Results 19 issues of argman

![43_0](https://user-images.githubusercontent.com/15120999/26928502-e82657ae-4c88-11e7-9df1-49d91a1f6c69.jpg) some chars is not rightly placed(maybe the reason of font), but i cannot find how to filter this in pygame

你好,我最近想用python实现一下这篇论文,但我的训练结果很差,有些问题想请教一下,如果可以的话希望留个邮箱~

Really nice project btw! the reason bi-lstm does not affect accuracy because lstm is more likely to model the language model(especially works for English words), but in Chinese, it depends...

https://github.com/yysijie/DLAN/

Thanks for the clean and elegant code! I tried to run training from scratch (use pretrained vgg_16 model on imagenet), the traning process looks weird. Total Loss ![qq 20170907234749](https://user-images.githubusercontent.com/15120999/30172374-441e07d8-9427-11e7-871d-296ea18906f5.png) And...

Tks for the code, but i cannot understand why do you weight_decay=0 ?

```local ResidualUp = n >= 2 and ResidualPyramid or Residual``` as i am not familar with lua, what does this mean ? if n >=2 use res_pyra and others residual?...

``` using tensor_type_row = xt::xtensor; using tensor_type_col = xt::xtensor; auto tmp_a = tensor_type_col({200, 512, 512, 5}); tensor_type_col tmp_b; tmp_b = xt::view(tmp_a, xt::all(), xt::all(), xt::all(), xt::range(1, 2)); ``` this demo code...

Performance

Hi, thanks for the code. I have two questions 1. in code ``` template class Batch { public: Blob data_, label_; // vector multi_label_; vector multi_label_; }; ``` what does...