NVIDIA and AMD GPU Linux compute benchmarks December 2018 by Michael Larabel for a future article, review of the NVIDIA TITAN RTX.
Compare your own system(s) to this result file with the
Phoronix Test Suite by running the command:
phoronix-test-suite benchmark 1812224-SP-GPUCOMPUT75
NVIDIA TITAN RTX Linux GPU Compute Benchmarks,
"NVIDIA GPU Cloud TensorFlow 18.09 - System Power Consumption Monitor",
Lower Results Are Better
"GTX 980 Ti",
"GTX TITAN X GM200",
"GTX 1070",
"GTX 1070 Ti",
"GTX 1080",
"GTX 1080 Ti",
"RTX 2080",
"RTX 2080 Ti",
"TITAN RTX",
"NVIDIA GPU Cloud TensorFlow 18.09 - System Power Consumption Monitor",
Lower Results Are Better
"GTX TITAN X GM200",
"GTX 1070",
"GTX 1070 Ti",
"GTX 1080",
"GTX 1080 Ti",
"RTX 2080",
"RTX 2080 Ti",
"TITAN RTX",
"NVIDIA GPU Cloud TensorFlow 18.09 - System Power Consumption Monitor",
Lower Results Are Better
"GTX 980 Ti",
"GTX TITAN X GM200",
"GTX 1070",
"GTX 1070 Ti",
"GTX 1080",
"GTX 1080 Ti",
"RTX 2070",
"RTX 2080",
"RTX 2080 Ti",
"TITAN RTX",
"NVIDIA GPU Cloud TensorFlow 18.09 - System Power Consumption Monitor",
Lower Results Are Better
"GTX 980 Ti",
"GTX TITAN X GM200",
"GTX 1070",
"GTX 1070 Ti",
"GTX 1080",
"GTX 1080 Ti",
"RTX 2080",
"RTX 2080 Ti",
"TITAN RTX",
"NVIDIA GPU Cloud TensorFlow 18.09 - System Power Consumption Monitor",
Lower Results Are Better
"GTX 980 Ti",
"GTX TITAN X GM200",
"GTX 1070",
"GTX 1070 Ti",
"GTX 1080",
"GTX 1080 Ti",
"RTX 2080",
"RTX 2080 Ti",
"TITAN RTX",
"NVIDIA GPU Cloud TensorFlow 18.09 - System Power Consumption Monitor",
Lower Results Are Better
"GTX 980",
"GTX 980 Ti",
"GTX TITAN X GM200",
"GTX 1070",
"GTX 1070 Ti",
"GTX 1080",
"GTX 1080 Ti",
"RTX 2080",
"RTX 2080 Ti",
"TITAN RTX",
"NVIDIA GPU Cloud TensorFlow 18.09 - System Power Consumption Monitor",
Lower Results Are Better
"GTX TITAN X GM200",
"GTX 1070",
"GTX 1070 Ti",
"GTX 1080",
"GTX 1080 Ti",
"RTX 2080",
"RTX 2080 Ti",
"TITAN RTX",
"NVIDIA GPU Cloud TensorFlow 18.09 - System Power Consumption Monitor",
Lower Results Are Better
"GTX 980",
"GTX 980 Ti",
"GTX TITAN X GM200",
"GTX 1070",
"GTX 1070 Ti",
"GTX 1080",
"GTX 1080 Ti",
"RTX 2070",
"RTX 2080",
"RTX 2080 Ti",
"TITAN RTX",
"LuxMark 3.1 - System Power Consumption Monitor",
Lower Results Are Better
"GTX 980",
"GTX 980 Ti",
"GTX TITAN X GM200",
"GTX 1070",
"GTX 1070 Ti",
"GTX 1080",
"GTX 1080 Ti",
"RTX 2070",
"RTX 2080",
"RTX 2080 Ti",
"TITAN RTX",
"RX Vega 56",
"RX Vega 64",
"Chaos Group V-RAY 1.1.0 - System Power Consumption Monitor",
Lower Results Are Better
"GTX 980",
"GTX 980 Ti",
"GTX TITAN X GM200",
"GTX 1070",
"GTX 1070 Ti",
"GTX 1080",
"GTX 1080 Ti",
"RTX 2070",
"RTX 2080",
"RTX 2080 Ti",
"TITAN RTX",
"SHOC Scalable HeterOgeneous Computing 2015-11-10 - System Power Consumption Monitor",
Lower Results Are Better
"GTX 1070",
"GTX 1070 Ti",
"GTX 1080",
"GTX 1080 Ti",
"RTX 2070",
"RTX 2080",
"RTX 2080 Ti",
"TITAN RTX",
"RX Vega 56",
"RX Vega 64",
"NVIDIA GPU Cloud TensorFlow 18.09 - Test: Inception v4, FP16",
Higher Results Are Better
"GTX 980 Ti",
"GTX TITAN X GM200",
"GTX 1070",
"GTX 1070 Ti",
"GTX 1080",
"GTX 1080 Ti",
"RTX 2080",
"RTX 2080 Ti",
"TITAN RTX",
"NVIDIA GPU Cloud TensorFlow 18.09 - Test: ResNet-50, FP16",
Higher Results Are Better
"GTX 980 Ti",
"GTX TITAN X GM200",
"GTX 1070",
"GTX 1070 Ti",
"GTX 1080",
"GTX 1080 Ti",
"RTX 2070",
"RTX 2080",
"RTX 2080 Ti",
"TITAN RTX",
"NVIDIA GPU Cloud TensorFlow 18.09 - Test: AlexNet, FP16",
Higher Results Are Better
"GTX 980",1212.3,1207.2,1205.5
"GTX 980 Ti",1565.6,1544.9,1545.3
"GTX TITAN X GM200",1666.6,1659.3,1660.7
"GTX 1070",1559.6,1563.1,1567.4
"GTX 1070 Ti",1684,1682.6,1682.4
"GTX 1080",1870.6,1879.6,1875.2
"GTX 1080 Ti",2676.9,2672.5,2673.6
"RTX 2080",3158.9,3147.3,3152.5
"RTX 2080 Ti",4431.5,4428.5,4436.3
"TITAN RTX",5036.6,5023,5035.7
"NVIDIA GPU Cloud TensorFlow 18.09 - Test: AlexNet, FP16",
Higher Results Are Better
"GTX 980",
"GTX 980 Ti",
"GTX TITAN X GM200",
"GTX 1070",
"GTX 1070 Ti",
"GTX 1080",
"GTX 1080 Ti",
"RTX 2080",
"RTX 2080 Ti",
"TITAN RTX",
"NVIDIA GPU Cloud TensorFlow 18.09 - Test: Inception v4, FP16",
Higher Results Are Better
"GTX 980 Ti",40.9,41.1,40.7
"GTX TITAN X GM200",43,43.4,43.3
"GTX 1070",44.8,44.7,44.8
"GTX 1070 Ti",49.2,49.2,49.3
"GTX 1080",55.1,55,55
"GTX 1080 Ti",74.5,74.7,74.7
"RTX 2080",102.7,102.9,102.7
"RTX 2080 Ti",136,135.7,136
"TITAN RTX",152.5,152.7,153.2
"LuxMark 3.1 - OpenCL Device: GPU - Scene: Luxball HDR",
Higher Results Are Better
"GTX 980",13308,13214,13204
"GTX 980 Ti",16962,16884,16884
"GTX TITAN X GM200",17322,17287,17288
"GTX 1070",17289,17287,17288
"GTX 1070 Ti",16887,16885,16885
"GTX 1080",13862,13766,13840
"GTX 1080 Ti",21686,21677,21322
"RTX 2070",
"RTX 2080",29646,29639,29637
"RTX 2080 Ti",42825,42643,42611
"TITAN RTX",45991,45954,45851
"RX Vega 56",31216,31145,31177
"RX Vega 64",33934,32449,32061
"NVIDIA GPU Cloud TensorFlow 18.09 - Test: ResNet-50, FP16",
Higher Results Are Better
"GTX 980 Ti",151.7,146.6,151.6
"GTX TITAN X GM200",164.6,153.4,148.6
"GTX 1070",160.4,160.5,160.5
"GTX 1070 Ti",174.8,174.6,174.6
"GTX 1080",192.8,192.5,192.8
"GTX 1080 Ti",270.8,270.3,270.6
"RTX 2070",
"RTX 2080",334,336.4,333.7
"RTX 2080 Ti",449.5,449.6,448.7
"TITAN RTX",520,520.1,520.2
"SHOC Scalable HeterOgeneous Computing 2015-11-10 - Target: OpenCL - Benchmark: FFT SP",
Higher Results Are Better
"GTX 980",467.827,467.831,467.012
"GTX 980 Ti",728.11,728.785,728.358
"GTX TITAN X GM200",724.488,726.541,725.725
"GTX 1070",454.078,451.925,450.867
"GTX 1070 Ti",496.595,495.822,498.283
"GTX 1080",574.101,579.409,570.174
"GTX 1080 Ti",974.493,970.245,972.605
"RTX 2070",946.596,969.547,1078.83
"RTX 2080",1088.89,1087.99,1070.61
"RTX 2080 Ti",1471.34,1429.66,1427.63
"TITAN RTX",1562.71,1525.13,1554.83
"RX Vega 56",928.744,925.053,923.446
"RX Vega 64",1069.21,1071.44,1070.25
"cl-mem 2017-01-13 - Benchmark: Copy",
Higher Results Are Better
"GTX 980",142.7,142.7,142.7
"GTX 980 Ti",217.1,217.1,217.1
"GTX TITAN X GM200",217.8,217.9,217.9
"GTX 1070",186.8,187,186.8
"GTX 1070 Ti",187.8,188,187.8
"GTX 1080",209.3,209.5,209.3
"GTX 1080 Ti",317.3,317.5,317.3
"RTX 2070",330.3,330.6,330.2
"RTX 2080",327.8,328,327.7
"RTX 2080 Ti",454.3,453.3,454.6
"TITAN RTX",483.3,483.5,484.1
"RX Vega 56",203.6,203.4,202.9
"RX Vega 64",221.2,221.2,221
"NVIDIA GPU Cloud TensorFlow 18.09 - Test: VGG-16, FP16",
Higher Results Are Better
"GTX 980 Ti",
"GTX TITAN X GM200",
"GTX 1070",
"GTX 1070 Ti",
"GTX 1080",
"GTX 1080 Ti",
"RTX 2080",
"RTX 2080 Ti",
"TITAN RTX",
"NVIDIA GPU Cloud TensorFlow 18.09 - Test: Googlenet, FP16",
Higher Results Are Better
"GTX 980 Ti",358.5,354.5,354.3
"GTX TITAN X GM200",371.3,374.4,371.5
"GTX 1070",374.9,375.7,374.5
"GTX 1070 Ti",413.3,413.2,413
"GTX 1080",458.1,457.4,457.6
"GTX 1080 Ti",634.4,627.6,626.4
"RTX 2080",738.5,737.7,736.5
"RTX 2080 Ti",1015.9,1014.9,1014.2
"TITAN RTX",1131.9,1130.9,1132
"NVIDIA GPU Cloud TensorFlow 18.09 - Test: VGG-16, FP16",
Higher Results Are Better
"GTX 980 Ti",78.9,75.8,78
"GTX TITAN X GM200",80,78.9,78.7
"GTX 1070",76.8,77,77
"GTX 1070 Ti",84.5,84.4,84.4
"GTX 1080",93.6,92.8,93
"GTX 1080 Ti",131.6,131.2,131.3
"RTX 2080",153.5,153.3,153.2
"RTX 2080 Ti",207.1,206.9,206.9
"TITAN RTX",245,244.7,243.5
"NVIDIA GPU Cloud TensorFlow 18.09 - Test: AlexNet, FP32",
Higher Results Are Better
"GTX 980",1155.4,1154.9,1152
"GTX 980 Ti",1510.4,1497.6,1495
"GTX TITAN X GM200",1587.8,1587.1,1585.2
"GTX 1070",1516.3,1516.1,1514.9
"GTX 1070 Ti",1590.9,1591.5,1590.4
"GTX 1080",1765.6,1765.5,1760.7
"GTX 1080 Ti",2535.4,2541.7,2539.2
"RTX 2070",
"RTX 2080",2419.9,2415.5,2421.7
"RTX 2080 Ti",3354.2,3346.7,3330.5
"TITAN RTX",3578.5,3576.3,3573.4
"NVIDIA GPU Cloud TensorFlow 18.09 - Test: Googlenet, FP16",
Higher Results Are Better
"GTX 980 Ti",
"GTX TITAN X GM200",
"GTX 1070",
"GTX 1070 Ti",
"GTX 1080",
"GTX 1080 Ti",
"RTX 2080",
"RTX 2080 Ti",
"TITAN RTX",
"NVIDIA GPU Cloud TensorFlow 18.09 - GPU Temperature Monitor",
Lower Results Are Better
"GTX 980 Ti",
"GTX TITAN X GM200",
"GTX 1070",
"GTX 1070 Ti",
"GTX 1080",
"GTX 1080 Ti",
"RTX 2070",
"RTX 2080",
"RTX 2080 Ti",
"TITAN RTX",
"NVIDIA GPU Cloud TensorFlow 18.09 - Test: ResNet-50, FP32",
Higher Results Are Better
"GTX TITAN X GM200",
"GTX 1070",
"GTX 1070 Ti",
"GTX 1080",
"GTX 1080 Ti",
"RTX 2080",
"RTX 2080 Ti",
"TITAN RTX",
"NVIDIA GPU Cloud TensorFlow 18.09 - Test: ResNet-50, FP32",
Higher Results Are Better
"GTX TITAN X GM200",124.8,124.2,124.8
"GTX 1070",125.1,125,124.8
"GTX 1070 Ti",132.4,132.5,132.6
"GTX 1080",142.6,142.6,142.4
"GTX 1080 Ti",210.3,209.7,209.8
"RTX 2080",205.1,204.2,204.3
"RTX 2080 Ti",285.6,284.7,284.1
"TITAN RTX",299.7,298.7,298.9
"NVIDIA GPU Cloud TensorFlow 18.09 - Test: AlexNet, FP32",
Higher Results Are Better
"GTX 980",
"GTX 980 Ti",
"GTX TITAN X GM200",
"GTX 1070",
"GTX 1070 Ti",
"GTX 1080",
"GTX 1080 Ti",
"RTX 2070",
"RTX 2080",
"RTX 2080 Ti",
"TITAN RTX",
"NVIDIA GPU Cloud TensorFlow 18.09 - Test: VGG-16, FP32",
Higher Results Are Better
"GTX TITAN X GM200",71.5,73.5,73.3
"GTX 1070",71.7,71.7,71.3
"GTX 1070 Ti",76.4,76.4,76.4
"GTX 1080",82.9,82.9,82.9
"GTX 1080 Ti",119.7,119.5,119.3
"RTX 2080",108.7,108.5,108.5
"RTX 2080 Ti",152.6,152.4,152.2
"TITAN RTX",162.7,162.1,162.2
"Chaos Group V-RAY 1.1.0 - GPU Temperature Monitor",
Lower Results Are Better
"GTX 980",
"GTX 980 Ti",
"GTX TITAN X GM200",
"GTX 1070",
"GTX 1070 Ti",
"GTX 1080",
"GTX 1080 Ti",
"RTX 2070",
"RTX 2080",
"RTX 2080 Ti",
"TITAN RTX",
"Chaos Group V-RAY 1.1.0 - Mode: CUDA GPU",
Lower Results Are Better
"GTX 980",106.1997320652,106.60947108269,106.73212409019
"GTX 980 Ti",77.97345495224,77.627655982971,77.491600990295
"GTX TITAN X GM200",86.503871202469,77.730044126511,77.611968040466
"GTX 1070",90.382238864899,90.422652959824,90.477041006088
"GTX 1070 Ti",86.385491847992,86.275653123856,86.245655059814
"GTX 1080",108.21993589401,98.949126005173,99.030205965042
"GTX 1080 Ti",66.470244169235,66.366580963135,66.399854898453
"RTX 2070",66.071146965027,65.984313964844,66.007846832275
"RTX 2080",72.153366804123,72.02200293541,72.034290075302
"RTX 2080 Ti",62.100353956223,53.043664932251,53.140198945999
"TITAN RTX",50.108500003815,50.091722011566,50.039512872696
"NVIDIA GPU Cloud TensorFlow 18.09 - Test: VGG-16, FP32",
Higher Results Are Better
"GTX TITAN X GM200",
"GTX 1070",
"GTX 1070 Ti",
"GTX 1080",
"GTX 1080 Ti",
"RTX 2080",
"RTX 2080 Ti",
"TITAN RTX",
"NVIDIA GPU Cloud TensorFlow 18.09 - GPU Temperature Monitor",
Lower Results Are Better
"GTX 980 Ti",
"GTX TITAN X GM200",
"GTX 1070",
"GTX 1070 Ti",
"GTX 1080",
"GTX 1080 Ti",
"RTX 2080",
"RTX 2080 Ti",
"TITAN RTX",
"NVIDIA GPU Cloud TensorFlow 18.09 - GPU Temperature Monitor",
Lower Results Are Better
"GTX 980 Ti",
"GTX TITAN X GM200",
"GTX 1070",
"GTX 1070 Ti",
"GTX 1080",
"GTX 1080 Ti",
"RTX 2080",
"RTX 2080 Ti",
"TITAN RTX",
"NVIDIA GPU Cloud TensorFlow 18.09 - GPU Temperature Monitor",
Lower Results Are Better
"GTX 980",
"GTX 980 Ti",
"GTX TITAN X GM200",
"GTX 1070",
"GTX 1070 Ti",
"GTX 1080",
"GTX 1080 Ti",
"RTX 2070",
"RTX 2080",
"RTX 2080 Ti",
"TITAN RTX",
"NVIDIA GPU Cloud TensorFlow 18.09 - GPU Temperature Monitor",
Lower Results Are Better
"GTX TITAN X GM200",
"GTX 1070",
"GTX 1070 Ti",
"GTX 1080",
"GTX 1080 Ti",
"RTX 2080",
"RTX 2080 Ti",
"TITAN RTX",
"NVIDIA GPU Cloud TensorFlow 18.09 - GPU Temperature Monitor",
Lower Results Are Better
"GTX 980 Ti",
"GTX TITAN X GM200",
"GTX 1070",
"GTX 1070 Ti",
"GTX 1080",
"GTX 1080 Ti",
"RTX 2080",
"RTX 2080 Ti",
"TITAN RTX",
"NVIDIA GPU Cloud TensorFlow 18.09 - GPU Temperature Monitor",
Lower Results Are Better
"GTX 980",
"GTX 980 Ti",
"GTX TITAN X GM200",
"GTX 1070",
"GTX 1070 Ti",
"GTX 1080",
"GTX 1080 Ti",
"RTX 2080",
"RTX 2080 Ti",
"TITAN RTX",
"NVIDIA GPU Cloud TensorFlow 18.09 - GPU Temperature Monitor",
Lower Results Are Better
"GTX TITAN X GM200",
"GTX 1070",
"GTX 1070 Ti",
"GTX 1080",
"GTX 1080 Ti",
"RTX 2080",
"RTX 2080 Ti",
"TITAN RTX",
"System Power Consumption Monitor - Phoronix Test Suite System Monitoring",
"GTX 980",
"GTX 980 Ti",
"GTX TITAN X GM200",
"GTX 1070",
"GTX 1070 Ti",
"GTX 1080",
"GTX 1080 Ti",
"RTX 2070",
"RTX 2080",
"RTX 2080 Ti",
"TITAN RTX",
"RX Vega 56",
"RX Vega 64",
"GPU Temperature Monitor - Phoronix Test Suite System Monitoring",
"GTX 980",
"GTX 980 Ti",
"GTX TITAN X GM200",
"GTX 1070",
"GTX 1070 Ti",
"GTX 1080",
"GTX 1080 Ti",
"RTX 2070",
"RTX 2080",
"RTX 2080 Ti",
"TITAN RTX",
"RX Vega 56",
"RX Vega 64",