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biubug6 / Pytorch_Retinaface

Retinaface get 80.99% in widerface hard val using mobilenet0.25.
MIT License
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why the network doesn't converage? I use the original wild face dataset #65

Open 121649982 opened 4 years ago

121649982 commented 4 years ago

Epoch:2/250 || Epochiter: 1191/3220 || Iter: 4411/805000 || Loc: 2.1227 Cla: 2.3935 Landm: 8.1542 || LR: 0.00100000 || Batchtime: 0.1785 s || ETA: 1 day, 15:42:04 Epoch:2/250 || Epochiter: 1192/3220 || Iter: 4412/805000 || Loc: 1.5189 Cla: 2.4221 Landm: 5.0508 || LR: 0.00100000 || Batchtime: 0.1462 s || ETA: 1 day, 8:30:08 Epoch:2/250 || Epochiter: 1193/3220 || Iter: 4413/805000 || Loc: 1.5040 Cla: 1.5439 Landm: 3.2846 || LR: 0.00100000 || Batchtime: 0.1515 s || ETA: 1 day, 9:42:08 Epoch:2/250 || Epochiter: 1194/3220 || Iter: 4414/805000 || Loc: 1.1488 Cla: 1.5440 Landm: 1.9492 || LR: 0.00100000 || Batchtime: 0.1805 s || ETA: 1 day, 16:08:38 Epoch:2/250 || Epochiter: 1195/3220 || Iter: 4415/805000 || Loc: 1.9103 Cla: 3.1443 Landm: 6.8867 || LR: 0.00100000 || Batchtime: 0.1566 s || ETA: 1 day, 10:49:42 Epoch:2/250 || Epochiter: 1196/3220 || Iter: 4416/805000 || Loc: 0.8274 Cla: 1.5759 Landm: 3.0977 || LR: 0.00100000 || Batchtime: 0.1870 s || ETA: 1 day, 17:35:28 Epoch:2/250 || Epochiter: 1197/3220 || Iter: 4417/805000 || Loc: 0.5779 Cla: 1.2150 Landm: 1.9191 || LR: 0.00100000 || Batchtime: 0.1756 s || ETA: 1 day, 15:02:34 Epoch:2/250 || Epochiter: 1198/3220 || Iter: 4418/805000 || Loc: 2.0902 Cla: 2.3575 Landm: 6.2585 || LR: 0.00100000 || Batchtime: 0.2005 s || ETA: 1 day, 20:34:45 Epoch:2/250 || Epochiter: 1199/3220 || Iter: 4419/805000 || Loc: 2.1067 Cla: 2.6095 Landm: 5.2658 || LR: 0.00100000 || Batchtime: 0.1246 s || ETA: 1 day, 3:42:58 Epoch:2/250 || Epochiter: 1200/3220 || Iter: 4420/805000 || Loc: 1.8719 Cla: 2.4314 Landm: 5.7189 || LR: 0.00100000 || Batchtime: 0.1297 s || ETA: 1 day, 4:49:58 Epoch:2/250 || Epochiter: 1201/3220 || Iter: 4421/805000 || Loc: 1.8305 Cla: 2.6674 Landm: 6.3144 || LR: 0.00100000 || Batchtime: 0.0967 s || ETA: 21:30:24 Epoch:2/250 || Epochiter: 1202/3220 || Iter: 4422/805000 || Loc: 2.5010 Cla: 3.1022 Landm: 10.6681 || LR: 0.00100000 || Batchtime: 0.1825 s || ETA: 1 day, 16:34:56 Epoch:2/250 || Epochiter: 1203/3220 || Iter: 4423/805000 || Loc: 1.5617 Cla: 1.5027 Landm: 2.3725 || LR: 0.00100000 || Batchtime: 0.2134 s || ETA: 1 day, 23:28:01 Epoch:2/250 || Epochiter: 1204/3220 || Iter: 4424/805000 || Loc: 1.7891 Cla: 1.6878 Landm: 6.5322 || LR: 0.00100000 || Batchtime: 0.1127 s || ETA: 1 day, 1:03:44 Epoch:2/250 || Epochiter: 1205/3220 || Iter: 4425/805000 || Loc: 1.5666 Cla: 1.8355 Landm: 4.1733 || LR: 0.00100000 || Batchtime: 0.2304 s || ETA: 2 days, 3:13:33 Epoch:2/250 || Epochiter: 1206/3220 || Iter: 4426/805000 || Loc: 1.4799 Cla: 2.2464 Landm: 3.2349 || LR: 0.00100000 || Batchtime: 0.2493 s || ETA: 2 days, 7:26:27 Epoch:2/250 || Epochiter: 1207/3220 || Iter: 4427/805000 || Loc: 3.2690 Cla: 3.7049 Landm: 9.4545 || LR: 0.00100000 || Batchtime: 0.2044 s || ETA: 1 day, 21:27:56 Epoch:2/250 || Epochiter: 1208/3220 || Iter: 4428/805000 || Loc: 1.5222 Cla: 2.6729 Landm: 1.5744 || LR: 0.00100000 || Batchtime: 0.1715 s || ETA: 1 day, 14:08:51 Epoch:2/250 || Epochiter: 1209/3220 || Iter: 4429/805000 || Loc: 1.8886 Cla: 2.5968 Landm: 12.3043 || LR: 0.00100000 || Batchtime: 0.1506 s || ETA: 1 day, 9:29:04 Epoch:2/250 || Epochiter: 1210/3220 || Iter: 4430/805000 || Loc: 0.8284 Cla: 1.8461 Landm: 3.1397 || LR: 0.00100000 || Batchtime: 0.1476 s || ETA: 1 day, 8:49:32 Epoch:2/250 || Epochiter: 1211/3220 || Iter: 4431/805000 || Loc: 1.5688 Cla: 1.8266 Landm: 4.2973 || LR: 0.00100000 || Batchtime: 0.1376 s || ETA: 1 day, 6:36:02 Epoch:2/250 || Epochiter: 1212/3220 || Iter: 4432/805000 || Loc: 0.6598 Cla: 1.2403 Landm: 1.1610 || LR: 0.00100000 || Batchtime: 0.2304 s || ETA: 2 days, 3:14:22 Epoch:2/250 || Epochiter: 1213/3220 || Iter: 4433/805000 || Loc: 1.2925 Cla: 1.7765 Landm: 4.2519 || LR: 0.00100000 || Batchtime: 0.1516 s || ETA: 1 day, 9:42:43 Epoch:2/250 || Epochiter: 1214/3220 || Iter: 4434/805000 || Loc: 1.6057 Cla: 2.1669 Landm: 4.9210 || LR: 0.00100000 || Batchtime: 0.2254 s || ETA: 2 days, 2:07:50 Epoch:2/250 || Epochiter: 1215/3220 || Iter: 4435/805000 || Loc: 2.6161 Cla: 2.0676 Landm: 3.8366 || LR: 0.00100000 || Batchtime: 0.2025 s || ETA: 1 day, 21:01:22 Epoch:2/250 || Epochiter: 1216/3220 || Iter: 4436/805000 || Loc: 1.3811 Cla: 2.2286 Landm: 4.2514 || LR: 0.00100000 || Batchtime: 0.1027 s || ETA: 22:50:37 Epoch:2/250 || Epochiter: 1217/3220 || Iter: 4437/805000 || Loc: 1.3151 Cla: 2.1323 Landm: 5.5509 || LR: 0.00100000 || Batchtime: 0.1925 s || ETA: 1 day, 18:48:50 Epoch:2/250 || Epochiter: 1218/3220 || Iter: 4438/805000 || Loc: 1.4353 Cla: 2.4409 Landm: 4.7051 || LR: 0.00100000 || Batchtime: 0.1716 s || ETA: 1 day, 14:09:23 Epoch:2/250 || Epochiter: 1219/3220 || Iter: 4439/805000 || Loc: 1.3513 Cla: 1.9200 Landm: 4.5789 || LR: 0.00100000 || Batchtime: 0.1306 s || ETA: 1 day, 5:03:08 Epoch:2/250 || Epochiter: 1220/3220 || Iter: 4440/805000 || Loc: 2.1586 Cla: 2.7367 Landm: 8.8800 || LR: 0.00100000 || Batchtime: 0.1098 s || ETA: 1 day, 0:25:05 Epoch:2/250 || Epochiter: 1221/3220 || Iter: 4441/805000 || Loc: 0.6950 Cla: 1.3372 Landm: 3.1443 || LR: 0.00100000 || Batchtime: 0.1964 s || ETA: 1 day, 19:41:04 Epoch:2/250 || Epochiter: 1222/3220 || Iter: 4442/805000 || Loc: 1.8474 Cla: 2.0736 Landm: 5.8937 || LR: 0.00100000 || Batchtime: 0.1037 s || ETA: 23:03:55 Epoch:2/250 || Epochiter: 1223/3220 || Iter: 4443/805000 || Loc: 1.1432 Cla: 1.8028 Landm: 3.7989 || LR: 0.00100000 || Batchtime: 0.1785 s || ETA: 1 day, 15:41:57 Epoch:2/250 || Epochiter: 1224/3220 || Iter: 4444/805000 || Loc: 1.5131 Cla: 2.7190 Landm: 5.7966 || LR: 0.00100000 || Batchtime: 0.1845 s || ETA: 1 day, 17:02:11 Epoch:2/250 || Epochiter: 1225/3220 || Iter: 4445/805000 || Loc: 1.5458 Cla: 1.7083 Landm: 3.8218 || LR: 0.00100000 || Batchtime: 0.1930 s || ETA: 1 day, 18:55:18 Epoch:2/250 || Epochiter: 1226/3220 || Iter: 4446/805000 || Loc: 1.4539 Cla: 2.1361 Landm: 3.1797 || LR: 0.00100000 || Batchtime: 0.1666 s || ETA: 1 day, 13:02:33 Epoch:2/250 || Epochiter: 1227/3220 || Iter: 4447/805000 || Loc: 1.9664 Cla: 2.5609 Landm: 4.4136 || LR: 0.00100000 || Batchtime: 0.1366 s || ETA: 1 day, 6:22:52 Epoch:2/250 || Epochiter: 1228/3220 || Iter: 4448/805000 || Loc: 1.5671 Cla: 2.1650 Landm: 4.8428 || LR: 0.00100000 || Batchtime: 0.1187 s || ETA: 1 day, 2:23:25 Epoch:2/250 || Epochiter: 1229/3220 || Iter: 4449/805000 || Loc: 1.0094 Cla: 1.6211 Landm: 3.2651 || LR: 0.00100000 || Batchtime: 0.2773 s || ETA: 2 days, 13:39:19 Epoch:2/250 || Epochiter: 1230/3220 || Iter: 4450/805000 || Loc: 1.2331 Cla: 2.3719 Landm: 2.7108 || LR: 0.00100000 || Batchtime: 0.1735 s || ETA: 1 day, 14:35:24 Epoch:2/250 || Epochiter: 1231/3220 || Iter: 4451/805000 || Loc: 2.1128 Cla: 2.4492 Landm: 5.0739 || LR: 0.00100000 || Batchtime: 0.1137 s || ETA: 1 day, 1:17:15 Epoch:2/250 || Epochiter: 1232/3220 || Iter: 4452/805000 || Loc: 0.9159 Cla: 1.3675 Landm: 2.1388 || LR: 0.00100000 || Batchtime: 0.1336 s || ETA: 1 day, 5:43:05

Coderx7 commented 4 years ago

You are still at epoch 2! you have a long way to go before claiming your network doesnt converge. and what I see here, actually seems good and in the right direction!