车牌识别源码以及训练结果

Epoch:61 || epochiter: 0/213|| Totel iter 12780 || Loss: 22.9533||Batch time: 26.2373 sec. ||LR: 0.00001000 Epoch:61 || epochiter: 20/213|| Totel iter 12800 || Loss: 14.5901||Batch time: 21.5848 sec. ||LR: 0.00001000 Epoch:61 || epochiter: 40/213|| Totel iter 12820 || Loss: 10.2658||Batch time: 29.6029 sec. ||LR: 0.00001000 Epoch:61 || epochiter: 60/213|| Totel iter 12840 || Loss: 8.3117||Batch time: 22.8144 sec. ||LR: 0.00001000 Epoch:61 || epochiter: 80/213|| Totel iter 12860 || Loss: 7.0537||Batch time: 18.5851 sec. ||LR: 0.00001000 Epoch:61 || epochiter: 100/213|| Totel iter 12880 || Loss: 6.1233||Batch time: 16.1515 sec. ||LR: 0.00001000 Epoch:61 || epochiter: 120/213|| Totel iter 12900 || Loss: 5.6442||Batch time: 16.3831 sec. ||LR: 0.00001000 Epoch:61 || epochiter: 140/213|| Totel iter 12920 || Loss: 5.0774||Batch time: 10.7965 sec. ||LR: 0.00001000 Epoch:61 || epochiter: 160/213|| Totel iter 12940 || Loss: 4.6732||Batch time: 6.0171 sec. ||LR: 0.00001000 Epoch:61 || epochiter: 180/213|| Totel iter 12960 || Loss: 4.2931||Batch time: 4.3730 sec. ||LR: 0.00001000 Epoch:61 || epochiter: 200/213|| Totel iter 12980 || Loss: 4.0214||Batch time: 4.3636 sec. ||LR: 0.00001000 [Info] Test Accuracy: 0.0 [0:15098:3846:18944] [Info] Test Speed: 0.014533534149510745s 1/19117] Epoch:62 || epochiter: 7/213|| Totel iter 13000 || Loss: 3.6695||Batch time: 4.5766 sec. ||LR: 0.00001000 Epoch:62 || epochiter: 27/213|| Totel iter 13020 || Loss: 3.3841||Batch time: 5.9507 sec. ||LR: 0.00001000 Epoch:62 || epochiter: 47/213|| Totel iter 13040 || Loss: 3.1500||Batch time: 4.3604 sec. ||LR: 0.00001000 Epoch:62 || epochiter: 67/213|| Totel iter 13060 || Loss: 2.7794||Batch time: 8.5602 sec. ||LR: 0.00001000 Epoch:62 || epochiter: 87/213|| Totel iter 13080 || Loss: 2.6877||Batch time: 6.5503 sec. ||LR: 0.00001000 Epoch:62 || epochiter: 107/213|| Totel iter 13100 || Loss: 2.4179||Batch time: 5.7910 sec. ||LR: 0.00001000 Epoch:62 || epochiter: 127/213|| Totel iter 13120 || Loss: 2.1916||Batch time: 5.3820 sec. ||LR: 0.00001000 Epoch:62 || epochiter: 147/213|| Totel iter 13140 || Loss: 1.9481||Batch time: 7.9647 sec. ||LR: 0.00001000 Epoch:62 || epochiter: 167/213|| Totel iter 13160 || Loss: 1.8686||Batch time: 7.2236 sec. ||LR: 0.00001000 Epoch:62 || epochiter: 187/213|| Totel iter 13180 || Loss: 1.6799||Batch time: 4.2622 sec. ||LR: 0.00001000 Epoch:62 || epochiter: 207/213|| Totel iter 13200 || Loss: 1.4782||Batch time: 12.6274 sec. ||LR: 0.00001000 Epoch:63 || epochiter: 14/213|| Totel iter 13220 || Loss: 1.3633||Batch time: 11.0297 sec. ||LR: 0.00001000 Epoch:63 || epochiter: 34/213|| Totel iter 13240 || Loss: 1.2413||Batch time: 4.1498 sec. ||LR: 0.00001000 Epoch:63 || epochiter: 54/213|| Totel iter 13260 || Loss: 1.1174||Batch time: 6.3320 sec. ||LR: 0.00001000 Epoch:63 || epochiter: 74/213|| Totel iter 13280 || Loss: 1.0649||Batch time: 8.4025 sec. ||LR: 0.00001000 Epoch:63 || epochiter: 94/213|| Totel iter 13300 || Loss: 0.9464||Batch time: 5.3706 sec. ||LR: 0.00001000 Epoch:63 || epochiter: 114/213|| Totel iter 13320 || Loss: 0.9462||Batch time: 3.9150 sec. ||LR: 0.00001000 Epoch:63 || epochiter: 134/213|| Totel iter 13340 || Loss: 0.8041||Batch time: 11.5566 sec. ||LR: 0.00001000 Epoch:63 || epochiter: 154/213|| Totel iter 13360 || Loss: 0.7570||Batch time: 5.4808 sec. ||LR: 0.00001000 Epoch:63 || epochiter: 174/213|| Totel iter 13380 || Loss: 0.6979||Batch time: 9.0106 sec. ||LR: 0.00001000 Epoch:63 || epochiter: 194/213|| Totel iter 13400 || Loss: 0.6824||Batch time: 13.6277 sec. ||LR: 0.00001000 Epoch:64 || epochiter: 1/213|| Totel iter 13420 || Loss: 0.6167||Batch time: 5.2252 sec. ||LR: 0.00001000 Epoch:64 || epochiter: 21/213|| Totel iter 13440 || Loss: 0.5923||Batch time: 5.7968 sec. ||LR: 0.00001000 Epoch:64 || epochiter: 41/213|| Totel iter 13460 || Loss: 0.5588||Batch time: 4.3832 sec. ||LR: 0.00001000 Epoch:64 || epochiter: 61/213|| Totel iter 13480 || Loss: 0.5131||Batch time: 4.6387 sec. ||LR: 0.00001000 [Info] Test Accuracy: 0.4086782094594595 [7742:6726:4476:18944] [Info] Test Speed: 0.012906868599845118s 1/19117] Epoch:64 || epochiter: 81/213|| Totel iter 13500 || Loss: 0.5275||Batch time: 8.2247 sec. ||LR: 0.00001000 Epoch:64 || epochiter: 101/213|| Totel iter 13520 || Loss: 0.4555||Batch time: 5.2000 sec. ||LR: 0.00001000 Epoch:64 || epochiter: 121/213|| Totel iter 13540 || Loss: 0.4725||Batch time: 3.5560 sec. ||LR: 0.00001000 Epoch:64 || epochiter: 141/213|| Totel iter 13560 || Loss: 0.4208||Batch time: 3.8804 sec. ||LR: 0.00001000 Epoch:64 || epochiter: 161/213|| Totel iter 13580 || Loss: 0.3607||Batch time: 5.9777 sec. ||LR: 0.00001000 Epoch:64 || epochiter: 181/213|| Totel iter 13600 || Loss: 0.4381||Batch time: 3.7600 sec. ||LR: 0.00001000 Epoch:64 || epochiter: 201/213|| Totel iter 13620 || Loss: 0.3099||Batch time: 5.2160 sec. ||LR: 0.00001000 Epoch:65 || epochiter: 8/213|| Totel iter 13640 || Loss: 0.3526||Batch time: 7.7455 sec. ||LR: 0.00001000 Epoch:65 || epochiter: 28/213|| Totel iter 13660 || Loss: 0.3168||Batch time: 6.9926 sec. ||LR: 0.00001000 Epoch:65 || epochiter: 48/213|| Totel iter 13680 || Loss: 0.3505||Batch time: 6.2023 sec. ||LR: 0.00001000 Epoch:65 || epochiter: 68/213|| Totel iter 13700 || Loss: 0.2928||Batch time: 7.0915 sec. ||LR: 0.00001000 Epoch:65 || epochiter: 88/213|| Totel iter 13720 || Loss: 0.3083||Batch time: 3.6300 sec. ||LR: 0.00001000 Epoch:65 || epochiter: 108/213|| Totel iter 13740 || Loss: 0.2842||Batch time: 3.9855 sec. ||LR: 0.00001000 Epoch:65 || epochiter: 128/213|| Totel iter 13760 || Loss: 0.2885||Batch time: 4.1707 sec. ||LR: 0.00001000 Epoch:65 || epochiter: 148/213|| Totel iter 13780 || Loss: 0.2793||Batch time: 4.9278 sec. ||LR: 0.00001000 Epoch:65 || epochiter: 168/213|| Totel iter 13800 || Loss: 0.2395||Batch time: 4.0794 sec. ||LR: 0.00001000 Epoch:65 || epochiter: 188/213|| Totel iter 13820 || Loss: 0.2347||Batch time: 8.0497 sec. ||LR: 0.00001000 Epoch:65 || epochiter: 208/213|| Totel iter 13840 || Loss: 0.2419||Batch time: 4.2573 sec. ||LR: 0.00001000 Epoch:66 || epochiter: 15/213|| Totel iter 13860 || Loss: 0.2221||Batch time: 3.5758 sec. ||LR: 0.00001000 Epoch:66 || epochiter: 35/213|| Totel iter 13880 || Loss: 0.2288||Batch time: 3.5628 sec. ||LR: 0.00001000 Epoch:66 || epochiter: 55/213|| Totel iter 13900 || Loss: 0.2072||Batch time: 4.2860 sec. ||LR: 0.00001000 Epoch:66 || epochiter: 75/213|| Totel iter 13920 || Loss: 0.2233||Batch time: 6.2844 sec. ||LR: 0.00001000 Epoch:66 || epochiter: 95/213|| Totel iter 13940 || Loss: 0.2381||Batch time: 2.5720 sec. ||LR: 0.00001000 Epoch:66 || epochiter: 115/213|| Totel iter 13960 || Loss: 0.2085||Batch time: 2.8971 sec. ||LR: 0.00001000 Epoch:66 || epochiter: 135/213|| Totel iter 13980 || Loss: 0.1840||Batch time: 3.5292 sec. ||LR: 0.00001000 [Info] Test Accuracy: 0.7199641047297297 [13639:3136:2169:18944] [Info] Test Speed: 0.005031904578364818s 1/19117] Epoch:66 || epochiter: 155/213|| Totel iter 14000 || Loss: 0.1945||Batch time: 2.9528 sec. ||LR: 0.00001000 Epoch:66 || epochiter: 175/213|| Totel iter 14020 || Loss: 0.1760||Batch time: 2.3899 sec. ||LR: 0.00001000 Epoch:66 || epochiter: 195/213|| Totel iter 14040 || Loss: 0.1882||Batch time: 2.3623 sec. ||LR: 0.00001000 Epoch:67 || epochiter: 2/213|| Totel iter 14060 || Loss: 0.1853||Batch time: 1.8555 sec. ||LR: 0.00001000 Epoch:67 || epochiter: 22/213|| Totel iter 14080 || Loss: 0.1897||Batch time: 2.5440 sec. ||LR: 0.00001000 Epoch:67 || epochiter: 42/213|| Totel iter 14100 || Loss: 0.1936||Batch time: 2.9535 sec. ||LR: 0.00001000 Epoch:67 || epochiter: 62/213|| Totel iter 14120 || Loss: 0.1860||Batch time: 2.1552 sec. ||LR: 0.00001000 Epoch:67 || epochiter: 82/213|| Totel iter 14140 || Loss: 0.1718||Batch time: 2.7883 sec. ||LR: 0.00001000 Epoch:67 || epochiter: 102/213|| Totel iter 14160 || Loss: 0.1614||Batch time: 2.5559 sec. ||LR: 0.00001000 Epoch:67 || epochiter: 122/213|| Totel iter 14180 || Loss: 0.143