MLBench
Rank Manufacturer Product Hardware Board Android Version Score
815 241 Samsung SM-G975F exynos9820 exynos9820 10 Jan. 19, 2020, 3:52 a.m.
G975FXXU3BSKO user
Nov. 26, 2019, 2:11 p.m.
68439'TFLite: MobileNet v1 224':{'score':23427, 'images':30,'time':1955, avg':62,'min':59,'max':77,'load':348,'acc1':0.700000,'acc5':0.833333}, 'TFLite: MobileNet v1 quant 224':{'score':35582, 'images':30,'time':1147, avg':22,'min':25,'max':46,'load':183,'acc1':0.633333,'acc5':0.833333}, 'TFLite: mnasnet':{'score':1396, 'images':30,'time':142269, avg':2822,'min':4064,'max':5597,'load':5135,'acc1':0.422222,'acc5':0.555556}, 'TFLite: resnet v2 50':{'score':634, 'images':30,'time':232009, avg':4331,'min':6730,'max':8328,'load':9643,'acc1':0.316667,'acc5':0.416667}, 'TFLite: Inception v3':{'score':7400, 'images':30,'time':4170, avg':79,'min':132,'max':148,'load':1468,'acc1':0.400000,'acc5':0.520000},
471 242 Samsung SM-A305G exynos7885 universal7885 9 July 31, 2019, 5:33 a.m.
A305GUBU1ASD2 user
April 10, 2019, 1:04 p.m.
68490'TFLite: MobileNet v1 224':{'score':14379, 'images':30,'time':5748, avg':178,'min':165,'max':254,'load':272,'acc1':0.700000,'acc5':0.866667}, 'TFLite: MobileNet v1 quant 224':{'score':19924, 'images':30,'time':3225, avg':73,'min':93,'max':143,'load':155,'acc1':0.633333,'acc5':0.850000}, 'TFLite: mnasnet':{'score':16064, 'images':30,'time':6392, avg':124,'min':178,'max':272,'load':290,'acc1':0.644444,'acc5':0.877778}, 'TFLite: resnet v2 50':{'score':9055, 'images':30,'time':23741, avg':415,'min':633,'max':936,'load':1360,'acc1':0.666667,'acc5':0.875000}, 'TFLite: Inception v3':{'score':9068, 'images':30,'time':27371, avg':442,'min':703,'max':1782,'load':1336,'acc1':0.680000,'acc5':0.886667},
1102 243 Huawei PAR-LX1 kirin970 PAR 9 July 17, 2020, 5:57 p.m.
9.1.0.386C10 user
June 3, 2020, 9:13 a.m.
68507'TFLite: MobileNet v1 224':{'score':14543, 'images':30,'time':6803, avg':174,'min':123,'max':516,'load':363,'acc1':0.700000,'acc5':0.866667}, 'TFLite: MobileNet v1 quant 224':{'score':20494, 'images':30,'time':3272, avg':69,'min':84,'max':170,'load':165,'acc1':0.633333,'acc5':0.850000}, 'TFLite: mnasnet':{'score':16064, 'images':30,'time':9100, avg':124,'min':148,'max':816,'load':363,'acc1':0.644444,'acc5':0.877778}, 'TFLite: resnet v2 50':{'score':8695, 'images':30,'time':31808, avg':450,'min':636,'max':3696,'load':1463,'acc1':0.666667,'acc5':0.875000}, 'TFLite: Inception v3':{'score':8711, 'images':30,'time':26422, avg':479,'min':782,'max':1009,'load':1333,'acc1':0.680000,'acc5':0.886667},
235 244 Techain Hi9Air mt6797 mt6797 8.0.0 May 14, 2019, 6:19 p.m.
1520042088 user
March 3, 2018, 1:54 a.m.
68515'TFLite: MobileNet v1 224':{'score':14379, 'images':30,'time':5872, avg':178,'min':161,'max':221,'load':482,'acc1':0.700000,'acc5':0.866667}, 'TFLite: MobileNet v1 quant 224':{'score':26916, 'images':30,'time':1938, avg':40,'min':49,'max':84,'load':118,'acc1':0.633333,'acc5':0.850000}, 'TFLite: mnasnet':{'score':18726, 'images':30,'time':3641, avg':89,'min':135,'max':180,'load':314,'acc1':0.642857,'acc5':0.869048}, 'TFLite: resnet v2 50':{'score':8417, 'images':30,'time':8442, avg':427,'min':766,'max':942,'load':2454,'acc1':0.638298,'acc5':0.861702}, 'TFLite: Inception v3':{'score':77, 'images':30,'time':0, avg':5000000,'min':10000000,'max':0,'load':2488,'acc1':0.638298,'acc5':0.861702},
1234 245 Tcl 5007W mt6761 Tokyo_Lite_4G 10 Oct. 9, 2020, 12:32 a.m.
v7H8R-0 user
Aug. 10, 2020, 12:19 p.m.
68648'TFLite: MobileNet v1 224':{'score':13991, 'images':30,'time':5909, avg':188,'min':180,'max':234,'load':420,'acc1':0.700000,'acc5':0.866667}, 'TFLite: MobileNet v1 quant 224':{'score':21977, 'images':30,'time':2713, avg':60,'min':76,'max':167,'load':165,'acc1':0.633333,'acc5':0.850000}, 'TFLite: mnasnet':{'score':17888, 'images':30,'time':4729, avg':100,'min':149,'max':173,'load':233,'acc1':0.644444,'acc5':0.877778}, 'TFLite: resnet v2 50':{'score':7802, 'images':30,'time':27860, avg':559,'min':886,'max':1246,'load':2466,'acc1':0.666667,'acc5':0.875000}, 'TFLite: Inception v3':{'score':6990, 'images':30,'time':42734, avg':744,'min':1204,'max':2006,'load':2109,'acc1':0.680000,'acc5':0.886667},
958 246 Huawei FIG-LX1 hi6250 FIG-L31 9 April 2, 2020, 11:50 a.m.
9.1.0.165C10 user
Dec. 18, 2019, 8:41 a.m.
68732'TFLite: MobileNet v1 224':{'score':13565, 'images':30,'time':7653, avg':200,'min':146,'max':699,'load':277,'acc1':0.700000,'acc5':0.866667}, 'TFLite: MobileNet v1 quant 224':{'score':20347, 'images':30,'time':4229, avg':70,'min':70,'max':175,'load':187,'acc1':0.633333,'acc5':0.850000}, 'TFLite: mnasnet':{'score':17625, 'images':30,'time':5408, avg':103,'min':147,'max':336,'load':337,'acc1':0.644444,'acc5':0.877778}, 'TFLite: resnet v2 50':{'score':8744, 'images':30,'time':24745, avg':445,'min':685,'max':1083,'load':1294,'acc1':0.666667,'acc5':0.875000}, 'TFLite: Inception v3':{'score':8451, 'images':30,'time':27897, avg':509,'min':834,'max':1199,'load':1462,'acc1':0.680000,'acc5':0.886667},
939 247 Samsung SM-J600G samsungexynos7870 universal7870 9 March 17, 2020, 11:33 a.m.
J600GDXS6BTB2 user
Feb. 6, 2020, 4:50 a.m.
68734'TFLite: MobileNet v1 224':{'score':14543, 'images':30,'time':5801, avg':174,'min':155,'max':611,'load':693,'acc1':0.700000,'acc5':0.866667}, 'TFLite: MobileNet v1 quant 224':{'score':21115, 'images':30,'time':2917, avg':65,'min':83,'max':134,'load':125,'acc1':0.633333,'acc5':0.850000}, 'TFLite: mnasnet':{'score':16680, 'images':30,'time':5708, avg':115,'min':168,'max':248,'load':285,'acc1':0.644444,'acc5':0.877778}, 'TFLite: resnet v2 50':{'score':7887, 'images':30,'time':31038, avg':547,'min':836,'max':2097,'load':2561,'acc1':0.666667,'acc5':0.875000}, 'TFLite: Inception v3':{'score':8509, 'images':30,'time':27464, avg':502,'min':821,'max':1197,'load':1625,'acc1':0.680000,'acc5':0.886667},
483 248 Huawei BLA-L09 kirin970 BLA 9 Aug. 9, 2019, 8:02 p.m.
300C432 user
June 27, 2019, 8:52 a.m.
68844'TFLite: MobileNet v1 224':{'score':14543, 'images':30,'time':6125, avg':174,'min':145,'max':348,'load':284,'acc1':0.700000,'acc5':0.866667}, 'TFLite: MobileNet v1 quant 224':{'score':20347, 'images':30,'time':3682, avg':70,'min':80,'max':167,'load':126,'acc1':0.633333,'acc5':0.850000}, 'TFLite: mnasnet':{'score':17457, 'images':30,'time':6549, avg':105,'min':138,'max':584,'load':337,'acc1':0.644444,'acc5':0.877778}, 'TFLite: resnet v2 50':{'score':8490, 'images':30,'time':28116, avg':472,'min':710,'max':1166,'load':1608,'acc1':0.666667,'acc5':0.875000}, 'TFLite: Inception v3':{'score':8007, 'images':30,'time':31876, avg':567,'min':922,'max':1349,'load':1153,'acc1':0.680000,'acc5':0.886667},
512 249 Samsung SM-G955F samsungexynos8895 universal8895 9 Aug. 27, 2019, 7:25 p.m.
G955FXXU5DSFB user
June 26, 2019, 7:23 a.m.
68914'TFLite: MobileNet v1 224':{'score':13845, 'images':30,'time':7503, avg':192,'min':134,'max':568,'load':626,'acc1':0.700000,'acc5':0.866667}, 'TFLite: MobileNet v1 quant 224':{'score':20203, 'images':30,'time':3426, avg':71,'min':86,'max':150,'load':90,'acc1':0.633333,'acc5':0.850000}, 'TFLite: mnasnet':{'score':16680, 'images':30,'time':11736, avg':115,'min':100,'max':1013,'load':244,'acc1':0.644444,'acc5':0.877778}, 'TFLite: resnet v2 50':{'score':9316, 'images':30,'time':33711, avg':392,'min':505,'max':3974,'load':1168,'acc1':0.666667,'acc5':0.875000}, 'TFLite: Inception v3':{'score':8870, 'images':30,'time':38242, avg':462,'min':671,'max':2975,'load':1866,'acc1':0.680000,'acc5':0.886667},
318 250 Samsung SM-G950F samsungexynos8895 universal8895 9 June 7, 2019, 8:55 a.m.
G950FXXU4DSBA user
Feb. 15, 2019, 10:06 a.m.
68949'TFLite: MobileNet v1 224':{'score':13023, 'images':30,'time':8645, avg':217,'min':146,'max':580,'load':699,'acc1':0.700000,'acc5':0.866667}, 'TFLite: MobileNet v1 quant 224':{'score':20954, 'images':30,'time':3053, avg':66,'min':82,'max':132,'load':108,'acc1':0.633333,'acc5':0.850000}, 'TFLite: mnasnet':{'score':17055, 'images':30,'time':6242, avg':110,'min':151,'max':250,'load':233,'acc1':0.644444,'acc5':0.877778}, 'TFLite: resnet v2 50':{'score':8744, 'images':30,'time':24767, avg':445,'min':684,'max':1744,'load':1671,'acc1':0.666667,'acc5':0.875000}, 'TFLite: Inception v3':{'score':9173, 'images':30,'time':25714, avg':432,'min':694,'max':1044,'load':1251,'acc1':0.680000,'acc5':0.886667},
1248 251 Samsung SM-N950F samsungexynos8895 universal8895 9 Oct. 19, 2020, 1:13 a.m.
N950FXXUDDTH1 user
Aug. 21, 2020, 5:25 a.m.
69170'TFLite: MobileNet v1 224':{'score':12182, 'images':30,'time':10254, avg':248,'min':155,'max':577,'load':534,'acc1':0.700000,'acc5':0.866667}, 'TFLite: MobileNet v1 quant 224':{'score':18915, 'images':30,'time':3604, avg':81,'min':102,'max':131,'load':172,'acc1':0.633333,'acc5':0.850000}, 'TFLite: mnasnet':{'score':18162, 'images':30,'time':8345, avg':97,'min':102,'max':836,'load':206,'acc1':0.644444,'acc5':0.877778}, 'TFLite: resnet v2 50':{'score':10597, 'images':30,'time':21537, avg':303,'min':427,'max':1536,'load':777,'acc1':0.666667,'acc5':0.875000}, 'TFLite: Inception v3':{'score':9314, 'images':30,'time':28193, avg':419,'min':652,'max':5730,'load':1298,'acc1':0.680000,'acc5':0.886667},
1183 252 Huawei MHA-AL00 hi3660 MHA 9 Sept. 5, 2020, 10:58 a.m.
9.1.0.228C00 user
May 25, 2020, 3:57 a.m.
69234'TFLite: MobileNet v1 224':{'score':13633, 'images':30,'time':8343, avg':198,'min':118,'max':573,'load':634,'acc1':0.700000,'acc5':0.866667}, 'TFLite: MobileNet v1 quant 224':{'score':20797, 'images':30,'time':3446, avg':67,'min':77,'max':222,'load':209,'acc1':0.633333,'acc5':0.850000}, 'TFLite: mnasnet':{'score':16129, 'images':30,'time':10141, avg':123,'min':135,'max':903,'load':198,'acc1':0.644444,'acc5':0.877778}, 'TFLite: resnet v2 50':{'score':9166, 'images':30,'time':22368, avg':405,'min':625,'max':1047,'load':1019,'acc1':0.666667,'acc5':0.875000}, 'TFLite: Inception v3':{'score':9509, 'images':30,'time':22567, avg':402,'min':655,'max':1041,'load':968,'acc1':0.680000,'acc5':0.886667},
306 253 Samsung SM-A305G exynos7885 universal7885 9 June 6, 2019, 12:01 p.m.
A305GUBU1ASD2 user
April 10, 2019, 1:04 p.m.
69253'TFLite: MobileNet v1 224':{'score':14801, 'images':30,'time':5828, avg':168,'min':143,'max':371,'load':261,'acc1':0.700000,'acc5':0.866667}, 'TFLite: MobileNet v1 quant 224':{'score':20062, 'images':30,'time':3293, avg':72,'min':90,'max':150,'load':147,'acc1':0.633333,'acc5':0.850000}, 'TFLite: mnasnet':{'score':15999, 'images':30,'time':6316, avg':125,'min':181,'max':276,'load':283,'acc1':0.644444,'acc5':0.877778}, 'TFLite: resnet v2 50':{'score':9066, 'images':30,'time':23771, avg':414,'min':631,'max':1127,'load':1336,'acc1':0.666667,'acc5':0.875000}, 'TFLite: Inception v3':{'score':9325, 'images':30,'time':23690, avg':418,'min':680,'max':918,'load':1319,'acc1':0.680000,'acc5':0.886667},
16 254 Oppo CPH1819 mt6771 oppo6771_17331 8.1.0 March 3, 2019, 9:21 a.m.
1546113035 user
Dec. 29, 2018, 7:50 p.m.
69289
176 255 Huawei HRY-LX1T kirin710 HRY-L21T 9 April 24, 2019, 12:24 p.m.
114C10R1 user
March 21, 2019, 12:53 p.m.
69289'TFLite: MobileNet v1 224':{'score':17090, 'images':30,'time':4460, avg':126,'min':104,'max':253,'load':176,'acc1':0.700000,'acc5':0.866667}, 'TFLite: MobileNet v1 quant 224':{'score':23837, 'images':30,'time':2899, avg':51,'min':54,'max':137,'load':124,'acc1':0.633333,'acc5':0.850000}, 'TFLite: mnasnet':{'score':18450, 'images':30,'time':7827, avg':94,'min':102,'max':1008,'load':471,'acc1':0.644444,'acc5':0.877778}, 'TFLite: resnet v2 50':{'score':79, 'images':30,'time':0, avg':5000000,'min':10000000,'max':0,'load':1361,'acc1':0.644444,'acc5':0.877778}, 'TFLite: Inception v3':{'score':9833, 'images':30,'time':7703, avg':328,'min':580,'max':1314,'load':1371,'acc1':0.640000,'acc5':0.880000},
478 256 Samsung SM-A750GN samsungexynos7885 universal7885 9 Aug. 5, 2019, 9:25 p.m.
A750GNDXU3BSE2 user
May 28, 2019, 11:32 a.m.
69327'TFLite: MobileNet v1 224':{'score':14339, 'images':30,'time':6041, avg':179,'min':158,'max':295,'load':626,'acc1':0.700000,'acc5':0.866667}, 'TFLite: MobileNet v1 quant 224':{'score':20494, 'images':30,'time':3135, avg':69,'min':86,'max':129,'load':197,'acc1':0.633333,'acc5':0.850000}, 'TFLite: mnasnet':{'score':16262, 'images':30,'time':6714, avg':121,'min':169,'max':468,'load':313,'acc1':0.644444,'acc5':0.877778}, 'TFLite: resnet v2 50':{'score':9143, 'images':30,'time':23559, avg':407,'min':618,'max':1174,'load':1544,'acc1':0.666667,'acc5':0.875000}, 'TFLite: Inception v3':{'score':9089, 'images':30,'time':26228, avg':440,'min':707,'max':1912,'load':1846,'acc1':0.680000,'acc5':0.886667},
2306 257 Realtek Autra rtd6748 Autra 11 March 21, 2022, 1:48 a.m.
eng.stream.20220307.152118 userdebug
March 7, 2022, 7:20 a.m.
69396'TFLite: MobileNet v1 224':{'score':6255, 'images':30,'time':28775.00, avg':940.58,'min':922.00,'max':983.00,'load':2643.00,'acc1':0.700000,'acc5':0.866667}, 'TFLite: MobileNet v1 quant 224':{'score':41688, 'images':30,'time':741.00, avg':16.67,'min':21.00,'max':69.00,'load':4995.00,'acc1':0.633333,'acc5':0.850000}, 'TFLite: MobileNet v2 1.0 224':{'score':8589, 'images':30,'time':19138.00, avg':422.82,'min':633.00,'max':642.00,'load':1920.00,'acc1':0.644444,'acc5':0.866667}, 'TFLite: mnasnet':{'score':8151, 'images':30,'time':23905.00, avg':496.10,'min':793.00,'max':802.00,'load':2139.00,'acc1':0.650000,'acc5':0.883333}, 'TFLite: Inception v3':{'score':1841, 'images':30,'time':526236.00, avg':10456.12,'min':17404.00,'max':17706.00,'load':39693.00,'acc1':0.666667,'acc5':0.893333}, 'TFLite: resnet v2 50':{'score':2872, 'images':30,'time':228790.00, avg':4398.53,'min':7526.00,'max':7723.00,'load':17910.00,'acc1':0.677778,'acc5':0.888889},
968 258 Samsung SM-A205U exynos7885 universal7885 9 April 7, 2020, 10:59 p.m.
A205USQS5ATB3 user
Feb. 20, 2020, 9:42 a.m.
69664'TFLite: MobileNet v1 224':{'score':14890, 'images':30,'time':5531, avg':166,'min':149,'max':274,'load':151,'acc1':0.700000,'acc5':0.866667}, 'TFLite: MobileNet v1 quant 224':{'score':20954, 'images':30,'time':3087, avg':66,'min':82,'max':186,'load':116,'acc1':0.633333,'acc5':0.850000}, 'TFLite: mnasnet':{'score':15936, 'images':30,'time':6370, avg':126,'min':182,'max':391,'load':270,'acc1':0.644444,'acc5':0.877778}, 'TFLite: resnet v2 50':{'score':8916, 'images':30,'time':22870, avg':428,'min':667,'max':1007,'load':1239,'acc1':0.666667,'acc5':0.875000}, 'TFLite: Inception v3':{'score':8968, 'images':30,'time':25718, avg':452,'min':734,'max':1252,'load':1379,'acc1':0.680000,'acc5':0.886667},
2312 259 Realtek Autra rtd6748 Autra 11 March 22, 2022, 7:58 a.m.
eng.stream.20220307.152118 userdebug
March 7, 2022, 7:20 a.m.
69677'TFLite: MobileNet v1 224':{'score':6274, 'images':30,'time':28818.00, avg':934.80,'min':909.00,'max':1016.00,'load':2702.00,'acc1':0.700000,'acc5':0.866667}, 'TFLite: MobileNet v1 quant 224':{'score':41983, 'images':30,'time':773.00, avg':16.44,'min':20.00,'max':39.00,'load':4853.00,'acc1':0.633333,'acc5':0.850000}, 'TFLite: MobileNet v2 1.0 224':{'score':8560, 'images':30,'time':19567.00, avg':425.71,'min':634.00,'max':675.00,'load':1965.00,'acc1':0.644444,'acc5':0.866667}, 'TFLite: mnasnet':{'score':8149, 'images':30,'time':24080.00, avg':496.33,'min':792.00,'max':837.00,'load':2255.00,'acc1':0.650000,'acc5':0.883333}, 'TFLite: Inception v3':{'score':1843, 'images':30,'time':526176.00, avg':10434.92,'min':17362.00,'max':17727.00,'load':39619.00,'acc1':0.666667,'acc5':0.893333}, 'TFLite: resnet v2 50':{'score':2868, 'images':30,'time':228509.00, avg':4409.75,'min':7550.00,'max':7755.00,'load':17990.00,'acc1':0.677778,'acc5':0.888889},
2307 260 Realtek Autra rtd6748 Autra 11 March 21, 2022, 2:17 a.m.
eng.stream.20220307.152118 userdebug
March 7, 2022, 7:20 a.m.
69677'TFLite: MobileNet v1 224':{'score':6268, 'images':30,'time':28814.00, avg':936.73,'min':913.00,'max':1009.00,'load':2614.00,'acc1':0.700000,'acc5':0.866667}, 'TFLite: MobileNet v1 quant 224':{'score':41951, 'images':30,'time':716.00, avg':16.47,'min':21.00,'max':37.00,'load':4991.00,'acc1':0.633333,'acc5':0.850000}, 'TFLite: MobileNet v2 1.0 224':{'score':8582, 'images':30,'time':19174.00, avg':423.52,'min':634.00,'max':646.00,'load':1954.00,'acc1':0.644444,'acc5':0.866667}, 'TFLite: mnasnet':{'score':8164, 'images':30,'time':23890.00, avg':494.54,'min':790.00,'max':804.00,'load':2123.00,'acc1':0.650000,'acc5':0.883333}, 'TFLite: Inception v3':{'score':1842, 'images':30,'time':525942.00, avg':10445.64,'min':17385.00,'max':17682.00,'load':38971.00,'acc1':0.666667,'acc5':0.893333}, 'TFLite: resnet v2 50':{'score':2870, 'images':30,'time':228725.00, avg':4406.35,'min':7542.00,'max':7745.00,'load':17887.00,'acc1':0.677778,'acc5':0.888889},
2303 261 Realtek Autra rtd6748 Autra 11 March 18, 2022, 9:27 a.m.
eng.stream.20220307.152118 userdebug
March 7, 2022, 7:20 a.m.
69828'TFLite: MobileNet v1 224':{'score':6241, 'images':30,'time':28753.00, avg':944.72,'min':931.00,'max':987.00,'load':2650.00,'acc1':0.700000,'acc5':0.866667}, 'TFLite: MobileNet v1 quant 224':{'score':42143, 'images':30,'time':698.00, avg':16.32,'min':21.00,'max':34.00,'load':5004.00,'acc1':0.633333,'acc5':0.850000}, 'TFLite: MobileNet v2 1.0 224':{'score':8584, 'images':30,'time':19142.00, avg':423.34,'min':634.00,'max':643.00,'load':1921.00,'acc1':0.644444,'acc5':0.866667}, 'TFLite: mnasnet':{'score':8151, 'images':30,'time':23899.00, avg':496.08,'min':793.00,'max':801.00,'load':2154.00,'acc1':0.650000,'acc5':0.883333}, 'TFLite: Inception v3':{'score':1841, 'images':30,'time':526183.00, avg':10456.44,'min':17405.00,'max':17719.00,'load':39014.00,'acc1':0.666667,'acc5':0.893333}, 'TFLite: resnet v2 50':{'score':2868, 'images':30,'time':228925.00, avg':4410.40,'min':7549.00,'max':7731.00,'load':17940.00,'acc1':0.677778,'acc5':0.888889},
2310 262 Realtek Autra rtd6748 Autra 11 March 21, 2022, 6:15 a.m.
eng.stream.20220307.152118 userdebug
March 7, 2022, 7:20 a.m.
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20191030 userdebug
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20200901 userdebug
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Tracker.V0.0.1 userdebug
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20200901 userdebug
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5664774 user
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