Merge branch 'master' of https://github.com/jadore801120/attention-is…

…-all-you-need-pytorch

README.md

@@ -73,7 +73,23 @@ python train.py -data data/multi30k.atok.low.pt -save_model trained -save_mode b
 ```bash
 python translate.py -model trained.chkpt -vocab data/multi30k.atok.low.pt -src test.src.txt
 ```
+---
+# Performance
+## Training
+
+<p align="center">
+<img src="http:https://imgur.com/i9Fs8Gh.png" width="400">
+<img src="http:https://imgur.com/GC2VsTA.png" width="400">
+</p>
+
+> Parameter settings:
+>> batch_size=64, d_inner_hid=1024, d_k=64, d_v=64, d_model=512, d_word_vec=512, dropout=0.1, embs_share_weight=False, n_head=8, n_layers=6, n_warmup_steps=4000, proj_share_weight=True
+
+> Elapse (per epoch):
+>> Training set: 2.4 min, Validation set: 0.03 min (on NVIDIA Titan X)
 
+## Testing 
+- coming soon.
 ---
 # TODO
  - Label smoothing