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add pytorch demo
master
zuokuijun
3 years ago
parent
29bd5403a0
commit
3ba7ea6f6f
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._References.md
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2_knn/._knn_classification_EN.ipynb
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._References.md
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References.md
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@@ -10,7 +10,20 @@
* [《动手学深度学习》- PyTorch版本](https://tangshusen.me/Dive-into-DL-PyTorch/#/)
* [Introduction — Neuromatch Academy: Deep Learning](https://deeplearning.neuromatch.io/tutorials/intro.html)
* [Pytorch 常用代码合集](https://mp.weixin.qq.com/s/wqhpwShaW26CIF9K9_QD0g)
* 主要包括如下功能:
* 导入包和版本查询
* 单张显卡设置以及多张显卡设置
* 清楚显存
* 张量处理
* 计算两组数据之间的欧式距离
* 模型的定义
* 模型参数量的计算
* 模型的可视化
* 将GPU的数据加载到CPU
* 数据集均方和标准差的处理
* 模型的训练与测试demo
* 模型的保存与断点加载
### 1.2 代码
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