MLBench
Rank Manufacturer Product Hardware Board Android Version Score
2609 1201 Xiaomi M2101K6G qcom sweet 13 July 1, 2023, 10:44 a.m.
V14.0.3.0.TKFEUOR user
June 2, 2023, 10:17 a.m.
175612'TFLite: MobileNet v1 224':{'score':0, 'images':30,'time':0.00, avg':0.00,'min':10000000.00,'max':0.00,'load':-1.00,'acc1':0.000000,'acc5':0.000000}, 'TFLite: MobileNet v1 quant 224':{'score':54406, 'images':30,'time':242.00, avg':7.53,'min':7.00,'max':11.00,'load':12.00,'acc1':0.566667,'acc5':0.833333}, 'TFLite: MobileNet v2 1.0 224':{'score':41648, 'images':30,'time':716.00, avg':16.47,'min':21.00,'max':28.00,'load':26.00,'acc1':0.616667,'acc5':0.866667}, 'TFLite: mnasnet':{'score':44961, 'images':30,'time':752.00, avg':15.68,'min':23.00,'max':30.00,'load':31.00,'acc1':0.633333,'acc5':0.888889}, 'TFLite: Inception v3':{'score':15375, 'images':30,'time':7438.00, avg':148.49,'min':235.00,'max':274.00,'load':241.00,'acc1':0.658333,'acc5':0.900000}, 'TFLite: resnet v2 50':{'score':19222, 'images':30,'time':5077.00, avg':97.92,'min':162.00,'max':179.00,'load':171.00,'acc1':0.673333,'acc5':0.893333},
299 1202 Oneplus ONEPLUS A6003 qcom sdm845 9 June 4, 2019, 8:47 p.m.
1904032100 user
April 3, 2019, 2:03 p.m.
175678'TFLite: MobileNet v1 224':{'score':42319, 'images':30,'time':610, avg':19,'min':18,'max':25,'load':488,'acc1':0.700000,'acc5':0.833333}, 'TFLite: MobileNet v1 quant 224':{'score':89833, 'images':30,'time':8, avg':4,'min':8,'max':8,'load':840,'acc1':0.677419,'acc5':0.838710}, 'TFLite: mnasnet':{'score':43376, 'images':30,'time':276, avg':15,'min':25,'max':44,'load':474,'acc1':0.625000,'acc5':0.850000}, 'TFLite: resnet v2 50':{'score':75, 'images':30,'time':0, avg':5000000,'min':10000000,'max':0,'load':6696,'acc1':0.625000,'acc5':0.850000}, 'TFLite: Inception v3':{'score':75, 'images':30,'time':0, avg':5000000,'min':10000000,'max':0,'load':2367,'acc1':0.625000,'acc5':0.850000},
898 1203 Xiaomi Mi 9T qcom davinci 9 Feb. 27, 2020, 1:14 p.m.
V11.0.1.0.PFJMIXM user
Oct. 27, 2019, 2:27 p.m.
175811'TFLite: MobileNet v1 224':{'score':35624, 'images':30,'time':902, avg':29,'min':29,'max':32,'load':204,'acc1':0.700000,'acc5':0.866667}, 'TFLite: MobileNet v1 quant 224':{'score':76860, 'images':30,'time':211, avg':4,'min':6,'max':10,'load':195,'acc1':0.583333,'acc5':0.833333}, 'TFLite: mnasnet':{'score':41870, 'images':30,'time':805, avg':16,'min':24,'max':31,'load':144,'acc1':0.611111,'acc5':0.866667}, 'TFLite: resnet v2 50':{'score':5766, 'images':30,'time':51104, avg':930,'min':1435,'max':1855,'load':2846,'acc1':0.641667,'acc5':0.866667}, 'TFLite: Inception v3':{'score':15691, 'images':30,'time':6954, avg':137,'min':229,'max':235,'load':1080,'acc1':0.660000,'acc5':0.880000},
293 1204 Samsung SM-G975F exynos9820 universal9820 9 June 3, 2019, 5:46 a.m.
G975FXXU1ASAH userdebug
June 3, 2019, 12:06 a.m.
175899'TFLite: MobileNet v1 224':{'score':36176, 'images':30,'time':909, avg':26,'min':23,'max':50,'load':301,'acc1':0.700000,'acc5':0.833333}, 'TFLite: MobileNet v1 quant 224':{'score':52777, 'images':30,'time':489, avg':10,'min':12,'max':28,'load':127,'acc1':0.633333,'acc5':0.833333}, 'TFLite: mnasnet':{'score':45602, 'images':30,'time':829, avg':15,'min':21,'max':60,'load':240,'acc1':0.644444,'acc5':0.866667}, 'TFLite: resnet v2 50':{'score':20054, 'images':30,'time':4224, avg':83,'min':132,'max':154,'load':1789,'acc1':0.666667,'acc5':0.866667}, 'TFLite: Inception v3':{'score':21290, 'images':30,'time':4154, avg':79,'min':132,'max':147,'load':1445,'acc1':0.680000,'acc5':0.880000},
2507 1205 Xiaomi MI PAD 4 qcom sdm660 10 Nov. 20, 2022, 5:49 a.m.
eng.adaman.20210816.230749 userdebug
Aug. 17, 2021, 6:06 a.m.
176117'TFLite: MobileNet v1 224':{'score':29143, 'images':30,'time':1400.00, avg':43.33,'min':40.00,'max':66.00,'load':112.00,'acc1':0.700000,'acc5':0.866667}, 'TFLite: MobileNet v1 quant 224':{'score':42045, 'images':30,'time':725.00, avg':15.54,'min':19.00,'max':44.00,'load':97.00,'acc1':0.616667,'acc5':0.850000}, 'TFLite: MobileNet v2 1.0 224':{'score':37648, 'images':30,'time':1126.00, avg':21.26,'min':30.00,'max':56.00,'load':104.00,'acc1':0.633333,'acc5':0.866667}, 'TFLite: mnasnet':{'score':38138, 'images':30,'time':1221.00, avg':22.09,'min':34.00,'max':68.00,'load':158.00,'acc1':0.641667,'acc5':0.883333}, 'TFLite: Inception v3':{'score':12514, 'images':30,'time':11240.00, avg':221.97,'min':369.00,'max':428.00,'load':1084.00,'acc1':0.660000,'acc5':0.893333}, 'TFLite: resnet v2 50':{'score':16629, 'images':30,'time':1278.00, avg':124.12,'min':240.00,'max':301.00,'load':649.00,'acc1':0.658065,'acc5':0.890323},
102 1206 Samsung SM-G975U qcom msmnile 9 March 23, 2019, 8:05 p.m.
G975USQU1ASAT user
Jan. 30, 2019, 11:04 a.m.
176321
278 1207 Samsung SM-G965W qcom sdm845 9 May 31, 2019, 1:14 a.m.
G965WVLU4CSD2 user
April 10, 2019, 5:05 a.m.
176648'TFLite: MobileNet v1 224':{'score':45218, 'images':30,'time':584, avg':18,'min':17,'max':32,'load':376,'acc1':0.700000,'acc5':0.866667}, 'TFLite: MobileNet v1 quant 224':{'score':76860, 'images':30,'time':236, avg':4,'min':6,'max':11,'load':484,'acc1':0.583333,'acc5':0.833333}, 'TFLite: mnasnet':{'score':48348, 'images':30,'time':680, avg':12,'min':17,'max':45,'load':199,'acc1':0.611111,'acc5':0.866667}, 'TFLite: resnet v2 50':{'score':6144, 'images':30,'time':49546, avg':819,'min':1227,'max':1990,'load':2916,'acc1':0.641667,'acc5':0.866667}, 'TFLite: Inception v3':{'score':78, 'images':30,'time':0, avg':5000000,'min':10000000,'max':0,'load':-1,'acc1':0.641667,'acc5':0.866667},
2508 1208 Xiaomi MI PAD 4 qcom sdm660 10 Nov. 20, 2022, 5:50 a.m.
eng.adaman.20210816.230749 userdebug
Aug. 17, 2021, 6:06 a.m.
176790'TFLite: MobileNet v1 224':{'score':29798, 'images':30,'time':1347.00, avg':41.45,'min':38.00,'max':61.00,'load':180.00,'acc1':0.700000,'acc5':0.866667}, 'TFLite: MobileNet v1 quant 224':{'score':42833, 'images':30,'time':657.00, avg':14.98,'min':19.00,'max':32.00,'load':53.00,'acc1':0.616667,'acc5':0.850000}, 'TFLite: MobileNet v2 1.0 224':{'score':37668, 'images':30,'time':1122.00, avg':21.23,'min':30.00,'max':60.00,'load':99.00,'acc1':0.633333,'acc5':0.866667}, 'TFLite: mnasnet':{'score':38418, 'images':30,'time':1264.00, avg':21.77,'min':33.00,'max':62.00,'load':132.00,'acc1':0.641667,'acc5':0.883333}, 'TFLite: Inception v3':{'score':12272, 'images':30,'time':11642.00, avg':230.81,'min':384.00,'max':398.00,'load':938.00,'acc1':0.660000,'acc5':0.893333}, 'TFLite: resnet v2 50':{'score':15801, 'images':30,'time':7557.00, avg':142.99,'min':244.00,'max':264.00,'load':669.00,'acc1':0.672222,'acc5':0.888889},
1838 1209 Samsung SM-G998U qcom lahaina 11 June 19, 2021, 12:16 p.m.
G998USQU2AUC4 userdebug
March 11, 2021, 9:50 a.m.
176882'TFLite: MobileNet v1 224':{'score':0, 'images':30,'time':0.00, avg':0.00,'min':10000000.00,'max':0.00,'load':-1.00,'acc1':0.000000,'acc5':0.000000}, 'TFLite: MobileNet v1 quant 224':{'score':0, 'images':30,'time':0.00, avg':0.00,'min':10000000.00,'max':0.00,'load':-1.00,'acc1':0.000000,'acc5':0.000000}, 'TFLite: MobileNet v2 1.0 224':{'score':58049, 'images':30,'time':371.00, avg':10.68,'min':9.00,'max':22.00,'load':12.00,'acc1':0.666667,'acc5':0.900000}, 'TFLite: mnasnet':{'score':58578, 'images':30,'time':826.00, avg':10.88,'min':8.00,'max':434.00,'load':36.00,'acc1':0.666667,'acc5':0.916667}, 'TFLite: Inception v3':{'score':27161, 'images':30,'time':3458.00, avg':54.71,'min':71.00,'max':421.00,'load':76.00,'acc1':0.688889,'acc5':0.922222}, 'TFLite: resnet v2 50':{'score':33094, 'images':30,'time':2619.00, avg':36.91,'min':52.00,'max':728.00,'load':59.00,'acc1':0.700000,'acc5':0.908333},
2147 1210 Xiaomi M2004J19C mt6768 galahad 11 Nov. 13, 2021, 7:21 p.m.
V12.5.1.0.RJCEUXM user
Aug. 25, 2021, 4 p.m.
176888Total Image : 180 Average Inference Time : 142.73056 ms Min/Max Inference Time : 240.0 ms / 346.0 ms Model Load Time :585.0 ms Accuracy : 67.78 % (TOP1), 88.89 % (TOP5)
1180 1211 Xiaomi POCO M2 Pro qcom gram 10 Aug. 31, 2020, 3:46 a.m.
V11.0.3.0.QJPINXM user
July 6, 2020, 4:27 p.m.
176943'TFLite: MobileNet v1 224':{'score':36255, 'images':30,'time':873, avg':28,'min':27,'max':32,'load':749,'acc1':0.700000,'acc5':0.866667}, 'TFLite: MobileNet v1 quant 224':{'score':71327, 'images':30,'time':272, avg':6,'min':8,'max':11,'load':131,'acc1':0.650000,'acc5':0.850000}, 'TFLite: mnasnet':{'score':40689, 'images':30,'time':1003, avg':20,'min':30,'max':40,'load':476,'acc1':0.655556,'acc5':0.877778}, 'TFLite: resnet v2 50':{'score':10948, 'images':30,'time':16575, avg':291,'min':445,'max':613,'load':2660,'acc1':0.675000,'acc5':0.875000}, 'TFLite: Inception v3':{'score':17724, 'images':30,'time':5959, avg':118,'min':197,'max':206,'load':1061,'acc1':0.686667,'acc5':0.886667},
1539 1212 Xiaomi MI 8 Lite qcom sdm660 10 March 23, 2021, 1:08 p.m.
V12.0.3.0.QDTMIXM user
Sept. 14, 2020, 10:53 a.m.
177133'TFLite: MobileNet v1 224':{'score':29768, 'images':30,'time':1322.00, avg':41.53,'min':39.00,'max':54.00,'load':63.00,'acc1':0.700000,'acc5':0.866667}, 'TFLite: MobileNet v1 quant 224':{'score':42963, 'images':30,'time':744.00, avg':15.70,'min':19.00,'max':41.00,'load':48.00,'acc1':0.633333,'acc5':0.850000}, 'TFLite: MobileNet v2 1.0 224':{'score':37650, 'images':30,'time':1171.00, avg':22.01,'min':31.00,'max':49.00,'load':64.00,'acc1':0.644444,'acc5':0.866667}, 'TFLite: mnasnet':{'score':38200, 'images':30,'time':1342.00, avg':22.59,'min':34.00,'max':70.00,'load':61.00,'acc1':0.650000,'acc5':0.883333}, 'TFLite: Inception v3':{'score':12568, 'images':30,'time':11414.00, avg':224.55,'min':373.00,'max':398.00,'load':402.00,'acc1':0.666667,'acc5':0.893333}, 'TFLite: resnet v2 50':{'score':15984, 'images':30,'time':7403.00, avg':142.06,'min':243.00,'max':253.00,'load':272.00,'acc1':0.677778,'acc5':0.888889},
1540 1213 Xiaomi MI 8 Lite qcom sdm660 10 March 23, 2021, 1:10 p.m.
V12.0.3.0.QDTMIXM user
Sept. 14, 2020, 10:53 a.m.
177213'TFLite: MobileNet v1 224':{'score':29370, 'images':30,'time':1420.00, avg':42.67,'min':38.00,'max':69.00,'load':94.00,'acc1':0.700000,'acc5':0.866667}, 'TFLite: MobileNet v1 quant 224':{'score':42570, 'images':30,'time':779.00, avg':15.99,'min':19.00,'max':39.00,'load':48.00,'acc1':0.633333,'acc5':0.850000}, 'TFLite: MobileNet v2 1.0 224':{'score':37588, 'images':30,'time':1184.00, avg':22.08,'min':31.00,'max':49.00,'load':59.00,'acc1':0.644444,'acc5':0.866667}, 'TFLite: mnasnet':{'score':39014, 'images':30,'time':1238.00, avg':21.66,'min':33.00,'max':50.00,'load':60.00,'acc1':0.650000,'acc5':0.883333}, 'TFLite: Inception v3':{'score':12629, 'images':30,'time':11209.00, avg':222.36,'min':370.00,'max':378.00,'load':424.00,'acc1':0.666667,'acc5':0.893333}, 'TFLite: resnet v2 50':{'score':16042, 'images':30,'time':7392.00, avg':141.03,'min':241.00,'max':253.00,'load':269.00,'acc1':0.677778,'acc5':0.888889},
1465 1214 Google kukui cheets krane 9 March 4, 2021, 2 a.m.
7116332 user
Feb. 2, 2021, 5:16 a.m.
177489'TFLite: MobileNet v1 224':{'score':29602, 'images':30,'time':1293, avg':42,'min':41,'max':55,'load':68,'acc1':0.700000,'acc5':0.866667}, 'TFLite: MobileNet v1 quant 224':{'score':42558, 'images':30,'time':668, avg':16,'min':21,'max':27,'load':32,'acc1':0.633333,'acc5':0.850000}, 'TFLite: MobileNet v2 1.0 224':{'score':38541, 'images':30,'time':1018, avg':21,'min':32,'max':50,'load':40,'acc1':0.644444,'acc5':0.866667}, 'TFLite: mnasnet':{'score':38710, 'images':30,'time':1161, avg':22,'min':36,'max':56,'load':57,'acc1':0.650000,'acc5':0.883333}, 'TFLite: Inception v3':{'score':12418, 'images':30,'time':11658, avg':230,'min':384,'max':406,'load':873,'acc1':0.666667,'acc5':0.893333}, 'TFLite: resnet v2 50':{'score':15660, 'images':30,'time':7771, avg':148,'min':254,'max':289,'load':410,'acc1':0.677778,'acc5':0.888889},
1877 1215 Samsung SM-G780F exynos990 exynos990 11 June 30, 2021, 12:09 a.m.
G780FXXU4CUF1 user
May 31, 2021, 6:14 a.m.
177747'TFLite: MobileNet v1 224':{'score':40732, 'images':30,'time':851.00, avg':22.18,'min':16.00,'max':59.00,'load':48.00,'acc1':0.700000,'acc5':0.866667}, 'TFLite: MobileNet v1 quant 224':{'score':35217, 'images':30,'time':1304.00, avg':23.37,'min':25.00,'max':59.00,'load':34.00,'acc1':0.633333,'acc5':0.850000}, 'TFLite: MobileNet v2 1.0 224':{'score':33083, 'images':30,'time':1980.00, avg':28.50,'min':35.00,'max':95.00,'load':73.00,'acc1':0.644444,'acc5':0.866667}, 'TFLite: mnasnet':{'score':38080, 'images':30,'time':1496.00, avg':22.73,'min':33.00,'max':69.00,'load':45.00,'acc1':0.650000,'acc5':0.883333}, 'TFLite: Inception v3':{'score':15036, 'images':30,'time':8213.00, avg':156.88,'min':259.00,'max':297.00,'load':272.00,'acc1':0.666667,'acc5':0.893333}, 'TFLite: resnet v2 50':{'score':15599, 'images':30,'time':8160.00, avg':149.17,'min':253.00,'max':279.00,'load':295.00,'acc1':0.677778,'acc5':0.888889},
1464 1216 Google kukui cheets krane 9 March 4, 2021, 1:59 a.m.
7116332 user
Feb. 2, 2021, 5:16 a.m.
177848'TFLite: MobileNet v1 224':{'score':29961, 'images':30,'time':1287, avg':41,'min':41,'max':63,'load':146,'acc1':0.700000,'acc5':0.866667}, 'TFLite: MobileNet v1 quant 224':{'score':42558, 'images':30,'time':672, avg':16,'min':21,'max':31,'load':31,'acc1':0.633333,'acc5':0.850000}, 'TFLite: MobileNet v2 1.0 224':{'score':38541, 'images':30,'time':1040, avg':21,'min':32,'max':45,'load':109,'acc1':0.644444,'acc5':0.866667}, 'TFLite: mnasnet':{'score':38710, 'images':30,'time':1140, avg':22,'min':36,'max':57,'load':124,'acc1':0.650000,'acc5':0.883333}, 'TFLite: Inception v3':{'score':12418, 'images':30,'time':11696, avg':230,'min':384,'max':416,'load':910,'acc1':0.666667,'acc5':0.893333}, 'TFLite: resnet v2 50':{'score':15660, 'images':30,'time':7748, avg':148,'min':254,'max':287,'load':706,'acc1':0.677778,'acc5':0.888889},
1276 1217 Samsung SM-G988B exynos990 exynos990 10 Nov. 1, 2020, 7:25 a.m.
G988BXXS5BTIJ user
Sept. 21, 2020, 3:55 a.m.
178173'TFLite: MobileNet v1 224':{'score':32111, 'images':30,'time':1261, avg':33,'min':25,'max':58,'load':346,'acc1':0.700000,'acc5':0.833333}, 'TFLite: MobileNet v1 quant 224':{'score':55632, 'images':30,'time':616, avg':9,'min':8,'max':36,'load':120,'acc1':0.633333,'acc5':0.833333}, 'TFLite: mnasnet':{'score':48985, 'images':30,'time':812, avg':13,'min':17,'max':63,'load':166,'acc1':0.644444,'acc5':0.866667}, 'TFLite: resnet v2 50':{'score':25337, 'images':30,'time':2737, avg':52,'min':82,'max':107,'load':810,'acc1':0.666667,'acc5':0.866667}, 'TFLite: Inception v3':{'score':16108, 'images':30,'time':7011, avg':138,'min':231,'max':238,'load':1005,'acc1':0.680000,'acc5':0.880000},
2321 1218 Samsung SM-N975F exynos9825 exynos9825 12 April 12, 2022, 11:32 a.m.
N975FXXS7GVB8 user
Feb. 18, 2022, 2:13 a.m.
178302'TFLite: MobileNet v1 224':{'score':29250, 'images':30,'time':1561.00, avg':43.02,'min':34.00,'max':70.00,'load':65.00,'acc1':0.700000,'acc5':0.866667}, 'TFLite: MobileNet v1 quant 224':{'score':43443, 'images':30,'time':286.00, avg':16.26,'min':25.00,'max':49.00,'load':180.00,'acc1':0.657895,'acc5':0.842105}, 'TFLite: MobileNet v2 1.0 224':{'score':34241, 'images':30,'time':1512.00, avg':28.12,'min':34.00,'max':77.00,'load':39.00,'acc1':0.661765,'acc5':0.867647}, 'TFLite: mnasnet':{'score':35963, 'images':30,'time':1628.00, avg':26.81,'min':37.00,'max':73.00,'load':53.00,'acc1':0.663265,'acc5':0.887755}, 'TFLite: Inception v3':{'score':16280, 'images':30,'time':1034.00, avg':129.57,'min':249.00,'max':267.00,'load':238.00,'acc1':0.656863,'acc5':0.892157}, 'TFLite: resnet v2 50':{'score':19125, 'images':30,'time':5449.00, avg':97.64,'min':154.00,'max':379.00,'load':202.00,'acc1':0.674242,'acc5':0.886364},
1598 1219 Xiaomi MI 9 qcom cepheus 9 April 20, 2021, 1:19 p.m.
9.5.9 user
May 8, 2019, 8:13 p.m.
178670'TFLite: MobileNet v1 224':{'score':61488, 'images':30,'time':311, avg':9,'min':9,'max':12,'load':161,'acc1':0.700000,'acc5':0.833333}, 'TFLite: MobileNet v1 quant 224':{'score':86976, 'images':30,'time':143, avg':3,'min':4,'max':6,'load':149,'acc1':0.583333,'acc5':0.816667}, 'TFLite: mnasnet':{'score':67, 'images':30,'time':0, avg':5000000,'min':10000000,'max':0,'load':248,'acc1':0.583333,'acc5':0.816667}, 'TFLite: resnet v2 50':{'score':5540, 'images':30,'time':4764, avg':697,'min':1320,'max':1776,'load':3108,'acc1':0.571429,'acc5':0.809524}, 'TFLite: Inception v3':{'score':24599, 'images':30,'time':1793, avg':44,'min':68,'max':76,'load':1012,'acc1':0.613636,'acc5':0.840909},
2751 1220 Xiaomi 2201117TY qcom spesn 13 March 9, 2024, 11:19 a.m.
V14.0.1.0.TGKEUXM user
June 8, 2023, 12:37 p.m.
178795'TFLite: MobileNet v1 224':{'score':24312, 'images':30,'time':1906.00, avg':62.27,'min':61.00,'max':66.00,'load':73.00,'acc1':0.700000,'acc5':0.866667}, 'TFLite: MobileNet v1 quant 224':{'score':67868, 'images':30,'time':275.00, avg':6.29,'min':8.00,'max':11.00,'load':13.00,'acc1':0.633333,'acc5':0.850000}, 'TFLite: MobileNet v2 1.0 224':{'score':32435, 'images':30,'time':1377.00, avg':29.65,'min':44.00,'max':55.00,'load':54.00,'acc1':0.644444,'acc5':0.866667}, 'TFLite: mnasnet':{'score':31697, 'images':30,'time':1635.00, avg':32.81,'min':52.00,'max':66.00,'load':62.00,'acc1':0.650000,'acc5':0.883333}, 'TFLite: Inception v3':{'score':10173, 'images':30,'time':17309.00, avg':342.70,'min':570.00,'max':586.00,'load':577.00,'acc1':0.666667,'acc5':0.893333}, 'TFLite: resnet v2 50':{'score':12310, 'images':30,'time':12422.00, avg':239.51,'min':410.00,'max':430.00,'load':420.00,'acc1':0.677778,'acc5':0.888889},
1220 1221 Xiaomi Redmi Note 9S qcom curtana 10 Oct. 1, 2020, 2:30 a.m.
V11.0.11.0.QJWMIXM user
Aug. 10, 2020, 3:51 p.m.
178820'TFLite: MobileNet v1 224':{'score':36255, 'images':30,'time':899, avg':28,'min':27,'max':33,'load':818,'acc1':0.700000,'acc5':0.866667}, 'TFLite: MobileNet v1 quant 224':{'score':71327, 'images':30,'time':272, avg':6,'min':8,'max':10,'load':141,'acc1':0.650000,'acc5':0.850000}, 'TFLite: mnasnet':{'score':40689, 'images':30,'time':1006, avg':20,'min':30,'max':38,'load':454,'acc1':0.655556,'acc5':0.877778}, 'TFLite: resnet v2 50':{'score':12130, 'images':30,'time':13720, avg':238,'min':361,'max':573,'load':2468,'acc1':0.677966,'acc5':0.872881}, 'TFLite: Inception v3':{'score':18419, 'images':30,'time':985, avg':101,'min':194,'max':199,'load':1262,'acc1':0.666667,'acc5':0.878049},
2215 1222 Samsung SM-G930F samsungexynos8890 universal8890 8.0.0 Jan. 21, 2022, 3:11 p.m.
G930FXXU8ETI2 user
Sept. 8, 2020, 7:10 a.m.
178849'TFLite: MobileNet v1 224':{'score':31696, 'images':30,'time':1238.00, avg':36.63,'min':32.00,'max':103.00,'load':109.00,'acc1':0.700000,'acc5':0.866667}, 'TFLite: MobileNet v1 quant 224':{'score':38750, 'images':30,'time':936.00, avg':19.30,'min':23.00,'max':59.00,'load':58.00,'acc1':0.633333,'acc5':0.850000}, 'TFLite: MobileNet v2 1.0 224':{'score':40879, 'images':30,'time':1020.00, avg':18.67,'min':26.00,'max':65.00,'load':161.00,'acc1':0.644444,'acc5':0.866667}, 'TFLite: mnasnet':{'score':40727, 'images':30,'time':1170.00, avg':19.88,'min':30.00,'max':115.00,'load':96.00,'acc1':0.650000,'acc5':0.883333}, 'TFLite: Inception v3':{'score':11911, 'images':30,'time':13039.00, avg':249.96,'min':413.00,'max':481.00,'load':961.00,'acc1':0.666667,'acc5':0.893333}, 'TFLite: resnet v2 50':{'score':14886, 'images':30,'time':8746.00, avg':163.79,'min':279.00,'max':390.00,'load':507.00,'acc1':0.677778,'acc5':0.888889},
2752 1223 Xiaomi 2201117TY qcom spesn 13 March 9, 2024, 11:21 a.m.
V14.0.1.0.TGKEUXM user
June 8, 2023, 12:37 p.m.
178969'TFLite: MobileNet v1 224':{'score':24305, 'images':30,'time':1908.00, avg':62.30,'min':61.00,'max':68.00,'load':72.00,'acc1':0.700000,'acc5':0.866667}, 'TFLite: MobileNet v1 quant 224':{'score':68049, 'images':30,'time':271.00, avg':6.26,'min':8.00,'max':10.00,'load':12.00,'acc1':0.633333,'acc5':0.850000}, 'TFLite: MobileNet v2 1.0 224':{'score':32725, 'images':30,'time':1373.00, avg':29.13,'min':43.00,'max':50.00,'load':50.00,'acc1':0.644444,'acc5':0.866667}, 'TFLite: mnasnet':{'score':31321, 'images':30,'time':1705.00, avg':33.60,'min':53.00,'max':65.00,'load':64.00,'acc1':0.650000,'acc5':0.883333}, 'TFLite: Inception v3':{'score':10217, 'images':30,'time':17178.00, avg':339.76,'min':565.00,'max':587.00,'load':583.00,'acc1':0.666667,'acc5':0.893333}, 'TFLite: resnet v2 50':{'score':12352, 'images':30,'time':12377.00, avg':237.88,'min':407.00,'max':426.00,'load':418.00,'acc1':0.677778,'acc5':0.888889},
2743 1224 Alldocube iPlay 50 mini Pro mt8781 tb8781p1_64 13 Jan. 13, 2024, 4:56 p.m.
1687767888 user
Jan. 2, 2024, 4:25 a.m.
179172'TFLite: MobileNet v1 224':{'score':29468, 'images':30,'time':1373.00, avg':42.38,'min':39.00,'max':50.00,'load':246.00,'acc1':0.700000,'acc5':0.866667}, 'TFLite: MobileNet v1 quant 224':{'score':51419, 'images':30,'time':527.00, avg':10.39,'min':12.00,'max':35.00,'load':93.00,'acc1':0.616667,'acc5':0.850000}, 'TFLite: MobileNet v2 1.0 224':{'score':41426, 'images':30,'time':820.00, avg':17.56,'min':26.00,'max':32.00,'load':363.00,'acc1':0.633333,'acc5':0.866667}, 'TFLite: mnasnet':{'score':39277, 'images':30,'time':1038.00, avg':20.83,'min':33.00,'max':39.00,'load':395.00,'acc1':0.641667,'acc5':0.883333}, 'TFLite: Inception v3':{'score':10341, 'images':30,'time':6611.00, avg':123.04,'min':202.00,'max':233.00,'load':2212.00,'acc1':0.513333,'acc5':0.706667}, 'TFLite: resnet v2 50':{'score':7241, 'images':30,'time':6481.00, avg':121.00,'min':206.00,'max':233.00,'load':1999.00,'acc1':0.427778,'acc5':0.588889},
2519 1225 Huawei BLA-L09 kirin970 BLA 10 Dec. 17, 2022, 12:20 p.m.
10.0.0.159C432 user
April 27, 2020, 3:53 a.m.
179316'TFLite: MobileNet v1 224':{'score':28609, 'images':30,'time':1558.00, avg':44.97,'min':38.00,'max':71.00,'load':59.00,'acc1':0.700000,'acc5':0.866667}, 'TFLite: MobileNet v1 quant 224':{'score':41299, 'images':30,'time':793.00, avg':16.11,'min':19.00,'max':38.00,'load':27.00,'acc1':0.616667,'acc5':0.850000}, 'TFLite: MobileNet v2 1.0 224':{'score':37390, 'images':30,'time':1179.00, avg':21.55,'min':30.00,'max':57.00,'load':54.00,'acc1':0.633333,'acc5':0.866667}, 'TFLite: mnasnet':{'score':42086, 'images':30,'time':1113.00, avg':18.14,'min':27.00,'max':55.00,'load':37.00,'acc1':0.641667,'acc5':0.883333}, 'TFLite: Inception v3':{'score':12551, 'images':30,'time':11296.00, avg':220.65,'min':366.00,'max':402.00,'load':393.00,'acc1':0.660000,'acc5':0.893333}, 'TFLite: resnet v2 50':{'score':17381, 'images':30,'time':6364.00, avg':118.18,'min':201.00,'max':221.00,'load':214.00,'acc1':0.672222,'acc5':0.888889},
1292 1226 Samsung SM-G988B exynos990 exynos990 10 Nov. 11, 2020, 4:36 a.m.
G988BXXU5BTJ3 user
Oct. 13, 2020, 11:58 p.m.
179330'TFLite: MobileNet v1 224':{'score':39328, 'images':30,'time':905, avg':22,'min':15,'max':68,'load':298,'acc1':0.700000,'acc5':0.833333}, 'TFLite: MobileNet v1 quant 224':{'score':44605, 'images':30,'time':862, avg':14,'min':15,'max':34,'load':79,'acc1':0.633333,'acc5':0.833333}, 'TFLite: mnasnet':{'score':48985, 'images':30,'time':788, avg':13,'min':18,'max':48,'load':151,'acc1':0.644444,'acc5':0.866667}, 'TFLite: resnet v2 50':{'score':24415, 'images':30,'time':2855, avg':56,'min':89,'max':104,'load':743,'acc1':0.666667,'acc5':0.866667}, 'TFLite: Inception v3':{'score':21997, 'images':30,'time':3864, avg':74,'min':124,'max':139,'load':791,'acc1':0.680000,'acc5':0.880000},
903 1227 Huawei TAS-AL00 kirin990 TAS 10 Feb. 27, 2020, 7:51 p.m.
10.0.0.195C00 user
Jan. 17, 2020, 1:29 a.m.
179339'TFLite: MobileNet v1 224':{'score':38368, 'images':30,'time':816, avg':25,'min':24,'max':31,'load':74,'acc1':0.700000,'acc5':0.866667}, 'TFLite: MobileNet v1 quant 224':{'score':49142, 'images':30,'time':597, avg':12,'min':15,'max':28,'load':20,'acc1':0.633333,'acc5':0.850000}, 'TFLite: mnasnet':{'score':49613, 'images':30,'time':657, avg':13,'min':19,'max':31,'load':37,'acc1':0.644444,'acc5':0.877778}, 'TFLite: resnet v2 50':{'score':21892, 'images':30,'time':3598, avg':71,'min':113,'max':128,'load':424,'acc1':0.666667,'acc5':0.875000}, 'TFLite: Inception v3':{'score':20324, 'images':30,'time':4560, avg':88,'min':146,'max':163,'load':259,'acc1':0.680000,'acc5':0.886667},
550 1228 Oneplus ONEPLUS A6010 qcom sdm845 9 Sept. 21, 2019, 5:28 p.m.
1908012000 user
Aug. 1, 2019, 12:11 p.m.
179375'TFLite: MobileNet v1 224':{'score':44739, 'images':30,'time':574, avg':17,'min':15,'max':26,'load':484,'acc1':0.700000,'acc5':0.833333}, 'TFLite: MobileNet v1 quant 224':{'score':67371, 'images':30,'time':267, avg':5,'min':7,'max':13,'load':975,'acc1':0.583333,'acc5':0.816667}, 'TFLite: mnasnet':{'score':41334, 'images':30,'time':880, avg':16,'min':24,'max':37,'load':450,'acc1':0.611111,'acc5':0.855556}, 'TFLite: resnet v2 50':{'score':3663, 'images':30,'time':116926, avg':2260,'min':3546,'max':4064,'load':6603,'acc1':0.641667,'acc5':0.858333}, 'TFLite: Inception v3':{'score':22268, 'images':30,'time':3459, avg':67,'min':111,'max':121,'load':2603,'acc1':0.660000,'acc5':0.873333},
393 1229 Samsung SM-N976B exynos9825 universal9825 9 July 5, 2019, 6:24 a.m.
N976BXXU0ASG8 userdebug
July 4, 2019, 1:38 p.m.
179398'TFLite: MobileNet v1 224':{'score':35500, 'images':30,'time':1033, avg':27,'min':21,'max':66,'load':326,'acc1':0.700000,'acc5':0.833333}, 'TFLite: MobileNet v1 quant 224':{'score':55632, 'images':30,'time':425, avg':9,'min':11,'max':22,'load':112,'acc1':0.633333,'acc5':0.833333}, 'TFLite: mnasnet':{'score':45602, 'images':30,'time':983, avg':15,'min':20,'max':59,'load':189,'acc1':0.644444,'acc5':0.866667}, 'TFLite: resnet v2 50':{'score':20958, 'images':30,'time':3852, avg':76,'min':121,'max':138,'load':1461,'acc1':0.666667,'acc5':0.866667}, 'TFLite: Inception v3':{'score':21706, 'images':30,'time':3947, avg':76,'min':127,'max':138,'load':1023,'acc1':0.680000,'acc5':0.880000},
2133 1230 Xiaomi MI PAD 4 qcom sdm660 10 Nov. 3, 2021, 8:02 a.m.
eng.adaman.20210816.230749 userdebug
Aug. 17, 2021, 6:06 a.m.
179530'TFLite: MobileNet v1 224':{'score':29462, 'images':30,'time':1374.00, avg':42.40,'min':39.00,'max':57.00,'load':64.00,'acc1':0.700000,'acc5':0.866667}, 'TFLite: MobileNet v1 quant 224':{'score':43628, 'images':30,'time':687.00, avg':15.23,'min':19.00,'max':31.00,'load':36.00,'acc1':0.633333,'acc5':0.850000}, 'TFLite: MobileNet v2 1.0 224':{'score':38515, 'images':30,'time':1085.00, avg':21.03,'min':30.00,'max':45.00,'load':44.00,'acc1':0.644444,'acc5':0.866667}, 'TFLite: mnasnet':{'score':39154, 'images':30,'time':1201.00, avg':21.50,'min':33.00,'max':61.00,'load':59.00,'acc1':0.650000,'acc5':0.883333}, 'TFLite: Inception v3':{'score':12755, 'images':30,'time':11249.00, avg':218.00,'min':361.00,'max':463.00,'load':391.00,'acc1':0.666667,'acc5':0.893333}, 'TFLite: resnet v2 50':{'score':16016, 'images':30,'time':7378.00, avg':141.49,'min':242.00,'max':255.00,'load':266.00,'acc1':0.677778,'acc5':0.888889},
888 1231 Xiaomi Mi 9 SE qcom sdm710 10 Feb. 19, 2020, 6:36 a.m.
20.1.21 user
Nov. 14, 2019, 11:20 p.m.
180251'TFLite: MobileNet v1 224':{'score':33913, 'images':30,'time':1023, avg':32,'min':31,'max':47,'load':768,'acc1':0.700000,'acc5':0.866667}, 'TFLite: MobileNet v1 quant 224':{'score':78135, 'images':30,'time':234, avg':5,'min':7,'max':11,'load':134,'acc1':0.650000,'acc5':0.850000}, 'TFLite: mnasnet':{'score':40689, 'images':30,'time':1035, avg':20,'min':30,'max':39,'load':482,'acc1':0.655556,'acc5':0.877778}, 'TFLite: resnet v2 50':{'score':11242, 'images':30,'time':17387, avg':276,'min':408,'max':617,'load':2673,'acc1':0.675000,'acc5':0.875000}, 'TFLite: Inception v3':{'score':16272, 'images':30,'time':7065, avg':140,'min':233,'max':239,'load':1385,'acc1':0.686667,'acc5':0.886667},
331 1232 Samsung SM-N976B exynos9825 universal9825 9 June 14, 2019, 7:53 a.m.
N976BXXE0ASFB userdebug
June 14, 2019, 1:50 a.m.
180323'TFLite: MobileNet v1 224':{'score':36176, 'images':30,'time':939, avg':26,'min':21,'max':74,'load':449,'acc1':0.700000,'acc5':0.833333}, 'TFLite: MobileNet v1 quant 224':{'score':52777, 'images':30,'time':484, avg':10,'min':12,'max':34,'load':109,'acc1':0.633333,'acc5':0.833333}, 'TFLite: mnasnet':{'score':48985, 'images':30,'time':863, avg':13,'min':18,'max':57,'load':214,'acc1':0.644444,'acc5':0.866667}, 'TFLite: resnet v2 50':{'score':20821, 'images':30,'time':4025, avg':77,'min':122,'max':144,'load':1520,'acc1':0.666667,'acc5':0.866667}, 'TFLite: Inception v3':{'score':21564, 'images':30,'time':4055, avg':77,'min':127,'max':144,'load':1217,'acc1':0.680000,'acc5':0.880000},
1440 1233 Realme RMX1971 qcom sdm710 10 Feb. 27, 2021, 7:37 a.m.
1610071010 user
Jan. 23, 2021, 8:42 a.m.
181037'TFLite: MobileNet v1 224':{'score':34456, 'images':30,'time':975, avg':31,'min':30,'max':38,'load':725,'acc1':0.700000,'acc5':0.866667}, 'TFLite: MobileNet v1 quant 224':{'score':78135, 'images':30,'time':251, avg':5,'min':7,'max':12,'load':130,'acc1':0.650000,'acc5':0.850000}, 'TFLite: mnasnet':{'score':40689, 'images':30,'time':1019, avg':20,'min':30,'max':41,'load':435,'acc1':0.655556,'acc5':0.877778}, 'TFLite: resnet v2 50':{'score':11536, 'images':30,'time':9845, avg':256,'min':422,'max':642,'load':2706,'acc1':0.669725,'acc5':0.871560}, 'TFLite: Inception v3':{'score':16221, 'images':30,'time':7069, avg':139,'min':229,'max':264,'load':1350,'acc1':0.683453,'acc5':0.884892},
2535 1234 Samsung SM-A226B mt6833 a22x 12 Jan. 24, 2023, 8:42 p.m.
A226BXXS5BVI6 user
Sept. 23, 2022, 8:33 a.m.
181160'TFLite: MobileNet v1 224':{'score':29822, 'images':30,'time':1283.00, avg':41.38,'min':40.00,'max':46.00,'load':98.00,'acc1':0.700000,'acc5':0.866667}, 'TFLite: MobileNet v1 quant 224':{'score':50871, 'images':30,'time':674.00, avg':10.62,'min':10.00,'max':37.00,'load':40.00,'acc1':0.616667,'acc5':0.850000}, 'TFLite: MobileNet v2 1.0 224':{'score':42077, 'images':30,'time':813.00, avg':17.02,'min':25.00,'max':31.00,'load':28.00,'acc1':0.633333,'acc5':0.866667}, 'TFLite: mnasnet':{'score':40729, 'images':30,'time':1048.00, avg':19.37,'min':30.00,'max':51.00,'load':38.00,'acc1':0.641667,'acc5':0.883333}, 'TFLite: Inception v3':{'score':10091, 'images':30,'time':6813.00, avg':129.21,'min':213.00,'max':271.00,'load':251.00,'acc1':0.513333,'acc5':0.706667}, 'TFLite: resnet v2 50':{'score':7570, 'images':30,'time':5838.00, avg':110.72,'min':189.00,'max':235.00,'load':210.00,'acc1':0.427778,'acc5':0.588889},
1794 1235 Samsung SM-G998U qcom lahaina 11 June 18, 2021, 3:54 p.m.
G998USQU2AUC4 userdebug
March 11, 2021, 9:50 a.m.
181347'TFLite: MobileNet v1 224':{'score':0, 'images':30,'time':0.00, avg':0.00,'min':10000000.00,'max':0.00,'load':-1.00,'acc1':0.000000,'acc5':0.000000}, 'TFLite: MobileNet v1 quant 224':{'score':0, 'images':30,'time':0.00, avg':0.00,'min':10000000.00,'max':0.00,'load':-1.00,'acc1':0.000000,'acc5':0.000000}, 'TFLite: MobileNet v2 1.0 224':{'score':53990, 'images':30,'time':441.00, avg':12.35,'min':10.00,'max':33.00,'load':17.00,'acc1':0.666667,'acc5':0.900000}, 'TFLite: mnasnet':{'score':66284, 'images':30,'time':480.00, avg':8.50,'min':9.00,'max':51.00,'load':21.00,'acc1':0.666667,'acc5':0.916667}, 'TFLite: Inception v3':{'score':26561, 'images':30,'time':3818.00, avg':57.21,'min':72.00,'max':442.00,'load':356.00,'acc1':0.688889,'acc5':0.922222}, 'TFLite: resnet v2 50':{'score':34512, 'images':30,'time':1786.00, avg':33.94,'min':53.00,'max':79.00,'load':60.00,'acc1':0.700000,'acc5':0.908333},
1390 1236 Xiaomi Mi 9T qcom davinci 10 Feb. 6, 2021, 2:20 p.m.
V12.0.4.0.QFJEUXM user
Jan. 17, 2021, 12:31 p.m.
181486'TFLite: MobileNet v1 224':{'score':35624, 'images':30,'time':919, avg':29,'min':28,'max':33,'load':209,'acc1':0.700000,'acc5':0.866667}, 'TFLite: MobileNet v1 quant 224':{'score':78135, 'images':30,'time':226, avg':5,'min':7,'max':9,'load':132,'acc1':0.650000,'acc5':0.850000}, 'TFLite: mnasnet':{'score':40689, 'images':30,'time':1005, avg':20,'min':29,'max':40,'load':404,'acc1':0.655556,'acc5':0.877778}, 'TFLite: resnet v2 50':{'score':10344, 'images':30,'time':17871, avg':326,'min':505,'max':656,'load':2425,'acc1':0.675000,'acc5':0.875000}, 'TFLite: Inception v3':{'score':16694, 'images':30,'time':6708, avg':133,'min':222,'max':226,'load':1266,'acc1':0.686667,'acc5':0.886667},
328 1237 Samsung SM-G975F exynos9820 universal9820 9 June 14, 2019, 6:37 a.m.
G975FXXU2ASF2 userdebug
June 14, 2019, 1:52 a.m.
181605'TFLite: MobileNet v1 224':{'score':33678, 'images':30,'time':1137, avg':30,'min':23,'max':75,'load':355,'acc1':0.700000,'acc5':0.833333}, 'TFLite: MobileNet v1 quant 224':{'score':59007, 'images':30,'time':389, avg':8,'min':11,'max':17,'load':103,'acc1':0.633333,'acc5':0.833333}, 'TFLite: mnasnet':{'score':47203, 'images':30,'time':890, avg':14,'min':19,'max':58,'load':185,'acc1':0.644444,'acc5':0.866667}, 'TFLite: resnet v2 50':{'score':20427, 'images':30,'time':4222, avg':80,'min':126,'max':219,'load':2104,'acc1':0.666667,'acc5':0.866667}, 'TFLite: Inception v3':{'score':21290, 'images':30,'time':4069, avg':79,'min':132,'max':154,'load':1441,'acc1':0.680000,'acc5':0.880000},
1184 1238 Xiaomi Redmi Note 9S qcom curtana 10 Sept. 7, 2020, 4:52 a.m.
V11.0.11.0.QJWMIXM user
Aug. 10, 2020, 3:51 p.m.
181623'TFLite: MobileNet v1 224':{'score':36255, 'images':30,'time':879, avg':28,'min':27,'max':33,'load':962,'acc1':0.700000,'acc5':0.866667}, 'TFLite: MobileNet v1 quant 224':{'score':71327, 'images':30,'time':271, avg':6,'min':8,'max':14,'load':128,'acc1':0.650000,'acc5':0.850000}, 'TFLite: mnasnet':{'score':41746, 'images':30,'time':972, avg':19,'min':28,'max':41,'load':290,'acc1':0.655556,'acc5':0.877778}, 'TFLite: resnet v2 50':{'score':14496, 'images':30,'time':11023, avg':166,'min':242,'max':599,'load':1887,'acc1':0.675000,'acc5':0.875000}, 'TFLite: Inception v3':{'score':17799, 'images':30,'time':5978, avg':117,'min':196,'max':202,'load':1118,'acc1':0.686667,'acc5':0.886667},
2534 1239 Google Pixel 2 walleye walleye 11 Jan. 20, 2023, 5:03 a.m.
6934943 user
Oct. 27, 2020, 9:24 p.m.
181804'TFLite: MobileNet v1 224':{'score':29160, 'images':30,'time':1457.00, avg':43.28,'min':38.00,'max':73.00,'load':131.00,'acc1':0.700000,'acc5':0.866667}, 'TFLite: MobileNet v1 quant 224':{'score':41966, 'images':30,'time':792.00, avg':15.60,'min':18.00,'max':39.00,'load':31.00,'acc1':0.616667,'acc5':0.850000}, 'TFLite: MobileNet v2 1.0 224':{'score':40138, 'images':30,'time':1026.00, avg':18.70,'min':26.00,'max':57.00,'load':130.00,'acc1':0.633333,'acc5':0.866667}, 'TFLite: mnasnet':{'score':41192, 'images':30,'time':1064.00, avg':18.93,'min':29.00,'max':49.00,'load':74.00,'acc1':0.641667,'acc5':0.883333}, 'TFLite: Inception v3':{'score':12798, 'images':30,'time':11313.00, avg':212.21,'min':349.00,'max':411.00,'load':467.00,'acc1':0.660000,'acc5':0.893333}, 'TFLite: resnet v2 50':{'score':16550, 'images':30,'time':6964.00, avg':130.34,'min':222.00,'max':253.00,'load':453.00,'acc1':0.672222,'acc5':0.888889},
2347 1240 Samsung SM-N975F exynos9825 exynos9825 12 May 21, 2022, 10:47 p.m.
N975FXXS7HVD6 user
April 14, 2022, 3:22 a.m.
181849'TFLite: MobileNet v1 224':{'score':40839, 'images':30,'time':814.00, avg':22.07,'min':17.00,'max':67.00,'load':19.00,'acc1':0.700000,'acc5':0.866667}, 'TFLite: MobileNet v1 quant 224':{'score':35685, 'images':30,'time':1149.00, avg':21.58,'min':24.00,'max':52.00,'load':31.00,'acc1':0.616667,'acc5':0.850000}, 'TFLite: MobileNet v2 1.0 224':{'score':33394, 'images':30,'time':1713.00, avg':27.02,'min':35.00,'max':81.00,'load':46.00,'acc1':0.633333,'acc5':0.866667}, 'TFLite: mnasnet':{'score':35773, 'images':30,'time':1585.00, avg':25.10,'min':37.00,'max':79.00,'load':41.00,'acc1':0.641667,'acc5':0.883333}, 'TFLite: Inception v3':{'score':15569, 'images':30,'time':7471.00, avg':143.40,'min':237.00,'max':272.00,'load':251.00,'acc1':0.660000,'acc5':0.893333}, 'TFLite: resnet v2 50':{'score':20589, 'images':30,'time':4580.00, avg':84.22,'min':143.00,'max':173.00,'load':214.00,'acc1':0.672222,'acc5':0.888889},
1 2 3 4 5 6 ... 28 29 30 31 32 33 34 ... 64 65 66 67 68 69