res.txt

2 x Intel Xeon Gold 6244 testing with a Dell 060K5C (2.4.1 BIOS) and NVIDIA Quadro GV100 32GB on Ubuntu 20.04.6 LTS via the Phoronix Test Suite.

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2024-02-05 13:53
February 05
 
2024-02-05 13:58
February 05
  15 Hours, 3 Minutes
2024-02-05 18:03
February 05
 
2024-02-05 18:36
February 05
 
2024-02-06 08:56
February 06
  16 Hours, 53 Minutes
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res.txt, "NCNN 20230517 - Target: CPU - Model: mobilenet", Lower Results Are Better "2024-02-05 13:58",16.06,16.15,17.55,17.91,14.87,18.08,16.9,17.84,16.16,16.81,17.77,18.37,16.07,18.25,15.04 "2024-02-05 18:36",128.82,17.13,16.95,17.65,18.22,16.24,16.17,17.69,18.56 "2024-02-06 08:56",14.62,17.51,18.19,17.06,16.7,17.28,17.62,16.54,17.58,17.69,17.63 "NCNN 20230517 - Target: CPU-v2-v2 - Model: mobilenet-v2", Lower Results Are Better "2024-02-05 13:58",7.05,7.28,7.63,7.69,7.39,7.31,7.38,7.21,7.26,7.47,7.04,6.31,7.3,6.02,7.4 "2024-02-05 18:36",1154.29,7.46,5.97,7.59,883.3,7.22,135.84,7.26,1153.88 "2024-02-06 08:56",6.99,6.98,6.88,7.02,7.43,7.14,7.07,6.9,6.93,7.03,6.92 "NCNN 20230517 - Target: CPU-v3-v3 - Model: mobilenet-v3", Lower Results Are Better "2024-02-05 13:58",6.5,6.74,7.1,7.07,6.81,6.75,6.77,6.71,6.74,6.98,6.76,6.14,6.81,6,6.97 "2024-02-05 18:36",1355.78,6.83,6.01,32.44,6.96,6.84,1355.08,6.81,1355.59 "2024-02-06 08:56",6.57,6.42,6.55,6.46,6.81,6.53,6.82,6.59,6.56,6.45,6.48 "NCNN 20230517 - Target: CPU - Model: shufflenet-v2", Lower Results Are Better "2024-02-05 13:58",7.2,7.51,7.58,7.46,7.53,7.33,7.47,7.29,7.46,7.22,7.46,7.41,7.53,7.15,7.04 "2024-02-05 18:36",7.22,7.58,7.02,7.5,7.44,1575.92,6.72,7.62,7.21 "2024-02-06 08:56",7.34,7.26,7.22,7.19,7.36,7.15,7.28,7.08,7.17,7.22,7.14 "NCNN 20230517 - Target: CPU - Model: mnasnet", Lower Results Are Better "2024-02-05 13:58",6.27,6.4,7.02,6.75,6.36,6.4,6.47,6.44,6.48,6.57,6.51,5.66,6.59,5.61,6.6 "2024-02-05 18:36",6.59,6.48,5.54,6.3,6.57,1131.1,5.23,6.47,6.53 "2024-02-06 08:56",6.36,6.22,7.24,6.17,6.62,6.24,6.43,6.23,6.2,6.18,6.26 "NCNN 20230517 - Target: CPU - Model: efficientnet-b0", Lower Results Are Better "2024-02-05 13:58",8.28,8.47,9.12,7.75,8.61,8.81,8.63,8.32,8.64,8.45,8.69,7.87,8.74,7.87,8.76 "2024-02-05 18:36",8.57,8.87,8.02,8.72,8.51,9.19,7.75,8.6,8.52 "2024-02-06 08:56",8.45,8.21,8.82,8.15,8.77,8.37,8.46,8.17,8.18,8.33,8.17 "NCNN 20230517 - Target: CPU - Model: blazeface", Lower Results Are Better "2024-02-05 13:58",2.84,3.27,3.16,2.43,3.13,3.22,2.42,2.99,3.11,2.73,3.16,2.55,3.06,2.5,3.11 "2024-02-05 18:36",3.07,2.52,2.29,3.06,3.04,3.17,2.32,3.03,2.99 "2024-02-06 08:56",3.07,3,3.11,2.94,3.13,2.97,3.06,2.95,3.03,2.96,2.96 "NCNN 20230517 - Target: CPU - Model: googlenet", Lower Results Are Better "2024-02-05 13:58",16.14,17.13,16.86,13.88,17,17.16,14,16.74,16.83,15.28,17.25,15.94,16.51,15.67,16.7 "2024-02-05 18:36",16.2,15.54,14.9,16.76,16.66,17.09,14.42,16.86,957.17 "2024-02-06 08:56",16.23,16.01,16.85,16.14,16.83,54.9,16.35,16.23,16.18,16.02,16.18 "NCNN 20230517 - Target: CPU - Model: vgg16", Lower Results Are Better "2024-02-05 13:58",42.87,42.18,42.45,42.02,43.16,41.91,45.08,42.06,42.03,44.37,42.9,44.14,43.73,45.69,43.48 "2024-02-05 18:36",635.62,625.18,582.93,655.16,634.79,642.85,325.77,647.96,604.35 "2024-02-06 08:56",73.55,63.35,73.38,94.48,114.35,72.25,82.14,90.17,63.2,66.7,70.35 "NCNN 20230517 - Target: CPU - Model: resnet18", Lower Results Are Better "2024-02-05 13:58",10.16,9.67,11.22,9.87,9.82,10.94,8.62,9.7,9.81,9.68,10.58,10.12,9.71,9.93,9.81 "2024-02-05 18:36",9.79,857.4,10.15,10.25,9.85,10.86,9.03,9.96,9.96 "2024-02-06 08:56",9.74,9.73,10.91,9.74,10.83,9.8,9.92,9.62,9.68,9.7,9.75 "NCNN 20230517 - Target: CPU - Model: alexnet", Lower Results Are Better "2024-02-05 13:58",6.94,5.87,6.94,6.6,6.76,7.02,6.56,6.79,6.88,6.75,7.03,7.08,6.77,7.06,7.02 "2024-02-05 18:36",6.7,383.02,239.01,6.84,6.9,6.91,7.06,6.77,6.97 "2024-02-06 08:56",6.75,6.6,7.04,6.62,6.94,6.6,6.75,6.72,6.58,6.79,6.56 "NCNN 20230517 - Target: CPU - Model: resnet50", Lower Results Are Better "2024-02-05 13:58",19.62,17.86,19.26,18.75,17.44,18.47,18.28,18.46,18.6,19.09,18.65,18.38,18.51,18.64,16.85 "2024-02-05 18:36",1661.32,1660.89,35.59,1660.26,17.78,1661.21,1658.75,1659.78,1500.51 "2024-02-06 08:56",16.17,18.29,18.64,17.68,18.01,17.79,17.86,18.37,18.36,18.05,18.51 "NCNN 20230517 - Target: CPU - Model: yolov4-tiny", Lower Results Are Better "2024-02-05 13:58",32.1,28.65,30.57,30.52,28.64,32.71,32.57,31.83,29.5,30.34,32.36,30.94,29.28,30.85,32.45 "2024-02-05 18:36",39.39,35.08,625.24,37.29,699.89,31.41,33.38,36.22,753.47 "2024-02-06 08:56",34.18,37.25,30.38,48.37,32.61,63.04,38.72,31.54,32.88,34.82,88.91 "NCNN 20230517 - Target: CPU - Model: squeezenet_ssd", Lower Results Are Better "2024-02-05 13:58",15.37,14.6,16.07,16.4,13.64,15.81,14.9,15.75,15.11,15.62,16.33,16.36,14.49,16.15,13.47 "2024-02-05 18:36",1840.79,1840.03,14.93,23.12,13.54,1841.11,1838.67,1840.51,16.88 "2024-02-06 08:56",13.12,15.76,21.72,15.54,15.41,15.89,15.83,15.44,15.95,15.84,15.61 "NCNN 20230517 - Target: CPU - Model: regnety_400m", Lower Results Are Better "2024-02-05 13:58",21.86,21.17,21.42,20.28,21.43,21.53,21.11,21.31,21.4,20.85,23.45,21.09,21.2,21.6,21.53 "2024-02-05 18:36",20.69,21.31,19.88,21.94,21.01,21.27,19.93,21.81,60.16 "2024-02-06 08:56",20.49,20.67,21.02,20.44,21.15,20.87,20.98,20.47,20.84,20.56,20.41 "NCNN 20230517 - Target: CPU - Model: vision_transformer", Lower Results Are Better "2024-02-05 13:58",66.87,69.47,69.58,70.29,65.6,68.92,65.8,67.94,66.06,70.16,64.79,68.1,65.68,68.29,68.99 "2024-02-05 18:36",1694.2,1751.55,1567.17,1750.85,1546.37,1751.68,1551.84,1738.53,1477.78 "2024-02-06 08:56",106.38,63.37,86.6,123.7,62.61,89.99,65.91,78.2,66.56,135.5,79.45 "NCNN 20230517 - Target: CPU - Model: FastestDet", Lower Results Are Better "2024-02-05 13:58",6.65,9.03,8.76,8.4,9.8,6.46,9.2,5.79,7.15,8.75,8.08,7.91,9.35,8.54,10.19 "2024-02-05 18:36",1099.83,220.54,1692.9,1219.34,1693.41,764.11,1693.17,264.38,1361.77 "2024-02-06 08:56",6.09,9.28,8.06,6.25,9.23,8.71,9.31,7.61,7.54,9.24,7.68 "NCNN 20230517 - Target: Vulkan GPU - Model: mobilenet", Lower Results Are Better "2024-02-05 13:58",15.15,17.92,18.01,17.9,16.18,15.04,15.59,17.3,16.03,15.66,18.51,15.75,17.91,16.09,17.88 "2024-02-05 18:36",18.66,17.21,1334.28,16.01,18.72,15.25,16.03,17.93 "2024-02-06 08:56",16.37,17.14,17.14,14.75,33.18,17.24,15.88,14.78,16.98 "NCNN 20230517 - Target: Vulkan GPU-v2-v2 - Model: mobilenet-v2", Lower Results Are Better "2024-02-05 13:58",7.43,7.23,7.08,6.9,6.42,6.42,7.04,7.17,7.32,7.28,7.02,6.98,7.41,7.03,7.24 "2024-02-05 18:36",5.61,628.79,7.22,7.22,7.05,7.09,6.96,7.09 "2024-02-06 08:56",6.91,6.97,6.99,6.95,6.92,7,7,7.12,6.97 "NCNN 20230517 - Target: Vulkan GPU-v3-v3 - Model: mobilenet-v3", Lower Results Are Better "2024-02-05 13:58",6.96,6.73,6.72,6.53,6.45,6.27,6.57,6.8,6.69,6.82,6.76,6.51,6.92,6.58,6.71 "2024-02-05 18:36",5.91,6.75,6.84,6.82,606.21,6.7,6.49,6.52 "2024-02-06 08:56",6.39,6.45,6.56,6.52,6.61,6.63,6.56,6.52,6.49 "NCNN 20230517 - Target: Vulkan GPU - Model: shufflenet-v2", Lower Results Are Better "2024-02-05 13:58",7.78,7.72,7.51,7.26,7.45,7.39,7.31,8.11,7.36,7.66,7.39,7.35,7.6,7.37,7.57 "2024-02-05 18:36",6.65,7.1,7.6,7.51,7.4,7.29,7.4,7.38 "2024-02-06 08:56",7.19,7.15,7.18,7.11,7.19,7.23,7.26,7.39,7.21 "NCNN 20230517 - Target: Vulkan GPU - Model: mnasnet", Lower Results Are Better "2024-02-05 13:58",6.54,7.1,6.49,6.1,6.56,6.35,6.28,6.63,6.49,6.36,6.42,6.16,6.63,6.35,6.42 "2024-02-05 18:36",5.36,6.78,6.61,6.43,6.8,6.35,6.23,6.21 "2024-02-06 08:56",6.22,6.23,6.17,6.33,6.44,6.25,6.45,6.21,6.21 "NCNN 20230517 - Target: Vulkan GPU - Model: efficientnet-b0", Lower Results Are Better "2024-02-05 13:58",8.62,9.44,8.69,8.2,8.92,8.49,8.24,9.84,8.47,8.64,8.94,8.19,8.67,8.45,8.51 "2024-02-05 18:36",7.55,8.91,8.67,8.54,9.25,8.35,8.19,8.18 "2024-02-06 08:56",8.05,8.13,8.14,8.25,8.27,8.17,8.26,8.4,8.21 "NCNN 20230517 - Target: Vulkan GPU - Model: blazeface", Lower Results Are Better "2024-02-05 13:58",3.13,3.18,2.99,2.83,2.8,2.8,2.92,3,3.05,3.14,3.09,2.97,3.26,2.89,3.16 "2024-02-05 18:36",2.37,2.72,3.18,3.15,3.08,3.01,3.01,3.01 "2024-02-06 08:56",2.93,2.99,3,3,3.02,3.01,3.01,3,2.98 "NCNN 20230517 - Target: Vulkan GPU - Model: googlenet", Lower Results Are Better "2024-02-05 13:58",17.05,17.45,16.3,15.75,16.9,16.47,16.27,17.24,16.52,16.95,16.47,16.07,16.67,17.51,16.6 "2024-02-05 18:36",14.5,16.68,16.83,16.98,16.47,16.29,16.02,15.99 "2024-02-06 08:56",15.88,15.8,16.05,15.98,16.04,16.29,16.36,16.23,16.08 "NCNN 20230517 - Target: Vulkan GPU - Model: vgg16", Lower Results Are Better "2024-02-05 13:58",41.37,42.81,41.88,43.63,42.57,44.58,42.39,43.37,41.86,42.89,48.59,43.31,47.46,40.91,42.68 "2024-02-05 18:36",633.63,643,640.15,653.13,653.59,650.73,73.74,65.35 "2024-02-06 08:56",73.57,147.55,64.41,81.2,70.77,69.04,91.9,77.34,90.64 "NCNN 20230517 - Target: Vulkan GPU - Model: resnet18", Lower Results Are Better "2024-02-05 13:58",10.16,10.18,9.86,9.68,10.79,9.65,9.79,9.63,9.91,9.93,10.71,9.54,9.85,10.71,9.72 "2024-02-05 18:36",8.94,10.68,10.06,10.17,9.98,9.87,9.57,9.54 "2024-02-06 08:56",9.59,9.59,9.55,9.58,9.69,9.87,9.75,9.85,9.7 "NCNN 20230517 - Target: Vulkan GPU - Model: alexnet", Lower Results Are Better "2024-02-05 13:58",6.87,6.68,6.51,6.71,6.29,6.79,6.27,6.59,6.63,6.77,6.71,6.68,6.64,6.93,6.72 "2024-02-05 18:36",6.71,6.97,7.04,6.9,6.91,6.79,6.74,6.6 "2024-02-06 08:56",6.77,6.6,6.64,6.56,6.66,6.59,6.66,6.61 "NCNN 20230517 - Target: Vulkan GPU - Model: resnet50", Lower Results Are Better "2024-02-05 13:58",16.72,18.46,18.2,18.62,18.6,17.07,18.7,18.01,18.38,17.18,18.46,18.67,18.45,18.22,18.57 "2024-02-05 18:36",19.82,1662.09,17.5,771.23,619.22,1396.57,18.21,18.5 "2024-02-06 08:56",18.65,18.36,18.01,16.39,20.2,18.17,17.11,17.04,18.37 "NCNN 20230517 - Target: Vulkan GPU - Model: yolov4-tiny", Lower Results Are Better "2024-02-05 13:58",30.44,32.3,30.21,30.19,31.02,32.81,29.3,29.89,30.08,28.72,31.2,30.15,32.2,44.76,29.82 "2024-02-05 18:36",38.01,778.63,731.17,617.6,749.96,392.18,30.55,37.58 "2024-02-06 08:56",33.03,41.4,59.79,28.04,42.67,49.84,32.79,31.03,30.58 "NCNN 20230517 - Target: Vulkan GPU - Model: squeezenet_ssd", Lower Results Are Better "2024-02-05 13:58",13.72,16.26,16.18,15.29,15.1,14.42,14.39,15.75,15.41,13.96,16.95,16.36,16.23,15.84,15.99 "2024-02-05 18:36",17.16,1840.98,13.82,14.99,17.35,14.26,14.63,21.65 "2024-02-06 08:56",14.57,15.63,15.73,13.33,17.07,15.5,13.9,13.4,15.28 "NCNN 20230517 - Target: Vulkan GPU - Model: regnety_400m", Lower Results Are Better "2024-02-05 13:58",21.83,21.39,21.16,21.65,21.19,21.29,19.99,21.45,21.11,21.33,22.2,20.68,23.74,21.03,22 "2024-02-05 18:36",19.88,20.84,21.95,22.05,751.97,21.02,20.76,21.01 "2024-02-06 08:56",20.43,20.69,20.9,20.62,20.69,20.78,20.75,20.73,20.77 "NCNN 20230517 - Target: Vulkan GPU - Model: vision_transformer", Lower Results Are Better "2024-02-05 13:58",66.46,70.54,71.96,68.42,69.58,65.81,66,72.29,69.42,72.17,63.42,66.44,63.89,72.65,68.09 "2024-02-05 18:36",1539.22,1752.16,1748.82,1666.88,1749.16,1502.82,74.27,71.36 "2024-02-06 08:56",93.07,76.38,125.17,60.84,85.24,81.93,67.92,111.51,62.75 "NCNN 20230517 - Target: Vulkan GPU - Model: FastestDet", Lower Results Are Better "2024-02-05 13:58",6.65,6.65,9.29,9.35,6.51,8.5,7.53,9.7,8.69,8.88,6.87,7.92,8.19,8.15,9.5 "2024-02-05 18:36",1565.5,1600.04,247.04,108.18,1693.63,6,8.09,9.36 "2024-02-06 08:56",8.43,6.4,6.65,6.54,7.73,6.55,6.62,8.63,8.29 "PlaidML - FP16: No - Mode: Training - Network: VGG16 - Device: CPU", Higher Results Are Better "2024-02-05 13:58", "2024-02-05 18:36", "2024-02-06 08:56", "PlaidML - FP16: No - Mode: Training - Network: VGG19 - Device: CPU", Higher Results Are Better "2024-02-05 13:58", "2024-02-05 18:36", "2024-02-06 08:56", "PlaidML - FP16: No - Mode: Inference - Network: VGG16 - Device: CPU", Higher Results Are Better "2024-02-05 13:58", "2024-02-05 18:36", "2024-02-06 08:56", "PlaidML - FP16: No - Mode: Inference - Network: VGG19 - Device: CPU", Higher Results Are Better "2024-02-05 13:58", "2024-02-05 18:36", "2024-02-06 08:56", "PlaidML - FP16: Yes - Mode: Training - Network: VGG16 - Device: CPU", Higher Results Are Better "2024-02-05 13:58", "2024-02-05 18:36", "2024-02-06 08:56", "PlaidML - FP16: Yes - Mode: Training - Network: VGG19 - Device: CPU", Higher Results Are Better "2024-02-05 13:58", "2024-02-05 18:36", "2024-02-06 08:56", "PlaidML - FP16: Yes - Mode: Inference - Network: VGG16 - Device: CPU", Higher Results Are Better "2024-02-05 13:58", "2024-02-05 18:36", "2024-02-06 08:56", "PlaidML - FP16: Yes - Mode: Inference - Network: VGG19 - Device: CPU", Higher Results Are Better "2024-02-05 13:58", "2024-02-05 18:36", "2024-02-06 08:56", "PlaidML - FP16: No - Mode: Training - Network: IMDB LSTM - Device: CPU", Higher Results Are Better "2024-02-05 13:58", "2024-02-05 18:36", "2024-02-06 08:56", "PlaidML - FP16: No - Mode: Training - Network: Mobilenet - Device: CPU", Higher Results Are Better "2024-02-05 13:58", "2024-02-05 18:36", "2024-02-06 08:56", "PlaidML - FP16: No - Mode: Training - Network: ResNet 50 - Device: CPU", Higher Results Are Better "2024-02-06 08:56",0.37,0.37,0.36 "PlaidML - FP16: No - Mode: Inference - Network: IMDB LSTM - Device: CPU", Higher Results Are Better "2024-02-06 08:56", "PlaidML - FP16: No - Mode: Inference - Network: Mobilenet - Device: CPU", Higher Results Are Better "2024-02-06 08:56", "PlaidML - FP16: No - Mode: Inference - Network: ResNet 50 - Device: CPU", Higher Results Are Better "2024-02-06 08:56",5.04,4.98,5.06 "PlaidML - FP16: Yes - Mode: Training - Network: IMDB LSTM - Device: CPU", Higher Results Are Better "2024-02-06 08:56", "PlaidML - FP16: Yes - Mode: Training - Network: Mobilenet - Device: CPU", Higher Results Are Better "2024-02-06 08:56", "PlaidML - FP16: Yes - Mode: Training - Network: ResNet 50 - Device: CPU", Higher Results Are Better "2024-02-06 08:56", "PlaidML - FP16: Yes - Mode: Inference - Network: IMDB LSTM - Device: CPU", Higher Results Are Better "2024-02-06 08:56", "PlaidML - FP16: Yes - Mode: Inference - Network: Mobilenet - Device: CPU", Higher Results Are Better "2024-02-06 08:56", "PlaidML - FP16: Yes - Mode: Inference - Network: ResNet 50 - Device: CPU", Higher Results Are Better "2024-02-06 08:56", "PlaidML - FP16: No - Mode: Training - Network: DenseNet 201 - Device: CPU", Higher Results Are Better "2024-02-06 08:56", "PlaidML - FP16: No - Mode: Training - Network: Inception V3 - Device: CPU", Higher Results Are Better "2024-02-06 08:56", "PlaidML - FP16: No - Mode: Training - Network: NASNer Large - Device: CPU", Higher Results Are Better "2024-02-06 08:56", "PlaidML - FP16: No - Mode: Inference - Network: DenseNet 201 - Device: CPU", Higher Results Are Better "2024-02-06 08:56", "PlaidML - FP16: No - Mode: Inference - Network: Inception V3 - Device: CPU", Higher Results Are Better "2024-02-06 08:56", "PlaidML - FP16: No - Mode: Inference - Network: NASNer Large - Device: CPU", Higher Results Are Better "2024-02-06 08:56", "PlaidML - FP16: Yes - Mode: Training - Network: DenseNet 201 - Device: CPU", Higher Results Are Better "2024-02-06 08:56", "PlaidML - FP16: Yes - Mode: Training - Network: Inception V3 - Device: CPU", Higher Results Are Better "2024-02-06 08:56", "PlaidML - FP16: Yes - Mode: Training - Network: NASNer Large - Device: CPU", Higher Results Are Better "2024-02-06 08:56", "PlaidML - FP16: Yes - Mode: Inference - Network: DenseNet 201 - Device: CPU", Higher Results Are Better "2024-02-06 08:56", "PlaidML - FP16: Yes - Mode: Inference - Network: Inception V3 - Device: CPU", Higher Results Are Better "2024-02-06 08:56", "PlaidML - FP16: Yes - Mode: Inference - Network: NASNer Large - Device: CPU", Higher Results Are Better "2024-02-06 08:56",