Created by: ccmeteorljh

seq2seq+attention

python -u train.py --batch_size 128 --model attention --total_step 60000

Time: 1550152015.93; Iter[56000]; Avg loss: 0.988; Avg seq err: 0.157
 3123 kpis    train_cost  0.988109
 3124 kpis    train_acc   0.842906
 3125 
 3126 Time: 1550152458.68; Iter[57000]; Avg loss: 2.187; Avg seq err: 0.212
 3127 kpis    train_cost  2.187478
 3128 kpis    train_acc   0.787953
 3129 
 3130 Time: 1550152898.15; Iter[58000]; Avg loss: 21.308; Avg seq err: 0.731
 3131 kpis    train_cost  21.308087
 3132 kpis    train_acc   0.269258
 3133 
 3134 Time: 1550153338.44; Iter[59000]; Avg loss: 22.564; Avg seq err: 1.000
 3135 kpis    train_cost  22.564095
 3136 kpis    train_acc   0.000000
 3137 
 3138 Time: 1550153776.94; Iter[60000]; Avg loss: 21.151; Avg seq err: 1.000
 3139 kpis    train_cost  21.151212
 3140 kpis    train_acc   0.000000
 3141 
 3142 Time: 1550153835.67; Iter[60000]; Test seq error: 1.0.
 3143 
 3144 kpis    test_acc    0.000000
 3145 Saved model to: ./models/model_60000.