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Add batch normalization

pull/4/MERGE
bushuhui 4 years ago
parent
commit
aa652810fc
3 changed files with 2163 additions and 2105 deletions
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      5_nn/2-mlp_bp.ipynb
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      6_pytorch/2_CNN/2-batch-normalization.ipynb
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      references_tips/构建深度神经网络的一些实战建议.md

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5_nn/2-mlp_bp.ipynb
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6_pytorch/2_CNN/2-batch-normalization.ipynb View File

@@ -543,6 +543,14 @@
"source": [
"之后介绍一些著名的网络结构的时候,我们会慢慢认识到批标准化的重要性,使用 pytorch 能够非常方便地添加批标准化层"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## References\n",
"* [透彻分析批归一化Batch Normalization强大作用](https://m.toutiaocdn.com/i6641764088760238595)"
]
}
],
"metadata": {


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references_tips/构建深度神经网络的一些实战建议.md View File

@@ -13,6 +13,7 @@
* Image Segmentation: Tips and Tricks from 39 Kaggle Competitions (2020)
- https://neptune.ai/blog/image-segmentation-tips-and-tricks-from-kaggle-competitions
- https://www.jiqizhixin.com/articles/2020-05-01
* [透彻分析批归一化Batch Normalization强大作用](https://m.toutiaocdn.com/i6641764088760238595)


## 常见的一些tips


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