search

atsukoba / CNN-for-Sentence-Classification-in-Chainer

an unofficial implementation of "Convolutional Neural Networks for Sentence Classification" with Chainer. Hyperparameter Optimization with Optuna.
MIT License
3 stars 0 forks source link

validation loss not decreasing when training #2

Open atsukoba opened 5 years ago

atsukoba commented 5 years ago 
Data Info imdb
------------------------------
Vocab: 18744
Sentences: 10662
------------------------------
x_train: (5331, 1, 53)
x_test: (5331, 1, 53)
y_train: (5331,)
y_test: (5331,)

epoch       elapsed_time  main/loss   validation/main/loss  main/accuracy  validation/main/accuracy
1           16.6984       0.693363    0.693216              0.499814       0.502105                  
2           33.0944       0.678194    0.692962              0.632718       0.510152                  
3           49.8063       0.588663    0.694091              0.752824       0.529449                  
4           65.7259       0.343435    0.697071              0.887649       0.554022                  
5           81.4273       0.149902    0.699681              0.95689        0.552837