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更新60分钟入门PyTorch
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fengdu78 committed Oct 13, 2019
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"# 60分钟入门深度学习工具-PyTorch(目录)"
]
},
{
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"metadata": {},
"source": [
"**作者**:Soumith Chintala\n",
"\n",
"原文翻译自:https://pytorch.org/tutorials/beginner/deep_learning_60min_blitz.html\n",
" \n",
"中文翻译、注释制作:黄海广\n",
"\n",
"github:https://github.com/fengdu78\n",
"\n",
"代码全部测试通过。\n",
"\n",
"配置环境:PyTorch 1.0,Python 3.6\n",
"\n",
"主机:显卡:一块1080ti;内存:32g(注:绝大部分代码不需要GPU)\n",
"![公众号](images/gongzhong.jpg)\n",
" "
]
},
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"source": [
"## 本教程的目标:\n",
"\n",
"* 在高层次上理解PyTorch的张量(Tensor)库和神经网络\n",
"* 训练一个小型神经网络对图像进行分类\n",
"* 本教程假设您对numpy有基本的了解\n",
"\n",
"**注意**: 务必确认您已经安装了 torch 和 torchvision 两个包。"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## 目录"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"* 1.[Pytorch是什么?](60分钟入门PyTorch-1.PyTorch是什么?.ipynb)\n",
"* 2.[AUTOGRAD](60分钟入门PyTorch-2.AUTOGRAD.ipynb)\n",
"* 3.[神经网络](60分钟入门PyTorch-3.神经网络.ipynb)\n",
"* 4.[训练一个分类器](60分钟入门PyTorch-4.训练一个分类器.ipynb)\n",
"* 5.[数据并行](60分钟入门PyTorch-5.数据并行.ipynb)"
]
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