| epoch,lr,train_loss,valid_loss,valid_accuracy | |
| 1,4e-05,0.6908868551254272,0.6089823941389719,0.8083333422740301 | |
| 2,4.8001066098081025e-05,0.3298718333244324,0.19640956446528435,0.9239583512147268 | |
| 3,4.5335820895522394e-05,0.19889609515666962,0.13936338853091002,0.940625011920929 | |
| 4,4.2670575692963755e-05,0.12645851075649261,0.11494975987200935,0.9489583472410837 | |
| 5,4.000533049040512e-05,0.09315995872020721,0.11977107791850965,0.9468750158945719 | |
| 6,3.7340085287846486e-05,0.08274087309837341,0.1362296549292902,0.9375000099341074 | |
| 7,3.467484008528785e-05,0.07604973763227463,0.1645363668600718,0.939583346247673 | |
| 8,3.200959488272921e-05,0.057310208678245544,0.16730575651551285,0.9343750129143397 | |
| 9,2.934434968017058e-05,0.0632554441690445,0.1683110591645042,0.9437500139077505 | |
| 10,2.6679104477611942e-05,0.08436565846204758,0.19473591508964697,0.9447916746139526 | |
| 11,2.4013859275053304e-05,0.01617152988910675,0.18308352880800763,0.9416666626930237 | |
| 12,2.1348614072494673e-05,0.03712035343050957,0.21083885338157415,0.9479166716337204 | |
| 13,1.8683368869936034e-05,0.021857302635908127,0.2227405613909165,0.940625011920929 | |
| 14,1.60181236673774e-05,0.004591828212141991,0.25835480727255344,0.9406250069538752 | |
| 15,1.3352878464818763e-05,0.009411506354808807,0.2548551845053832,0.9354166785875956 | |
| 16,1.0687633262260128e-05,0.0017591080395504832,0.24660054633083442,0.9385416706403097 | |
| 17,8.022388059701493e-06,0.001765915541909635,0.2517154838424176,0.9416666726271311 | |
| 18,5.357142857142857e-06,0.001407127594575286,0.2756552553425233,0.9375000049670538 | |
| 19,2.6918976545842217e-06,0.0009788793977349997,0.2826926866546273,0.9364583442608515 | |
| 20,2.6652452025586355e-08,0.0011572353541851044,0.28512330415348214,0.9364583442608515 | |