Computing
SHOC Scalable HeterOgeneous Computing:
  OpenCL - Texture Read Bandwidth
  GPU Temp Monitor
  System Power Consumption Monitor
SHOC Scalable HeterOgeneous Computing:
  OpenCL - FFT SP
  OpenCL - MD5 Hash
  OpenCL - Triad
JuliaGPU
JuliaGPU:
  GPU
  GPU Temp Monitor
  System Power Consumption Monitor
  Phoronix Test Suite System Monitoring
  Phoronix Test Suite System Monitoring
  GPU Temp Monitor
  System Power Consumption Monitor
  GPU Temp Monitor
  System Power Consumption Monitor
  GPU Temp Monitor
  System Power Consumption Monitor
  GPU Temp Monitor
  System Power Consumption Monitor
  Global Memory Bandwidth
  GPU Temp Monitor
  System Power Consumption Monitor
  Single-Precision Float
  GPU Temp Monitor
  System Power Consumption Monitor
  Double-Precision Double
  GPU Temp Monitor
  System Power Consumption Monitor
  Integer Compute INT
  GPU Temp Monitor
  System Power Consumption Monitor
  Transfer Bandwidth enqueueWriteBuffer
  GPU Temp Monitor
  System Power Consumption Monitor
  Transfer Bandwidth enqueueReadBuffer
  GPU Temp Monitor
  System Power Consumption Monitor
  GPU Temp Monitor
  System Power Consumption Monitor
  GPU Temp Monitor
  System Power Consumption Monitor
  GPU Temp Monitor
  System Power Consumption Monitor
  GPU Temp Monitor
  System Power Consumption Monitor
  Phoronix Test Suite System Monitoring
  Phoronix Test Suite System Monitoring