Azure / Azure/MachineLearningNotebooks

AutoML Python SDK, Beginning Model Selection doesn't work. Iteration times out.

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Jupyter Notebook
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描述

It doesn't work further. I tried with a very small data subset of just 100 observations and it worked. When I use it for a large dataset it doesn't work further. it stuck at iteration 0 and finally after 3 hours it times out. I tried with other subscriptions as well and it's the same. It's been 3 or 4 weeks and I am stuck and don't know what to do.

I have already run the same code a few months back and it ran and gave the output. But from the few weeks, it's not working further. I have tried my other old codes as well and they also get stuck here at the iteration.

![Screenshot 2021-05-11 223625](https://user-images.githubusercontent.com/82085316/117937880-10fad280-b324-11eb-9a30-e273eeb28c0c.png)

![Screenshot 2021-05-11 223525](https://user-images.githubusercontent.com/82085316/117937939-2243df00-b324-11eb-81ac-b9ba367df7be.png)

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研究方向

首先重現 issue 中所描述的 AutoML Python SDK 模型選擇執行,比較包含 100 筆觀測值的資料集與較大的資料集,並檢查 iteration 0 在哪裡停止。完成的標準是找出較大的執行為何會逾時,並確認模型選擇能在不逾時的情況下成功完成。

由索引模型根據 Issue 內容生成。

評估

技術堆疊
azure, jupyter-notebook, machine-learning, python
領域
cloud, machine-learning
Issue 類型
缺陷
難度
4/5
預估耗時
3-5 天
活躍度
停滯
描述清晰度
需要釐清
新手友好度
25/100

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