| Rank | Manufacturer | Product | Hardware | Board | Android | Version | Score | |
|---|---|---|---|---|---|---|---|---|
| 1565 | 1001 | Samsung | SM-N960F | samsungexynos9810 | exynos9810 | 10 | March 28, 2021, 6:06 p.m. N960FXXS8FUB1 user Feb. 1, 2021, 7:51 a.m. |
152379'TFLite: MobileNet v1 224':{'score':27207, 'images':30,'time':1708.00, avg':45.97,'min':35.00,'max':94.00,'load':62.00,'acc1':0.700000,'acc5':0.833333},
'TFLite: MobileNet v1 quant 224':{'score':30969, 'images':30,'time':1325.00, avg':29.04,'min':36.00,'max':57.00,'load':49.00,'acc1':0.633333,'acc5':0.833333},
'TFLite: MobileNet v2 1.0 224':{'score':32023, 'images':30,'time':1556.00, avg':29.64,'min':42.00,'max':68.00,'load':69.00,'acc1':0.644444,'acc5':0.855556},
'TFLite: mnasnet':{'score':23218, 'images':30,'time':3241.00, avg':60.00,'min':93.00,'max':161.00,'load':109.00,'acc1':0.650000,'acc5':0.875000},
'TFLite: Inception v3':{'score':17826, 'images':30,'time':5985.00, avg':109.95,'min':180.00,'max':264.00,'load':211.00,'acc1':0.666667,'acc5':0.886667},
'TFLite: resnet v2 50':{'score':21136, 'images':30,'time':4583.00, avg':80.23,'min':135.00,'max':206.00,'load':151.00,'acc1':0.677778,'acc5':0.883333},
|
| 509 | 1002 | Samsung | SM-G975F | exynos9820 | universal9820 | 9 | Aug. 23, 2019, 12:20 a.m. G975FXXS3ASH1 user July 31, 2019, 8:24 a.m. |
152415'TFLite: MobileNet v1 224':{'score':33913, 'images':30,'time':1152, avg':32,'min':27,'max':63,'load':2119,'acc1':0.700000,'acc5':0.866667},
'TFLite: MobileNet v1 quant 224':{'score':49142, 'images':30,'time':664, avg':12,'min':13,'max':103,'load':4812,'acc1':0.633333,'acc5':0.850000},
'TFLite: mnasnet':{'score':27936, 'images':30,'time':1896, avg':41,'min':61,'max':70,'load':3579,'acc1':0.644444,'acc5':0.877778},
'TFLite: resnet v2 50':{'score':20496, 'images':30,'time':4099, avg':81,'min':129,'max':151,'load':5701,'acc1':0.666667,'acc5':0.875000},
'TFLite: Inception v3':{'score':20928, 'images':30,'time':4321, avg':83,'min':139,'max':154,'load':7615,'acc1':0.680000,'acc5':0.886667},
|
| 644 | 1003 | Intel | Generic cel_kbl | cel_kbl | cel_kbl | 9 | Oct. 22, 2019, 10:31 a.m. CPe000174 userdebug Oct. 15, 2019, 4:32 p.m. |
152425'TFLite: MobileNet v1 224':{'score':57843, 'images':30,'time':392, avg':11,'min':9,'max':18,'load':210,'acc1':0.700000,'acc5':0.866667},
'TFLite: MobileNet v1 quant 224':{'score':22748, 'images':30,'time':2301, avg':56,'min':74,'max':84,'load':82,'acc1':0.633333,'acc5':0.850000},
'TFLite: mnasnet':{'score':22903, 'images':30,'time':2868, avg':61,'min':91,'max':111,'load':101,'acc1':0.644444,'acc5':0.877778},
'TFLite: resnet v2 50':{'score':18002, 'images':30,'time':5175, avg':105,'min':168,'max':188,'load':243,'acc1':0.666667,'acc5':0.875000},
'TFLite: Inception v3':{'score':30929, 'images':30,'time':2061, avg':38,'min':63,'max':77,'load':842,'acc1':0.680000,'acc5':0.886667},
|
| 952 | 1004 | Xiaomi | Redmi Note 8 Pro | mt6785 | begonia | 9 | March 28, 2020, 9:43 a.m. V11.0.3.0.PGGRUXM user Dec. 10, 2019, 8:55 a.m. |
152478'TFLite: MobileNet v1 224':{'score':31974, 'images':30,'time':1169, avg':36,'min':35,'max':55,'load':3494,'acc1':0.700000,'acc5':0.866667},
'TFLite: MobileNet v1 quant 224':{'score':60187, 'images':30,'time':382, avg':8,'min':11,'max':15,'load':548,'acc1':0.633333,'acc5':0.850000},
'TFLite: mnasnet':{'score':23093, 'images':30,'time':2856, avg':60,'min':90,'max':124,'load':4430,'acc1':0.644444,'acc5':0.877778},
'TFLite: resnet v2 50':{'score':19891, 'images':30,'time':4276, avg':86,'min':137,'max':155,'load':8937,'acc1':0.666667,'acc5':0.875000},
'TFLite: Inception v3':{'score':17333, 'images':30,'time':6307, avg':121,'min':200,'max':220,'load':11077,'acc1':0.680000,'acc5':0.886667},
|
| 754 | 1005 | Xiaomi | Redmi Note 8 Pro | mt6785 | begonia | 9 | Dec. 12, 2019, 10:02 p.m. V11.0.2.0.PGGEUXM user Nov. 30, 2019, 4:26 p.m. |
152550Total Image : 150
Average Inference Time : 119 ms
Min/Max Inference Time : 198 ms / 218 ms
Model Load Time :10911 ms
Accuracy : 68.00 % (TOP1), 88.67 % (TOP5)
|
| 1090 | 1006 | Samsung | SM-G960F | samsungexynos9810 | exynos9810 | 10 | July 3, 2020, 4:17 p.m. G960FXXU9ETF5 user June 5, 2020, 4:48 a.m. |
152649'TFLite: MobileNet v1 224':{'score':31635, 'images':30,'time':1424, avg':34,'min':21,'max':77,'load':2656,'acc1':0.700000,'acc5':0.833333},
'TFLite: MobileNet v1 quant 224':{'score':40478, 'images':30,'time':1068, avg':17,'min':18,'max':47,'load':6103,'acc1':0.633333,'acc5':0.833333},
'TFLite: mnasnet':{'score':29854, 'images':30,'time':1794, avg':35,'min':52,'max':112,'load':4451,'acc1':0.644444,'acc5':0.866667},
'TFLite: resnet v2 50':{'score':26650, 'images':30,'time':2319, avg':47,'min':75,'max':80,'load':8383,'acc1':0.666667,'acc5':0.866667},
'TFLite: Inception v3':{'score':24032, 'images':30,'time':3177, avg':62,'min':104,'max':110,'load':10899,'acc1':0.680000,'acc5':0.880000},
|
| 1099 | 1007 | Xiaomi | Redmi Note 8 Pro | mt6785 | begonia | 10 | July 11, 2020, 12:16 p.m. V11.0.5.0.QGGMIXM user June 5, 2020, 4:49 p.m. |
152718'TFLite: MobileNet v1 224':{'score':31974, 'images':30,'time':1144, avg':36,'min':35,'max':42,'load':3280,'acc1':0.700000,'acc5':0.866667},
'TFLite: MobileNet v1 quant 224':{'score':60187, 'images':30,'time':388, avg':8,'min':10,'max':18,'load':436,'acc1':0.633333,'acc5':0.850000},
'TFLite: mnasnet':{'score':23288, 'images':30,'time':2848, avg':59,'min':88,'max':113,'load':4627,'acc1':0.644444,'acc5':0.877778},
'TFLite: resnet v2 50':{'score':20008, 'images':30,'time':4280, avg':85,'min':135,'max':154,'load':10038,'acc1':0.666667,'acc5':0.875000},
'TFLite: Inception v3':{'score':17261, 'images':30,'time':6299, avg':122,'min':203,'max':219,'load':13385,'acc1':0.680000,'acc5':0.886667},
|
| 1964 | 1008 | Motorola | moto g(7) | qcom | msm8953 | 10 | Aug. 7, 2021, 8:51 p.m. ad366 user Jan. 25, 2021, 3:18 p.m. |
153340'TFLite: MobileNet v1 224':{'score':25515, 'images':30,'time':1802.00, avg':56.53,'min':53.00,'max':68.00,'load':145.00,'acc1':0.700000,'acc5':0.866667},
'TFLite: MobileNet v1 quant 224':{'score':39314, 'images':30,'time':810.00, avg':18.75,'min':24.00,'max':33.00,'load':65.00,'acc1':0.633333,'acc5':0.850000},
'TFLite: MobileNet v2 1.0 224':{'score':31480, 'images':30,'time':1706.00, avg':31.48,'min':44.00,'max':90.00,'load':92.00,'acc1':0.644444,'acc5':0.866667},
'TFLite: mnasnet':{'score':32937, 'images':30,'time':1653.00, avg':30.39,'min':47.00,'max':65.00,'load':126.00,'acc1':0.650000,'acc5':0.883333},
'TFLite: Inception v3':{'score':10785, 'images':30,'time':15575.00, avg':304.92,'min':506.00,'max':540.00,'load':916.00,'acc1':0.666667,'acc5':0.893333},
'TFLite: resnet v2 50':{'score':13309, 'images':30,'time':11122.00, avg':204.89,'min':348.00,'max':439.00,'load':704.00,'acc1':0.677778,'acc5':0.888889},
|
| 391 | 1009 | Samsung | SM-G970F | exynos9820 | universal9820 | 9 | July 4, 2019, 12:28 a.m. G970FXXU2ASF3 user June 17, 2019, 11:43 a.m. |
153375'TFLite: MobileNet v1 224':{'score':33395, 'images':30,'time':1114, avg':33,'min':30,'max':58,'load':2171,'acc1':0.700000,'acc5':0.866667},
'TFLite: MobileNet v1 quant 224':{'score':51328, 'images':30,'time':504, avg':11,'min':14,'max':24,'load':4441,'acc1':0.633333,'acc5':0.850000},
'TFLite: mnasnet':{'score':27602, 'images':30,'time':1950, avg':42,'min':63,'max':68,'load':3099,'acc1':0.644444,'acc5':0.877778},
'TFLite: resnet v2 50':{'score':20370, 'images':30,'time':4137, avg':82,'min':130,'max':150,'load':5163,'acc1':0.666667,'acc5':0.875000},
'TFLite: Inception v3':{'score':20680, 'images':30,'time':4451, avg':85,'min':142,'max':159,'load':7364,'acc1':0.680000,'acc5':0.886667},
|
| 1236 | 1010 | Xiaomi | Redmi Note 8 Pro | mt6785 | begonia | 10 | Oct. 12, 2020, 1:07 p.m. V12.0.3.0.QGGRUXM user Aug. 24, 2020, 12:05 p.m. |
153445'TFLite: MobileNet v1 224':{'score':31974, 'images':30,'time':1157, avg':36,'min':35,'max':40,'load':3171,'acc1':0.700000,'acc5':0.866667},
'TFLite: MobileNet v1 quant 224':{'score':60187, 'images':30,'time':382, avg':8,'min':10,'max':19,'load':392,'acc1':0.633333,'acc5':0.850000},
'TFLite: mnasnet':{'score':23288, 'images':30,'time':2792, avg':59,'min':88,'max':130,'load':4975,'acc1':0.644444,'acc5':0.877778},
'TFLite: resnet v2 50':{'score':20370, 'images':30,'time':4106, avg':82,'min':131,'max':156,'load':10592,'acc1':0.666667,'acc5':0.875000},
'TFLite: Inception v3':{'score':17626, 'images':30,'time':6069, avg':117,'min':195,'max':209,'load':13059,'acc1':0.680000,'acc5':0.886667},
|
| 1274 | 1011 | Xiaomi | Redmi Note 8 Pro | mt6785 | begonia | 10 | Oct. 31, 2020, 5:14 p.m. V12.0.3.0.QGGMIXM user Sept. 2, 2020, 10:18 a.m. |
153550'TFLite: MobileNet v1 224':{'score':31974, 'images':30,'time':1164, avg':36,'min':35,'max':46,'load':3041,'acc1':0.700000,'acc5':0.866667},
'TFLite: MobileNet v1 quant 224':{'score':60187, 'images':30,'time':389, avg':8,'min':10,'max':18,'load':372,'acc1':0.633333,'acc5':0.850000},
'TFLite: mnasnet':{'score':23488, 'images':30,'time':2802, avg':58,'min':86,'max':106,'load':4675,'acc1':0.644444,'acc5':0.877778},
'TFLite: resnet v2 50':{'score':20496, 'images':30,'time':4172, avg':81,'min':129,'max':161,'load':10882,'acc1':0.666667,'acc5':0.875000},
'TFLite: Inception v3':{'score':17405, 'images':30,'time':6315, avg':120,'min':199,'max':223,'load':13452,'acc1':0.680000,'acc5':0.886667},
|
| 85 | 1012 | Samsung | SM-G975F | exynos9820 | universal9820 | 9 | March 20, 2019, 8:52 a.m. G975FXXU1ASA8 userdebug March 20, 2019, 5:30 a.m. |
153639
|
| 684 | 1013 | Samsung | SM-G973F | exynos9820 | universal9820 | 9 | Nov. 8, 2019, 8:55 a.m. G973FXXS3ASJG user Oct. 26, 2019, 6:35 a.m. |
153709'TFLite: MobileNet v1 224':{'score':33395, 'images':30,'time':1110, avg':33,'min':29,'max':67,'load':474,'acc1':0.700000,'acc5':0.866667},
'TFLite: MobileNet v1 quant 224':{'score':51328, 'images':30,'time':644, avg':11,'min':13,'max':48,'load':249,'acc1':0.633333,'acc5':0.850000},
'TFLite: mnasnet':{'score':27936, 'images':30,'time':1900, avg':41,'min':62,'max':69,'load':588,'acc1':0.644444,'acc5':0.877778},
'TFLite: resnet v2 50':{'score':20370, 'images':30,'time':4052, avg':82,'min':131,'max':143,'load':1430,'acc1':0.666667,'acc5':0.875000},
'TFLite: Inception v3':{'score':20680, 'images':30,'time':4396, avg':85,'min':142,'max':154,'load':1519,'acc1':0.680000,'acc5':0.886667},
|
| 944 | 1014 | Xiaomi | Redmi Note 8 Pro | mt6785 | begonia | 10 | March 18, 2020, 1:07 p.m. V11.0.2.0.QGGEUXM user Feb. 17, 2020, 7:07 a.m. |
154208'TFLite: MobileNet v1 224':{'score':32427, 'images':30,'time':1150, avg':35,'min':33,'max':45,'load':3213,'acc1':0.700000,'acc5':0.866667},
'TFLite: MobileNet v1 quant 224':{'score':60187, 'images':30,'time':391, avg':8,'min':11,'max':15,'load':446,'acc1':0.633333,'acc5':0.850000},
'TFLite: mnasnet':{'score':23693, 'images':30,'time':2772, avg':57,'min':85,'max':122,'load':4785,'acc1':0.644444,'acc5':0.877778},
'TFLite: resnet v2 50':{'score':20496, 'images':30,'time':4130, avg':81,'min':129,'max':162,'load':10428,'acc1':0.666667,'acc5':0.875000},
'TFLite: Inception v3':{'score':17405, 'images':30,'time':6191, avg':120,'min':199,'max':226,'load':14017,'acc1':0.680000,'acc5':0.886667},
|
| 682 | 1015 | Samsung | SM-G973F | exynos9820 | universal9820 | 9 | Nov. 8, 2019, 8:53 a.m. G973FXXS3ASJG user Oct. 26, 2019, 6:35 a.m. |
154700'TFLite: MobileNet v1 224':{'score':33913, 'images':30,'time':1064, avg':32,'min':29,'max':67,'load':446,'acc1':0.700000,'acc5':0.866667},
'TFLite: MobileNet v1 quant 224':{'score':51328, 'images':30,'time':648, avg':11,'min':13,'max':45,'load':230,'acc1':0.633333,'acc5':0.850000},
'TFLite: mnasnet':{'score':28283, 'images':30,'time':1878, avg':40,'min':61,'max':68,'load':601,'acc1':0.644444,'acc5':0.877778},
'TFLite: resnet v2 50':{'score':20496, 'images':30,'time':4076, avg':81,'min':130,'max':142,'load':1392,'acc1':0.666667,'acc5':0.875000},
'TFLite: Inception v3':{'score':20680, 'images':30,'time':4372, avg':85,'min':141,'max':150,'load':1489,'acc1':0.680000,'acc5':0.886667},
|
| 1186 | 1016 | Samsung | SM-G960F | samsungexynos9810 | exynos9810 | 10 | Sept. 7, 2020, 12:53 p.m. G960FXXSBETH1 user Aug. 10, 2020, 3:07 a.m. |
154765'TFLite: MobileNet v1 224':{'score':32111, 'images':30,'time':1345, avg':33,'min':22,'max':71,'load':2809,'acc1':0.700000,'acc5':0.833333},
'TFLite: MobileNet v1 quant 224':{'score':41724, 'images':30,'time':989, avg':16,'min':16,'max':51,'load':6798,'acc1':0.633333,'acc5':0.833333},
'TFLite: mnasnet':{'score':29854, 'images':30,'time':1733, avg':35,'min':52,'max':82,'load':3925,'acc1':0.644444,'acc5':0.866667},
'TFLite: resnet v2 50':{'score':27236, 'images':30,'time':2362, avg':45,'min':72,'max':84,'load':8459,'acc1':0.666667,'acc5':0.866667},
'TFLite: Inception v3':{'score':23840, 'images':30,'time':3243, avg':63,'min':105,'max':118,'load':10659,'acc1':0.680000,'acc5':0.880000},
|
| 553 | 1017 | Samsung | SM-G975F | exynos9820 | universal9820 | 9 | Sept. 27, 2019, 12:30 a.m. G975FXXU3ASIG user Sept. 18, 2019, 7:35 a.m. |
154893'TFLite: MobileNet v1 224':{'score':34456, 'images':30,'time':1076, avg':31,'min':27,'max':53,'load':1973,'acc1':0.700000,'acc5':0.866667},
'TFLite: MobileNet v1 quant 224':{'score':51328, 'images':30,'time':480, avg':11,'min':14,'max':22,'load':4833,'acc1':0.633333,'acc5':0.850000},
'TFLite: mnasnet':{'score':27936, 'images':30,'time':1903, avg':41,'min':61,'max':71,'load':3006,'acc1':0.644444,'acc5':0.877778},
'TFLite: resnet v2 50':{'score':20370, 'images':30,'time':4091, avg':82,'min':130,'max':147,'load':5650,'acc1':0.666667,'acc5':0.875000},
'TFLite: Inception v3':{'score':20803, 'images':30,'time':4362, avg':84,'min':140,'max':155,'load':7348,'acc1':0.680000,'acc5':0.886667},
|
| 646 | 1018 | Intel | Generic cel_kbl | cel_kbl | cel_kbl | 9 | Oct. 22, 2019, 10:31 a.m. CPe000174 userdebug Oct. 15, 2019, 4:32 p.m. |
154977'TFLite: MobileNet v1 224':{'score':60666, 'images':30,'time':369, avg':10,'min':9,'max':18,'load':213,'acc1':0.700000,'acc5':0.866667},
'TFLite: MobileNet v1 quant 224':{'score':22748, 'images':30,'time':2329, avg':56,'min':74,'max':91,'load':81,'acc1':0.633333,'acc5':0.850000},
'TFLite: mnasnet':{'score':22718, 'images':30,'time':2889, avg':62,'min':92,'max':108,'load':106,'acc1':0.644444,'acc5':0.877778},
'TFLite: resnet v2 50':{'score':17916, 'images':30,'time':5271, avg':106,'min':170,'max':186,'load':231,'acc1':0.666667,'acc5':0.875000},
'TFLite: Inception v3':{'score':30929, 'images':30,'time':2037, avg':38,'min':63,'max':79,'load':840,'acc1':0.680000,'acc5':0.886667},
|
| 686 | 1019 | Samsung | SM-G973F | exynos9820 | universal9820 | 9 | Nov. 8, 2019, 8:56 a.m. G973FXXS3ASJG user Oct. 26, 2019, 6:35 a.m. |
155146'TFLite: MobileNet v1 224':{'score':34456, 'images':30,'time':1028, avg':31,'min':29,'max':49,'load':445,'acc1':0.700000,'acc5':0.866667},
'TFLite: MobileNet v1 quant 224':{'score':51328, 'images':30,'time':624, avg':11,'min':13,'max':46,'load':248,'acc1':0.633333,'acc5':0.850000},
'TFLite: mnasnet':{'score':27936, 'images':30,'time':1906, avg':41,'min':61,'max':71,'load':564,'acc1':0.644444,'acc5':0.877778},
'TFLite: resnet v2 50':{'score':20623, 'images':30,'time':4068, avg':80,'min':128,'max':140,'load':1342,'acc1':0.666667,'acc5':0.875000},
'TFLite: Inception v3':{'score':20803, 'images':30,'time':4371, avg':84,'min':140,'max':151,'load':1535,'acc1':0.680000,'acc5':0.886667},
|
| 635 | 1020 | Intel | Generic cel_kbl | cel_kbl | cel_kbl | 9 | Oct. 22, 2019, 10:06 a.m. CPe000174 userdebug Oct. 15, 2019, 4:32 p.m. |
155334'TFLite: MobileNet v1 224':{'score':60666, 'images':30,'time':352, avg':10,'min':9,'max':16,'load':242,'acc1':0.700000,'acc5':0.866667},
'TFLite: MobileNet v1 quant 224':{'score':22748, 'images':30,'time':2356, avg':56,'min':74,'max':84,'load':88,'acc1':0.633333,'acc5':0.850000},
'TFLite: mnasnet':{'score':22903, 'images':30,'time':2891, avg':61,'min':91,'max':107,'load':106,'acc1':0.644444,'acc5':0.877778},
'TFLite: resnet v2 50':{'score':18088, 'images':30,'time':5254, avg':104,'min':166,'max':201,'load':246,'acc1':0.666667,'acc5':0.875000},
'TFLite: Inception v3':{'score':30929, 'images':30,'time':1986, avg':38,'min':63,'max':79,'load':853,'acc1':0.680000,'acc5':0.886667},
|
| 1712 | 1021 | Samsung | SM-G981B | exynos990 | exynos990 | 11 | June 1, 2021, 5:56 p.m. G981BXXU7DUE1 user May 1, 2021, 4:34 a.m. |
155445'TFLite: MobileNet v1 224':{'score':36694, 'images':30,'time':1190.00, avg':27.33,'min':15.00,'max':81.00,'load':37.00,'acc1':0.700000,'acc5':0.866667},
'TFLite: MobileNet v1 quant 224':{'score':55207, 'images':30,'time':661.00, avg':9.51,'min':8.00,'max':54.00,'load':11.00,'acc1':0.633333,'acc5':0.850000},
'TFLite: MobileNet v2 1.0 224':{'score':76, 'images':30,'time':0.00, avg':5000000.00,'min':10000000.00,'max':0.00,'load':-1.00,'acc1':0.633333,'acc5':0.850000},
'TFLite: mnasnet':{'score':46533, 'images':30,'time':950.00, avg':14.78,'min':19.00,'max':50.00,'load':20.00,'acc1':0.644444,'acc5':0.877778},
'TFLite: Inception v3':{'score':79, 'images':30,'time':0.00, avg':5000000.00,'min':10000000.00,'max':0.00,'load':145.00,'acc1':0.644444,'acc5':0.877778},
'TFLite: resnet v2 50':{'score':16856, 'images':30,'time':867.00, avg':109.11,'min':209.00,'max':229.00,'load':238.00,'acc1':0.638298,'acc5':0.872340},
|
| 636 | 1022 | Intel | Generic cel_kbl | cel_kbl | cel_kbl | 9 | Oct. 22, 2019, 10:23 a.m. CPe000174 userdebug Oct. 15, 2019, 4:32 p.m. |
155524'TFLite: MobileNet v1 224':{'score':60666, 'images':30,'time':360, avg':10,'min':9,'max':17,'load':270,'acc1':0.700000,'acc5':0.866667},
'TFLite: MobileNet v1 quant 224':{'score':22748, 'images':30,'time':2351, avg':56,'min':74,'max':83,'load':91,'acc1':0.633333,'acc5':0.850000},
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| 685 | 1034 | Samsung | SM-G973F | exynos9820 | universal9820 | 9 | Nov. 8, 2019, 8:56 a.m. G973FXXS3ASJG user Oct. 26, 2019, 6:35 a.m. |
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| 75 | 1035 | Samsung | SM-G975U | qcom | msmnile | 9 | March 15, 2019, 11:31 a.m. G975USQU1ASC3 user March 12, 2019, 7:03 a.m. |
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