Train record

this part show the result of my train with different hyperparameter selection

Format

'LR': 1e-6

'BATCHSIZE': 32

'DEVICE': rtx2070s

'EPOCH': 6

Pic of result:

acc-loss chart:

heatmap:

6-3

This is the first try on augmented-data(EDA) the result is so good and reach the sota of my result

'LR': 5e-5

'BATCHSIZE': 128

'DEVICE': gtx1080ti * 2

'EPOCH': 5

acc-loss chart:

heatmap:

6-17

Learning rate research

lr chart:

6-23

First Train on Classification on raw english data

acc chart:

heatmap: