pytorch/examples

the learning rate of word_language_model

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#757 创建于 2020年4月22日

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 (3 评论) (0 反应) (0 负责人)Python (21,634 star) (9,429 fork)batch import
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描述

Hi, I have a question about the learning rate in the example "word_language_model", the init lr = 20, which seems very large, can you tell me why lr is set to equal 20? Thanks a lot! If you have some advices about improving the performance, please let me know and thanks

贡献者指南

技术栈
python
领域
machine learning
议题类型
research
难度面向新贡献者的预计实现难度，1 表示很小改动，5 表示专家级工作。
3
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1-3 hours
活动状态议题当前的可参与程度：新鲜、活跃、陈旧、阻塞或等待维护者输入。
stale
清晰度议题是否清楚说明期望改动、验收标准和下一步。
clear
前置要求
familiarity with neural networkspytorch basics
新手友好度1-100 的估计分数，表示该议题对首次贡献者的友好程度。
30
研究方向
Investigate the learning rate setting in the word language model example (likely in main.py or similar). Review any comments in the code and documentation. Consider writing a small experiment to show the effect of different learning rates. Provide a clear explanation with references to PyTorch documentation.
the learning rate of word_language_model · pytorch/examples#757 | Good First Issue