[DOCS] benchmark update for OVMS 23.0 (#18010)

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Karol Blaszczak 2023-06-27 08:15:23 +02:00 committed by GitHub
parent bcf58344cc
commit 4b70825d53
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4 changed files with 94 additions and 78 deletions

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@ -1,105 +1,121 @@
Network model,Release,IE-Type,Platform name,Throughput-OVMS-INT8,Throughput-OV-INT8,Throughput-OVMS-FP32,Throughput-OV-FP32
begin_rec,,,,,,,
bert-small-uncased-whole-word-masking-squad-0002,OV-2022.3-8991,core,Intel® Core™ i3-10100 CPU-only,19.05,19.24,12.84,13.02
bert-small-uncased-whole-word-masking-squad-0002,OV-2022.3-8991,core,Intel® Core™ i5-8500 CPU-only,21.75,22.97,17.16,17.32
bert-small-uncased-whole-word-masking-squad-0002,OV-2022.3-8991,core,Intel® Core™ i7-8700T CPU-only,18.00,18.33,11.91,12.06
bert-small-uncased-whole-word-masking-squad-0002,OV-2022.3-8991,core,Intel® Core™ i9-10920X CPU-only,81.48,87.59,46.81,48.37
bert-small-uncased-whole-word-masking-squad-0002,OV-2022.3-8991,xeon,Intel® Xeon® Gold 6238 CPU-only,207.39,231.10,104.07,125.89
bert-small-uncased-whole-word-masking-squad-0002,OV-2022.3-8991,xeon,Intel® Xeon® 8260 CPU-only,282.09,287.81,159.05,162.28
bert-base-cased,OV-2023.0,xeon,Intel® Xeon® 8260M CPU-only,559.87,591.49,182.12,188.52
bert-base-cased,OV-2023.0,xeon,Intel® Xeon® Gold 6238M CPU-only,504.08,520.95,157.58,162.80
bert-base-cased,OV-2023.0,core,Intel® Core™ i9-11900K CPU-only,137.25,145.76,38.54,40.85
bert-base-cased,OV-2023.0,core,Intel® Core™ i7-11700K CPU-only,139.53,154.46,40.65,44.50
bert-base-cased,OV-2023.0,core,Intel® Core™ i5-8500 CPU-only,28.38,30.17,17.53,18.44
bert-base-cased,OV-2023.0,core,Intel® Core™ i3-10100 CPU-only,26.43,27.18,15.59,15.76
end_rec,,,,,,,
begin_rec,,,,,,,
DeeplabV3,OV-2022.3-8991,core,Intel® Core™ i3-10100 CPU-only,28.29,31.56,15.94,16.90
DeeplabV3,OV-2022.3-8991,core,Intel® Core™ i5-8500 CPU-only,37.92,40.93,19.35,20.38
DeeplabV3,OV-2022.3-8991,core,Intel® Core™ i7-8700T CPU-only,26.10,27.99,15.33,15.78
DeeplabV3,OV-2022.3-8991,core,Intel® Core™ i9-10920X CPU-only,118.32,142.36,26.18,27.37
DeeplabV3,OV-2022.3-8991,xeon,Intel® Xeon® Gold 6238 CPU-only,347.24,391.34,53.95,73.45
DeeplabV3,OV-2022.3-8991,xeon,Intel® Xeon® 8260 CPU-only,425.70,538.96,125.09,132.23
bert-large-uncased,OV-2023.0,xeon,Intel® Xeon® 8260M CPU-only,32.58,37.81,15.39,16.79
bert-large-uncased,OV-2023.0,xeon,Intel® Xeon® Gold 6238M CPU-only,28.06,33.33,13.70,14.54
bert-large-uncased,OV-2023.0,core,Intel® Core™ i9-11900K CPU-only,8.75,9.04,3.16,3.27
bert-large-uncased,OV-2023.0,core,Intel® Core™ i7-11700K CPU-only,8.15,8.23,3.23,3.28
bert-large-uncased,OV-2023.0,core,Intel® Core™ i5-8500 CPU-only,2.56,2.58,1.52,1.55
bert-large-uncased,OV-2023.0,core,Intel® Core™ i3-10100 CPU-only,2.12,2.29,1.29,1.30
end_rec,,,,,,,
begin_rec,,,,,,,
Densenet-121,OV-2022.3-8991,core,Intel® Core™ i3-10100 CPU-only,117.68,123.85,68.41,71.42
Densenet-121,OV-2022.3-8991,core,Intel® Core™ i5-8500 CPU-only,151.83,161.15,90.37,94.03
Densenet-121,OV-2022.3-8991,core,Intel® Core™ i7-8700T CPU-only,97.49,101.95,61.08,62.79
Densenet-121,OV-2022.3-8991,core,Intel® Core™ i9-10920X CPU-only,765.57,857.26,205.00,225.97
Densenet-121,OV-2022.3-8991,xeon,Intel® Xeon® Gold 6238 CPU-only,2039.41,2205.00,582.14,600.78
Densenet-121,OV-2022.3-8991,xeon,Intel® Xeon® 8260 CPU-only,2316.39,2501.85,662.25,686.40
DeeplabV3,OV-2023.0,xeon,Intel® Xeon® 8260M CPU-only,343.44,369.62,114.69,120.87
DeeplabV3,OV-2023.0,xeon,Intel® Xeon® Gold 6238M CPU-only,279.60,305.89,90.33,96.68
DeeplabV3,OV-2023.0,core,Intel® Core™ i9-11900K CPU-only,89.82,108.12,25.46,25.74
DeeplabV3,OV-2023.0,core,Intel® Core™ i7-11700K CPU-only,77.58,92.22,21.85,23.09
DeeplabV3,OV-2023.0,core,Intel® Core™ i5-8500 CPU-only,16.77,29.67,16.77,17.29
DeeplabV3,OV-2023.0,core,Intel® Core™ i3-10100 CPU-only,26.99,28.39,15.71,16.00
end_rec,,,,,,,
begin_rec,,,,,,,
Efficientdet-D0,OV-2022.3-8991,core,Intel® Core™ i3-10100 CPU-only,42.26,43.69,25.09,26.62
Efficientdet-D0,OV-2022.3-8991,core,Intel® Core™ i5-8500 CPU-only,49.48,50.11,29.37,30.93
Efficientdet-D0,OV-2022.3-8991,core,Intel® Core™ i7-8700T CPU-only,37.48,38.96,26.29,27.90
Efficientdet-D0,OV-2022.3-8991,core,Intel® Core™ i9-10920X CPU-only,125.90,143.68,51.04,55.33
Efficientdet-D0,OV-2022.3-8991,xeon,Intel® Xeon® Gold 6238 CPU-only,302.06,335.20,168.52,177.62
Efficientdet-D0,OV-2022.3-8991,xeon,Intel® Xeon® 8260 CPU-only,362.66,415.28,244.88,254.03
Efficientdet-D0,OV-2023.0,xeon,Intel® Xeon® 8260M CPU-only,380.32,419.32,236.50,243.76
Efficientdet-D0,OV-2023.0,xeon,Intel® Xeon® Gold 6238M CPU-only,324.60,353.57,207.87,227.27
Efficientdet-D0,OV-2023.0,core,Intel® Core™ i9-11900K CPU-only,121.90,137.75,53.07,57.23
Efficientdet-D0,OV-2023.0,core,Intel® Core™ i7-11700K CPU-only,111.73,127.45,44.97,46.59
Efficientdet-D0,OV-2023.0,core,Intel® Core™ i5-8500 CPU-only,40.04,41.11,25.72,28.38
Efficientdet-D0,OV-2023.0,core,Intel® Core™ i3-10100 CPU-only,41.21,42.72,25.10,25.95
end_rec,,,,,,,
begin_rec,,,,,,,
Inception-V4,OV-2022.3-8991,core,Intel® Core™ i3-10100 CPU-only,29.95,33.16,16.58,17.08
Inception-V4,OV-2022.3-8991,core,Intel® Core™ i5-8500 CPU-only,43.60,44.77,22.21,22.39
Inception-V4,OV-2022.3-8991,core,Intel® Core™ i7-8700T CPU-only,27.76,28.08,14.16,14.41
Inception-V4,OV-2022.3-8991,core,Intel® Core™ i9-10920X CPU-only,253.30,275.06,60.19,63.55
Inception-V4,OV-2022.3-8991,xeon,Intel® Xeon® Gold 6238 CPU-only,656.23,690.46,158.05,161.39
Inception-V4,OV-2022.3-8991,xeon,Intel® Xeon® 8260 CPU-only,747.08,782.74,185.16,187.21
faster_rcnn_resnet50_coco,OV-2023.0,xeon,Intel® Xeon® 8260M CPU-only,65.01,70.39,17.65,18.89
faster_rcnn_resnet50_coco,OV-2023.0,xeon,Intel® Xeon® Gold 6238M CPU-only,60.49,62.73,15.71,16.46
faster_rcnn_resnet50_coco,OV-2023.0,core,Intel® Core™ i9-11900K CPU-only,13.89,14.16,3.83,4.04
faster_rcnn_resnet50_coco,OV-2023.0,core,Intel® Core™ i7-11700K CPU-only,14.91,15.29,4.06,4.28
faster_rcnn_resnet50_coco,OV-2023.0,core,Intel® Core™ i5-8500 CPU-only,3.58,3.62,1.88,1.89
faster_rcnn_resnet50_coco,OV-2023.0,core,Intel® Core™ i3-10100 CPU-only,3.22,3.23,1.70,1.71
end_rec,,,,,,,
begin_rec,,,,,,,
Mobilenet-SSD ,OV-2022.3-8991,core,Intel® Core™ i3-10100 CPU-only,247.50,275.77,133.42,148.03
Mobilenet-SSD ,OV-2022.3-8991,core,Intel® Core™ i5-8500 CPU-only,311.96,358.32,176.63,199.53
Mobilenet-SSD ,OV-2022.3-8991,core,Intel® Core™ i7-8700T CPU-only,213.07,237.43,128.63,138.09
Mobilenet-SSD ,OV-2022.3-8991,core,Intel® Core™ i9-10920X CPU-only,1382.37,1935.88,391.43,484.28
Mobilenet-SSD ,OV-2022.3-8991,xeon,Intel® Xeon® Gold 6238 CPU-only,3578.49,4790.04,1062.88,1141.50
Mobilenet-SSD ,OV-2022.3-8991,xeon,Intel® Xeon® 8260 CPU-only,4131.44,5693.82,1319.32,1494.70
Inception-V4,OV-2023.0,xeon,Intel® Xeon® 8260M CPU-only,741.48,791.73,185.33,190.14
Inception-V4,OV-2023.0,xeon,Intel® Xeon® Gold 6238M CPU-only,647.30,693.21,161.35,165.76
Inception-V4,OV-2023.0,core,Intel® Core™ i9-11900K CPU-only,158.69,162.07,37.16,39.11
Inception-V4,OV-2023.0,core,Intel® Core™ i7-11700K CPU-only,174.96,183.19,40.53,42.20
Inception-V4,OV-2023.0,core,Intel® Core™ i5-8500 CPU-only,36.16,37.61,18.49,19.05
Inception-V4,OV-2023.0,core,Intel® Core™ i3-10100 CPU-only,32.06,33.23,16.39,16.76
end_rec,,,,,,,
begin_rec,,,,,,,
Mobilenet-V2 ,OV-2022.3-8991,core,Intel® Core™ i3-10100 CPU-only,470.51,546.68,286.64,336.47
Mobilenet-V2 ,OV-2022.3-8991,core,Intel® Core™ i5-8500 CPU-only,567.21,690.80,378.24,462.46
Mobilenet-V2 ,OV-2022.3-8991,core,Intel® Core™ i7-8700T CPU-only,399.15,470.87,283.32,318.23
Mobilenet-V2 ,OV-2022.3-8991,core,Intel® Core™ i9-10920X CPU-only,2493.12,3426.14,765.45,941.54
Mobilenet-V2 ,OV-2022.3-8991,xeon,Intel® Xeon® Gold 6238 CPU-only,6679.14,9143.29,2302.78,2511.31
Mobilenet-V2 ,OV-2022.3-8991,xeon,Intel® Xeon® 8260 CPU-only,7371.67,10494.29,2672.91,3192.44
Mobilenet-SSD ,OV-2023.0,xeon,Intel® Xeon® 8260M CPU-only,4118.70,5664.02,1312.52,1488.89
Mobilenet-SSD ,OV-2023.0,xeon,Intel® Xeon® Gold 6238M CPU-only,3740.30,4877.12,1156.02,1255.77
Mobilenet-SSD ,OV-2023.0,core,Intel® Core™ i9-11900K CPU-only,918.95,1250.22,291.99,335.81
Mobilenet-SSD ,OV-2023.0,core,Intel® Core™ i7-11700K CPU-only,945.19,1429.69,273.07,329.38
Mobilenet-SSD ,OV-2023.0,core,Intel® Core™ i5-8500 CPU-only,236.18,280.08,152.84,173.51
Mobilenet-SSD ,OV-2023.0,core,Intel® Core™ i3-10100 CPU-only,235.71,263.74,138.06,150.19
end_rec,,,,,,,
begin_rec,,,,,,,
Resnet-18 ,OV-2022.3-8991,core,Intel® Core™ i3-10100 CPU-only,210.80,228.46,106.61,116.30
Resnet-18 ,OV-2022.3-8991,core,Intel® Core™ i5-8500 CPU-only,279.43,303.27,142.79,151.45
Resnet-18 ,OV-2022.3-8991,core,Intel® Core™ i7-8700T CPU-only,184.06,194.48,91.60,94.53
Resnet-18 ,OV-2022.3-8991,core,Intel® Core™ i9-10920X CPU-only,1490.65,1809.32,409.17,464.62
Resnet-18 ,OV-2022.3-8991,xeon,Intel® Xeon® Gold 6238 CPU-only,3918.52,4568.67,1138.07,1166.20
Resnet-18 ,OV-2022.3-8991,xeon,Intel® Xeon® 8260 CPU-only,4477.09,5192.77,1294.96,1309.89
Mobilenet-V2 ,OV-2023.0,xeon,Intel® Xeon® 8260M CPU-only,7580.68,13077.02,3108.32,3891.42
Mobilenet-V2 ,OV-2023.0,xeon,Intel® Xeon® Gold 6238M CPU-only,7310.77,11049.48,2661.25,3172.62
Mobilenet-V2 ,OV-2023.0,core,Intel® Core™ i9-11900K CPU-only,1979.69,3041.21,709.27,904.80
Mobilenet-V2 ,OV-2023.0,core,Intel® Core™ i7-11700K CPU-only,1911.48,3538.02,619.12,804.96
Mobilenet-V2 ,OV-2023.0,core,Intel® Core™ i5-8500 CPU-only,520.37,680.97,411.23,536.68
Mobilenet-V2 ,OV-2023.0,core,Intel® Core™ i3-10100 CPU-only,549.38,665.54,400.97,503.12
end_rec,,,,,,,
begin_rec,,,,,,,
Resnet-50,OV-2022.3-8991,core,Intel® Core™ i3-10100 CPU-only,108.35,114.48,55.15,57.62
Resnet-50,OV-2022.3-8991,core,Intel® Core™ i5-8500 CPU-only,142.74,149.99,73.33,75.63
Resnet-50,OV-2022.3-8991,core,Intel® Core™ i7-8700T CPU-only,98.10,100.62,47.21,48.40
Resnet-50,OV-2022.3-8991,core,Intel® Core™ i9-10920X CPU-only,786.06,893.37,182.61,200.00
Resnet-50,OV-2022.3-8991,xeon,Intel® Xeon® Gold 6238 CPU-only,2066.51,2231.60,464.01,518.88
Resnet-50,OV-2022.3-8991,xeon,Intel® Xeon® 8260 CPU-only,2336.42,2508.77,613.40,632.38
GPT-2,OV-2023.0,xeon,Intel® Xeon® 8260M CPU-only,,,9.06,11.37
GPT-2,OV-2023.0,xeon,Intel® Xeon® Gold 6238M CPU-only,,,7.68,8.78
GPT-2,OV-2023.0,core,Intel® Core™ i9-11900K CPU-only,,,2.07,2.44
GPT-2,OV-2023.0,core,Intel® Core™ i7-11700K CPU-only,,,1.85,2.24
GPT-2,OV-2023.0,core,Intel® Core™ i5-8500 CPU-only,,,1.11,1.21
GPT-2,OV-2023.0,core,Intel® Core™ i3-10100 CPU-only,,,1.02,1.06
end_rec,,,,,,,
begin_rec,,,,,,,
SSD-Resnet34-1200 ,OV-2022.3-8991,core,Intel® Core™ i3-10100 CPU-only,1.74,1.83,0.89,1.05
SSD-Resnet34-1200 ,OV-2022.3-8991,core,Intel® Core™ i5-8500 CPU-only,2.46,2.48,1.37,1.42
SSD-Resnet34-1200 ,OV-2022.3-8991,core,Intel® Core™ i7-8700T CPU-only,1.41,1.58,0.66,0.88
SSD-Resnet34-1200 ,OV-2022.3-8991,core,Intel® Core™ i9-10920X CPU-only,14.59,15.29,3.97,4.03
SSD-Resnet34-1200 ,OV-2022.3-8991,xeon,Intel® Xeon® Gold 6238 CPU-only,35.42,36.77,10.14,10.46
SSD-Resnet34-1200 ,OV-2022.3-8991,xeon,Intel® Xeon® 8260 CPU-only,41.35,43.93,11.73,12.20
Resnet-50,OV-2023.0,xeon,Intel® Xeon® 8260M CPU-only,2328.67,2558.36,624.81,635.89
Resnet-50,OV-2023.0,xeon,Intel® Xeon® Gold 6238M CPU-only,2062.84,2261.19,558.42,570.31
Resnet-50,OV-2023.0,core,Intel® Core™ i9-11900K CPU-only,500.96,527.47,122.28,133.20
Resnet-50,OV-2023.0,core,Intel® Core™ i7-11700K CPU-only,549.24,594.07,126.20,144.62
Resnet-50,OV-2023.0,core,Intel® Core™ i5-8500 CPU-only,114.70,123.79,60.22,66.07
Resnet-50,OV-2023.0,core,Intel® Core™ i3-10100 CPU-only,106.60,113.22,55.48,57.32
end_rec,,,,,,,
begin_rec,,,,,,,
Unet-Camvid--0001 ,OV-2022.3-8991,core,Intel® Core™ i3-10100 CPU-only,2.57,2.78,1.62,1.70
Unet-Camvid--0001 ,OV-2022.3-8991,core,Intel® Core™ i5-8500 CPU-only,3.68,3.71,2.15,2.29
Unet-Camvid--0001 ,OV-2022.3-8991,core,Intel® Core™ i7-8700T CPU-only,2.25,2.38,1.36,1.45
Unet-Camvid--0001 ,OV-2022.3-8991,core,Intel® Core™ i9-10920X CPU-only,25.52,26.93,5.57,5.69
Unet-Camvid--0001 ,OV-2022.3-8991,xeon,Intel® Xeon® Gold 6238 CPU-only,60.15,65.11,15.01,15.15
Unet-Camvid--0001 ,OV-2022.3-8991,xeon,Intel® Xeon® 8260 CPU-only,69.58,76.46,17.16,17.97
SSD-Resnet34-1200 ,OV-2023.0,xeon,Intel® Xeon® 8260M CPU-only,43.61,47.57,11.84,12.22
SSD-Resnet34-1200 ,OV-2023.0,xeon,Intel® Xeon® Gold 6238M CPU-only,38.68,40.91,10.19,10.61
SSD-Resnet34-1200 ,OV-2023.0,core,Intel® Core™ i9-11900K CPU-only,8.75,8.83,2.18,2.27
SSD-Resnet34-1200 ,OV-2023.0,core,Intel® Core™ i7-11700K CPU-only,9.84,10.10,2.34,2.58
SSD-Resnet34-1200 ,OV-2023.0,core,Intel® Core™ i5-8500 CPU-only,2.08,2.12,1.21,1.23
SSD-Resnet34-1200 ,OV-2023.0,core,Intel® Core™ i3-10100 CPU-only,1.83,1.84,1.03,1.07
end_rec,,,,,,,
begin_rec,,,,,,,
Yolo_V3_Tiny,OV-2022.3-8991,core,Intel® Core™ i3-10100 CPU-only,114.02,127.37,67.06,72.20
Yolo_V3_Tiny,OV-2022.3-8991,core,Intel® Core™ i5-8500 CPU-only,148.72,168.41,85.62,91.66
Yolo_V3_Tiny,OV-2022.3-8991,core,Intel® Core™ i7-8700T CPU-only,98.44,107.53,56.42,60.41
Yolo_V3_Tiny,OV-2022.3-8991,core,Intel® Core™ i9-10920X CPU-only,592.92,850.58,207.96,240.90
Yolo_V3_Tiny,OV-2022.3-8991,xeon,Intel® Xeon® Gold 6238 CPU-only,1631.49,2031.46,534.51,611.68
Yolo_V3_Tiny,OV-2022.3-8991,xeon,Intel® Xeon® 8260 CPU-only,1774.41,2428.00,691.96,725.60
Unet-Camvid--0001 ,OV-2023.0,xeon,Intel® Xeon® 8260M CPU-only,71.34,77.83,17.45,18.10
Unet-Camvid--0001 ,OV-2023.0,xeon,Intel® Xeon® Gold 6238M CPU-only,61.58,67.16,15.23,15.47
Unet-Camvid--0001 ,OV-2023.0,core,Intel® Core™ i9-11900K CPU-only,14.39,14.76,3.52,3.71
Unet-Camvid--0001 ,OV-2023.0,core,Intel® Core™ i7-11700K CPU-only,15.73,16.27,4.03,4.10
Unet-Camvid--0001 ,OV-2023.0,core,Intel® Core™ i5-8500 CPU-only,2.99,3.05,1.90,1.95
Unet-Camvid--0001 ,OV-2023.0,core,Intel® Core™ i3-10100 CPU-only,2.79,2.80,1.73,1.74
end_rec,,,,,,,
begin_rec,,,,,,,
Yolo_V4,OV-2022.3-8991,core,Intel® Core™ i3-10100 CPU-only,5.44,5.66,3.17,3.25
Yolo_V4,OV-2022.3-8991,core,Intel® Core™ i5-8500 CPU-only,7.24,7.40,4.19,4.21
Yolo_V4,OV-2022.3-8991,core,Intel® Core™ i7-8700T CPU-only,4.60,4.71,2.45,2.68
Yolo_V4,OV-2022.3-8991,core,Intel® Core™ i9-10920X CPU-only,36.33,40.21,10.52,10.90
Yolo_V4,OV-2022.3-8991,xeon,Intel® Xeon® Gold 6238 CPU-only,81.88,95.46,26.43,27.57
Yolo_V4,OV-2022.3-8991,xeon,Intel® Xeon® 8260 CPU-only,96.58,111.93,30.48,34.50
Yolo_V3,OV-2023.0,xeon,Intel® Xeon® 8260M CPU-only,240.57,263.21,69.57,72.63
Yolo_V3,OV-2023.0,xeon,Intel® Xeon® Gold 6238M CPU-only,208.97,227.96,59.95,61.34
Yolo_V3,OV-2023.0,core,Intel® Core™ i9-11900K CPU-only,51.50,53.96,14.09,14.52
Yolo_V3,OV-2023.0,core,Intel® Core™ i7-11700K CPU-only,55.30,60.81,14.27,15.84
Yolo_V3,OV-2023.0,core,Intel® Core™ i5-8500 CPU-only,12.91,13.40,7.01,7.31
Yolo_V3,OV-2023.0,core,Intel® Core™ i3-10100 CPU-only,11.42,11.73,6.29,6.39
end_rec,,,,,,,
begin_rec,,,,,,,
Yolo_V3_Tiny,OV-2023.0,xeon,Intel® Xeon® 8260M CPU-only,1785.36,2420.73,690.57,754.41
Yolo_V3_Tiny,OV-2023.0,xeon,Intel® Xeon® Gold 6238M CPU-only,1614.61,2097.37,584.59,632.46
Yolo_V3_Tiny,OV-2023.0,core,Intel® Core™ i9-11900K CPU-only,441.22,574.61,158.91,166.02
Yolo_V3_Tiny,OV-2023.0,core,Intel® Core™ i7-11700K CPU-only,418.34,639.79,154.96,174.78
Yolo_V3_Tiny,OV-2023.0,core,Intel® Core™ i5-8500 CPU-only,121.45,141.31,72.11,77.17
Yolo_V3_Tiny,OV-2023.0,core,Intel® Core™ i3-10100 CPU-only,114.38,127.16,67.41,71.53
end_rec,,,,,,,
begin_rec,,,,,,,
Yolo_V8n,OV-2023.0,xeon,Intel® Xeon® 8260M CPU-only,588.99,779.76,308.36,385.15
Yolo_V8n,OV-2023.0,xeon,Intel® Xeon® Gold 6238M CPU-only,574.93,655.56,273.21,322.97
Yolo_V8n,OV-2023.0,core,Intel® Core™ i9-11900K CPU-only,161.00,229.64,71.65,83.89
Yolo_V8n,OV-2023.0,core,Intel® Core™ i7-11700K CPU-only,148.22,233.11,68.23,84.40
Yolo_V8n,OV-2023.0,core,Intel® Core™ i5-8500 CPU-only,55.71,66.98,36.15,41.24
Yolo_V8n,OV-2023.0,core,Intel® Core™ i3-10100 CPU-only,53.23,62.99,34.77,37.34
end_rec,,,,,,,
1 Network model Release IE-Type Platform name Throughput-OVMS-INT8 Throughput-OV-INT8 Throughput-OVMS-FP32 Throughput-OV-FP32
2 begin_rec
3 bert-small-uncased-whole-word-masking-squad-0002 bert-base-cased OV-2022.3-8991 OV-2023.0 core xeon Intel® Core™ i3-10100 CPU-only Intel® Xeon® 8260M CPU-only 19.05 559.87 19.24 591.49 12.84 182.12 13.02 188.52
4 bert-small-uncased-whole-word-masking-squad-0002 bert-base-cased OV-2022.3-8991 OV-2023.0 core xeon Intel® Core™ i5-8500 CPU-only Intel® Xeon® Gold 6238M CPU-only 21.75 504.08 22.97 520.95 17.16 157.58 17.32 162.80
5 bert-small-uncased-whole-word-masking-squad-0002 bert-base-cased OV-2022.3-8991 OV-2023.0 core Intel® Core™ i7-8700T CPU-only Intel® Core™ i9-11900K CPU-only 18.00 137.25 18.33 145.76 11.91 38.54 12.06 40.85
6 bert-small-uncased-whole-word-masking-squad-0002 bert-base-cased OV-2022.3-8991 OV-2023.0 core Intel® Core™ i9-10920X CPU-only Intel® Core™ i7-11700K CPU-only 81.48 139.53 87.59 154.46 46.81 40.65 48.37 44.50
7 bert-small-uncased-whole-word-masking-squad-0002 bert-base-cased OV-2022.3-8991 OV-2023.0 xeon core Intel® Xeon® Gold 6238 CPU-only Intel® Core™ i5-8500 CPU-only 207.39 28.38 231.10 30.17 104.07 17.53 125.89 18.44
8 bert-small-uncased-whole-word-masking-squad-0002 bert-base-cased OV-2022.3-8991 OV-2023.0 xeon core Intel® Xeon® 8260 CPU-only Intel® Core™ i3-10100 CPU-only 282.09 26.43 287.81 27.18 159.05 15.59 162.28 15.76
9 end_rec
10 begin_rec
11 DeeplabV3 bert-large-uncased OV-2022.3-8991 OV-2023.0 core xeon Intel® Core™ i3-10100 CPU-only Intel® Xeon® 8260M CPU-only 28.29 32.58 31.56 37.81 15.94 15.39 16.90 16.79
12 DeeplabV3 bert-large-uncased OV-2022.3-8991 OV-2023.0 core xeon Intel® Core™ i5-8500 CPU-only Intel® Xeon® Gold 6238M CPU-only 37.92 28.06 40.93 33.33 19.35 13.70 20.38 14.54
13 DeeplabV3 bert-large-uncased OV-2022.3-8991 OV-2023.0 core Intel® Core™ i7-8700T CPU-only Intel® Core™ i9-11900K CPU-only 26.10 8.75 27.99 9.04 15.33 3.16 15.78 3.27
14 DeeplabV3 bert-large-uncased OV-2022.3-8991 OV-2023.0 core Intel® Core™ i9-10920X CPU-only Intel® Core™ i7-11700K CPU-only 118.32 8.15 142.36 8.23 26.18 3.23 27.37 3.28
15 DeeplabV3 bert-large-uncased OV-2022.3-8991 OV-2023.0 xeon core Intel® Xeon® Gold 6238 CPU-only Intel® Core™ i5-8500 CPU-only 347.24 2.56 391.34 2.58 53.95 1.52 73.45 1.55
16 DeeplabV3 bert-large-uncased OV-2022.3-8991 OV-2023.0 xeon core Intel® Xeon® 8260 CPU-only Intel® Core™ i3-10100 CPU-only 425.70 2.12 538.96 2.29 125.09 1.29 132.23 1.30
17 end_rec
18 begin_rec
19 Densenet-121 DeeplabV3 OV-2022.3-8991 OV-2023.0 core xeon Intel® Core™ i3-10100 CPU-only Intel® Xeon® 8260M CPU-only 117.68 343.44 123.85 369.62 68.41 114.69 71.42 120.87
20 Densenet-121 DeeplabV3 OV-2022.3-8991 OV-2023.0 core xeon Intel® Core™ i5-8500 CPU-only Intel® Xeon® Gold 6238M CPU-only 151.83 279.60 161.15 305.89 90.37 90.33 94.03 96.68
21 Densenet-121 DeeplabV3 OV-2022.3-8991 OV-2023.0 core Intel® Core™ i7-8700T CPU-only Intel® Core™ i9-11900K CPU-only 97.49 89.82 101.95 108.12 61.08 25.46 62.79 25.74
22 Densenet-121 DeeplabV3 OV-2022.3-8991 OV-2023.0 core Intel® Core™ i9-10920X CPU-only Intel® Core™ i7-11700K CPU-only 765.57 77.58 857.26 92.22 205.00 21.85 225.97 23.09
23 Densenet-121 DeeplabV3 OV-2022.3-8991 OV-2023.0 xeon core Intel® Xeon® Gold 6238 CPU-only Intel® Core™ i5-8500 CPU-only 2039.41 16.77 2205.00 29.67 582.14 16.77 600.78 17.29
24 Densenet-121 DeeplabV3 OV-2022.3-8991 OV-2023.0 xeon core Intel® Xeon® 8260 CPU-only Intel® Core™ i3-10100 CPU-only 2316.39 26.99 2501.85 28.39 662.25 15.71 686.40 16.00
25 end_rec
26 begin_rec
27 Efficientdet-D0 OV-2022.3-8991 OV-2023.0 core xeon Intel® Core™ i3-10100 CPU-only Intel® Xeon® 8260M CPU-only 42.26 380.32 43.69 419.32 25.09 236.50 26.62 243.76
28 Efficientdet-D0 OV-2022.3-8991 OV-2023.0 core xeon Intel® Core™ i5-8500 CPU-only Intel® Xeon® Gold 6238M CPU-only 49.48 324.60 50.11 353.57 29.37 207.87 30.93 227.27
29 Efficientdet-D0 OV-2022.3-8991 OV-2023.0 core Intel® Core™ i7-8700T CPU-only Intel® Core™ i9-11900K CPU-only 37.48 121.90 38.96 137.75 26.29 53.07 27.90 57.23
30 Efficientdet-D0 OV-2022.3-8991 OV-2023.0 core Intel® Core™ i9-10920X CPU-only Intel® Core™ i7-11700K CPU-only 125.90 111.73 143.68 127.45 51.04 44.97 55.33 46.59
31 Efficientdet-D0 OV-2022.3-8991 OV-2023.0 xeon core Intel® Xeon® Gold 6238 CPU-only Intel® Core™ i5-8500 CPU-only 302.06 40.04 335.20 41.11 168.52 25.72 177.62 28.38
32 Efficientdet-D0 OV-2022.3-8991 OV-2023.0 xeon core Intel® Xeon® 8260 CPU-only Intel® Core™ i3-10100 CPU-only 362.66 41.21 415.28 42.72 244.88 25.10 254.03 25.95
33 end_rec
34 begin_rec
35 Inception-V4 faster_rcnn_resnet50_coco OV-2022.3-8991 OV-2023.0 core xeon Intel® Core™ i3-10100 CPU-only Intel® Xeon® 8260M CPU-only 29.95 65.01 33.16 70.39 16.58 17.65 17.08 18.89
36 Inception-V4 faster_rcnn_resnet50_coco OV-2022.3-8991 OV-2023.0 core xeon Intel® Core™ i5-8500 CPU-only Intel® Xeon® Gold 6238M CPU-only 43.60 60.49 44.77 62.73 22.21 15.71 22.39 16.46
37 Inception-V4 faster_rcnn_resnet50_coco OV-2022.3-8991 OV-2023.0 core Intel® Core™ i7-8700T CPU-only Intel® Core™ i9-11900K CPU-only 27.76 13.89 28.08 14.16 14.16 3.83 14.41 4.04
38 Inception-V4 faster_rcnn_resnet50_coco OV-2022.3-8991 OV-2023.0 core Intel® Core™ i9-10920X CPU-only Intel® Core™ i7-11700K CPU-only 253.30 14.91 275.06 15.29 60.19 4.06 63.55 4.28
39 Inception-V4 faster_rcnn_resnet50_coco OV-2022.3-8991 OV-2023.0 xeon core Intel® Xeon® Gold 6238 CPU-only Intel® Core™ i5-8500 CPU-only 656.23 3.58 690.46 3.62 158.05 1.88 161.39 1.89
40 Inception-V4 faster_rcnn_resnet50_coco OV-2022.3-8991 OV-2023.0 xeon core Intel® Xeon® 8260 CPU-only Intel® Core™ i3-10100 CPU-only 747.08 3.22 782.74 3.23 185.16 1.70 187.21 1.71
41 end_rec
42 begin_rec
43 Mobilenet-SSD Inception-V4 OV-2022.3-8991 OV-2023.0 core xeon Intel® Core™ i3-10100 CPU-only Intel® Xeon® 8260M CPU-only 247.50 741.48 275.77 791.73 133.42 185.33 148.03 190.14
44 Mobilenet-SSD Inception-V4 OV-2022.3-8991 OV-2023.0 core xeon Intel® Core™ i5-8500 CPU-only Intel® Xeon® Gold 6238M CPU-only 311.96 647.30 358.32 693.21 176.63 161.35 199.53 165.76
45 Mobilenet-SSD Inception-V4 OV-2022.3-8991 OV-2023.0 core Intel® Core™ i7-8700T CPU-only Intel® Core™ i9-11900K CPU-only 213.07 158.69 237.43 162.07 128.63 37.16 138.09 39.11
46 Mobilenet-SSD Inception-V4 OV-2022.3-8991 OV-2023.0 core Intel® Core™ i9-10920X CPU-only Intel® Core™ i7-11700K CPU-only 1382.37 174.96 1935.88 183.19 391.43 40.53 484.28 42.20
47 Mobilenet-SSD Inception-V4 OV-2022.3-8991 OV-2023.0 xeon core Intel® Xeon® Gold 6238 CPU-only Intel® Core™ i5-8500 CPU-only 3578.49 36.16 4790.04 37.61 1062.88 18.49 1141.50 19.05
48 Mobilenet-SSD Inception-V4 OV-2022.3-8991 OV-2023.0 xeon core Intel® Xeon® 8260 CPU-only Intel® Core™ i3-10100 CPU-only 4131.44 32.06 5693.82 33.23 1319.32 16.39 1494.70 16.76
49 end_rec
50 begin_rec
51 Mobilenet-V2 Mobilenet-SSD OV-2022.3-8991 OV-2023.0 core xeon Intel® Core™ i3-10100 CPU-only Intel® Xeon® 8260M CPU-only 470.51 4118.70 546.68 5664.02 286.64 1312.52 336.47 1488.89
52 Mobilenet-V2 Mobilenet-SSD OV-2022.3-8991 OV-2023.0 core xeon Intel® Core™ i5-8500 CPU-only Intel® Xeon® Gold 6238M CPU-only 567.21 3740.30 690.80 4877.12 378.24 1156.02 462.46 1255.77
53 Mobilenet-V2 Mobilenet-SSD OV-2022.3-8991 OV-2023.0 core Intel® Core™ i7-8700T CPU-only Intel® Core™ i9-11900K CPU-only 399.15 918.95 470.87 1250.22 283.32 291.99 318.23 335.81
54 Mobilenet-V2 Mobilenet-SSD OV-2022.3-8991 OV-2023.0 core Intel® Core™ i9-10920X CPU-only Intel® Core™ i7-11700K CPU-only 2493.12 945.19 3426.14 1429.69 765.45 273.07 941.54 329.38
55 Mobilenet-V2 Mobilenet-SSD OV-2022.3-8991 OV-2023.0 xeon core Intel® Xeon® Gold 6238 CPU-only Intel® Core™ i5-8500 CPU-only 6679.14 236.18 9143.29 280.08 2302.78 152.84 2511.31 173.51
56 Mobilenet-V2 Mobilenet-SSD OV-2022.3-8991 OV-2023.0 xeon core Intel® Xeon® 8260 CPU-only Intel® Core™ i3-10100 CPU-only 7371.67 235.71 10494.29 263.74 2672.91 138.06 3192.44 150.19
57 end_rec
58 begin_rec
59 Resnet-18 Mobilenet-V2 OV-2022.3-8991 OV-2023.0 core xeon Intel® Core™ i3-10100 CPU-only Intel® Xeon® 8260M CPU-only 210.80 7580.68 228.46 13077.02 106.61 3108.32 116.30 3891.42
60 Resnet-18 Mobilenet-V2 OV-2022.3-8991 OV-2023.0 core xeon Intel® Core™ i5-8500 CPU-only Intel® Xeon® Gold 6238M CPU-only 279.43 7310.77 303.27 11049.48 142.79 2661.25 151.45 3172.62
61 Resnet-18 Mobilenet-V2 OV-2022.3-8991 OV-2023.0 core Intel® Core™ i7-8700T CPU-only Intel® Core™ i9-11900K CPU-only 184.06 1979.69 194.48 3041.21 91.60 709.27 94.53 904.80
62 Resnet-18 Mobilenet-V2 OV-2022.3-8991 OV-2023.0 core Intel® Core™ i9-10920X CPU-only Intel® Core™ i7-11700K CPU-only 1490.65 1911.48 1809.32 3538.02 409.17 619.12 464.62 804.96
63 Resnet-18 Mobilenet-V2 OV-2022.3-8991 OV-2023.0 xeon core Intel® Xeon® Gold 6238 CPU-only Intel® Core™ i5-8500 CPU-only 3918.52 520.37 4568.67 680.97 1138.07 411.23 1166.20 536.68
64 Resnet-18 Mobilenet-V2 OV-2022.3-8991 OV-2023.0 xeon core Intel® Xeon® 8260 CPU-only Intel® Core™ i3-10100 CPU-only 4477.09 549.38 5192.77 665.54 1294.96 400.97 1309.89 503.12
65 end_rec
66 begin_rec
67 Resnet-50 GPT-2 OV-2022.3-8991 OV-2023.0 core xeon Intel® Core™ i3-10100 CPU-only Intel® Xeon® 8260M CPU-only 108.35 114.48 55.15 9.06 57.62 11.37
68 Resnet-50 GPT-2 OV-2022.3-8991 OV-2023.0 core xeon Intel® Core™ i5-8500 CPU-only Intel® Xeon® Gold 6238M CPU-only 142.74 149.99 73.33 7.68 75.63 8.78
69 Resnet-50 GPT-2 OV-2022.3-8991 OV-2023.0 core Intel® Core™ i7-8700T CPU-only Intel® Core™ i9-11900K CPU-only 98.10 100.62 47.21 2.07 48.40 2.44
70 Resnet-50 GPT-2 OV-2022.3-8991 OV-2023.0 core Intel® Core™ i9-10920X CPU-only Intel® Core™ i7-11700K CPU-only 786.06 893.37 182.61 1.85 200.00 2.24
71 Resnet-50 GPT-2 OV-2022.3-8991 OV-2023.0 xeon core Intel® Xeon® Gold 6238 CPU-only Intel® Core™ i5-8500 CPU-only 2066.51 2231.60 464.01 1.11 518.88 1.21
72 Resnet-50 GPT-2 OV-2022.3-8991 OV-2023.0 xeon core Intel® Xeon® 8260 CPU-only Intel® Core™ i3-10100 CPU-only 2336.42 2508.77 613.40 1.02 632.38 1.06
73 end_rec
74 begin_rec
75 SSD-Resnet34-1200 Resnet-50 OV-2022.3-8991 OV-2023.0 core xeon Intel® Core™ i3-10100 CPU-only Intel® Xeon® 8260M CPU-only 1.74 2328.67 1.83 2558.36 0.89 624.81 1.05 635.89
76 SSD-Resnet34-1200 Resnet-50 OV-2022.3-8991 OV-2023.0 core xeon Intel® Core™ i5-8500 CPU-only Intel® Xeon® Gold 6238M CPU-only 2.46 2062.84 2.48 2261.19 1.37 558.42 1.42 570.31
77 SSD-Resnet34-1200 Resnet-50 OV-2022.3-8991 OV-2023.0 core Intel® Core™ i7-8700T CPU-only Intel® Core™ i9-11900K CPU-only 1.41 500.96 1.58 527.47 0.66 122.28 0.88 133.20
78 SSD-Resnet34-1200 Resnet-50 OV-2022.3-8991 OV-2023.0 core Intel® Core™ i9-10920X CPU-only Intel® Core™ i7-11700K CPU-only 14.59 549.24 15.29 594.07 3.97 126.20 4.03 144.62
79 SSD-Resnet34-1200 Resnet-50 OV-2022.3-8991 OV-2023.0 xeon core Intel® Xeon® Gold 6238 CPU-only Intel® Core™ i5-8500 CPU-only 35.42 114.70 36.77 123.79 10.14 60.22 10.46 66.07
80 SSD-Resnet34-1200 Resnet-50 OV-2022.3-8991 OV-2023.0 xeon core Intel® Xeon® 8260 CPU-only Intel® Core™ i3-10100 CPU-only 41.35 106.60 43.93 113.22 11.73 55.48 12.20 57.32
81 end_rec
82 begin_rec
83 Unet-Camvid--0001 SSD-Resnet34-1200 OV-2022.3-8991 OV-2023.0 core xeon Intel® Core™ i3-10100 CPU-only Intel® Xeon® 8260M CPU-only 2.57 43.61 2.78 47.57 1.62 11.84 1.70 12.22
84 Unet-Camvid--0001 SSD-Resnet34-1200 OV-2022.3-8991 OV-2023.0 core xeon Intel® Core™ i5-8500 CPU-only Intel® Xeon® Gold 6238M CPU-only 3.68 38.68 3.71 40.91 2.15 10.19 2.29 10.61
85 Unet-Camvid--0001 SSD-Resnet34-1200 OV-2022.3-8991 OV-2023.0 core Intel® Core™ i7-8700T CPU-only Intel® Core™ i9-11900K CPU-only 2.25 8.75 2.38 8.83 1.36 2.18 1.45 2.27
86 Unet-Camvid--0001 SSD-Resnet34-1200 OV-2022.3-8991 OV-2023.0 core Intel® Core™ i9-10920X CPU-only Intel® Core™ i7-11700K CPU-only 25.52 9.84 26.93 10.10 5.57 2.34 5.69 2.58
87 Unet-Camvid--0001 SSD-Resnet34-1200 OV-2022.3-8991 OV-2023.0 xeon core Intel® Xeon® Gold 6238 CPU-only Intel® Core™ i5-8500 CPU-only 60.15 2.08 65.11 2.12 15.01 1.21 15.15 1.23
88 Unet-Camvid--0001 SSD-Resnet34-1200 OV-2022.3-8991 OV-2023.0 xeon core Intel® Xeon® 8260 CPU-only Intel® Core™ i3-10100 CPU-only 69.58 1.83 76.46 1.84 17.16 1.03 17.97 1.07
89 end_rec
90 begin_rec
91 Yolo_V3_Tiny Unet-Camvid--0001 OV-2022.3-8991 OV-2023.0 core xeon Intel® Core™ i3-10100 CPU-only Intel® Xeon® 8260M CPU-only 114.02 71.34 127.37 77.83 67.06 17.45 72.20 18.10
92 Yolo_V3_Tiny Unet-Camvid--0001 OV-2022.3-8991 OV-2023.0 core xeon Intel® Core™ i5-8500 CPU-only Intel® Xeon® Gold 6238M CPU-only 148.72 61.58 168.41 67.16 85.62 15.23 91.66 15.47
93 Yolo_V3_Tiny Unet-Camvid--0001 OV-2022.3-8991 OV-2023.0 core Intel® Core™ i7-8700T CPU-only Intel® Core™ i9-11900K CPU-only 98.44 14.39 107.53 14.76 56.42 3.52 60.41 3.71
94 Yolo_V3_Tiny Unet-Camvid--0001 OV-2022.3-8991 OV-2023.0 core Intel® Core™ i9-10920X CPU-only Intel® Core™ i7-11700K CPU-only 592.92 15.73 850.58 16.27 207.96 4.03 240.90 4.10
95 Yolo_V3_Tiny Unet-Camvid--0001 OV-2022.3-8991 OV-2023.0 xeon core Intel® Xeon® Gold 6238 CPU-only Intel® Core™ i5-8500 CPU-only 1631.49 2.99 2031.46 3.05 534.51 1.90 611.68 1.95
96 Yolo_V3_Tiny Unet-Camvid--0001 OV-2022.3-8991 OV-2023.0 xeon core Intel® Xeon® 8260 CPU-only Intel® Core™ i3-10100 CPU-only 1774.41 2.79 2428.00 2.80 691.96 1.73 725.60 1.74
97 end_rec
98 begin_rec
99 Yolo_V4 Yolo_V3 OV-2022.3-8991 OV-2023.0 core xeon Intel® Core™ i3-10100 CPU-only Intel® Xeon® 8260M CPU-only 5.44 240.57 5.66 263.21 3.17 69.57 3.25 72.63
100 Yolo_V4 Yolo_V3 OV-2022.3-8991 OV-2023.0 core xeon Intel® Core™ i5-8500 CPU-only Intel® Xeon® Gold 6238M CPU-only 7.24 208.97 7.40 227.96 4.19 59.95 4.21 61.34
101 Yolo_V4 Yolo_V3 OV-2022.3-8991 OV-2023.0 core Intel® Core™ i7-8700T CPU-only Intel® Core™ i9-11900K CPU-only 4.60 51.50 4.71 53.96 2.45 14.09 2.68 14.52
102 Yolo_V4 Yolo_V3 OV-2022.3-8991 OV-2023.0 core Intel® Core™ i9-10920X CPU-only Intel® Core™ i7-11700K CPU-only 36.33 55.30 40.21 60.81 10.52 14.27 10.90 15.84
103 Yolo_V4 Yolo_V3 OV-2022.3-8991 OV-2023.0 xeon core Intel® Xeon® Gold 6238 CPU-only Intel® Core™ i5-8500 CPU-only 81.88 12.91 95.46 13.40 26.43 7.01 27.57 7.31
104 Yolo_V4 Yolo_V3 OV-2022.3-8991 OV-2023.0 xeon core Intel® Xeon® 8260 CPU-only Intel® Core™ i3-10100 CPU-only 96.58 11.42 111.93 11.73 30.48 6.29 34.50 6.39
105 end_rec
106 begin_rec
107 Yolo_V3_Tiny OV-2023.0 xeon Intel® Xeon® 8260M CPU-only 1785.36 2420.73 690.57 754.41
108 Yolo_V3_Tiny OV-2023.0 xeon Intel® Xeon® Gold 6238M CPU-only 1614.61 2097.37 584.59 632.46
109 Yolo_V3_Tiny OV-2023.0 core Intel® Core™ i9-11900K CPU-only 441.22 574.61 158.91 166.02
110 Yolo_V3_Tiny OV-2023.0 core Intel® Core™ i7-11700K CPU-only 418.34 639.79 154.96 174.78
111 Yolo_V3_Tiny OV-2023.0 core Intel® Core™ i5-8500 CPU-only 121.45 141.31 72.11 77.17
112 Yolo_V3_Tiny OV-2023.0 core Intel® Core™ i3-10100 CPU-only 114.38 127.16 67.41 71.53
113 end_rec
114 begin_rec
115 Yolo_V8n OV-2023.0 xeon Intel® Xeon® 8260M CPU-only 588.99 779.76 308.36 385.15
116 Yolo_V8n OV-2023.0 xeon Intel® Xeon® Gold 6238M CPU-only 574.93 655.56 273.21 322.97
117 Yolo_V8n OV-2023.0 core Intel® Core™ i9-11900K CPU-only 161.00 229.64 71.65 83.89
118 Yolo_V8n OV-2023.0 core Intel® Core™ i7-11700K CPU-only 148.22 233.11 68.23 84.40
119 Yolo_V8n OV-2023.0 core Intel® Core™ i5-8500 CPU-only 55.71 66.98 36.15 41.24
120 Yolo_V8n OV-2023.0 core Intel® Core™ i3-10100 CPU-only 53.23 62.99 34.77 37.34
121 end_rec