---
# System prepended metadata

title: 04-20

---

# 04-20

<!-- Rolling paper_emb
![](https://i.imgur.com/ZpwcR0U.png) -->

## Rolling train MAP, 10epoches
<!-- ![](https://i.imgur.com/4oyd4St.png) -->

![](https://i.imgur.com/dnC9ZBv.png)

![](https://i.imgur.com/xza7Z1q.png)

## 30 epoches, 100 neg, 10小時
![](https://i.imgur.com/NAMoqjV.png)

![](https://i.imgur.com/ZxD7jBX.png)


## Rolling test MAP
<!-- ![](https://i.imgur.com/39RoqGK.png)  -->
<!-- ![](https://i.imgur.com/uLaRIsf.png) -->

<!-- ![](https://i.imgur.com/qLnAVWt.png) -->

<!-- ![](https://i.imgur.com/QLRItR2.png) -->

10 epoches版, t=284
![](https://i.imgur.com/sGacUBE.png)

### train到280, 看到答案的162
<!-- ![](https://i.imgur.com/gNk4cy4.png) -->
<!-- ![](https://i.imgur.com/Z60bpzw.png) -->

30 epoches
### test 281
![](https://i.imgur.com/ZdDsRjl.png)
### 284
![](https://i.imgur.com/NiVQJyh.png)

<!-- 離train時間太遠, 效果就很差
302
![](https://i.imgur.com/1caITyL.png)
307
![](https://i.imgur.com/wzjXKVi.png)
310
![](https://i.imgur.com/6MkEEs8.png)
318
![](https://i.imgur.com/1yNRPtw.png)
321
![](https://i.imgur.com/2rZPNhe.png) -->
