from torchsummary import summary下载
时间: 2023-11-17 12:04:37 浏览: 44
from torchsummary import summary可以通过pip install torchsummary或者git clone https://github.com/sksq96/pytorch-summary进行下载。你可以按照下述格式使用TorchSummary:
from torchsummary import summary
summary(model, input_size=(channels, H, W))
或者
from torchsummary import summary
summary(model, input_size, batch_size=-1, device="cuda")
相关问题
from torchsummary import summary
Sorry, as an AI language model, I don't have the ability to install packages or libraries. However, I can provide you with the code for using the torchsummary package once it is installed. Here's an example:
```
import torch
from torchsummary import summary
model = torch.nn.Sequential(
torch.nn.Conv2d(3, 64, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1)),
torch.nn.ReLU(),
torch.nn.MaxPool2d(kernel_size=2, stride=2),
torch.nn.Conv2d(64, 128, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1)),
torch.nn.ReLU(),
torch.nn.MaxPool2d(kernel_size=2, stride=2),
torch.nn.Conv2d(128, 256, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1)),
torch.nn.ReLU(),
torch.nn.MaxPool2d(kernel_size=2, stride=2),
torch.nn.Flatten(),
torch.nn.Linear(2304, 10),
torch.nn.Softmax(dim=1)
)
summary(model, input_size=(3, 32, 32))
```
This code defines a simple CNN model and uses the `summary` function from the `torchsummary` package to print out a summary of the model architecture and the number of parameters in each layer. The `input_size` argument specifies the size of the input tensor.
from torchsummary import summary ModuleNotFoundError: No module named 'torchsummary'
这个错误提示表明你的Python环境中没有安装名为torchsummary的模块,因此无法导入该模块中的summary函数。解决这个问题的方法是使用pip命令安装torchsummary模块。你可以在终端中运行以下命令来安装该模块:
```shell
pip install torchsummary
```
如果你已经安装了该模块但仍然出现这个错误,可能是因为该模块被安装到了不同的Python环境中。你可以使用conda命令查看当前Python环境的路径,并使用该路径下的pip命令来安装该模块。具体步骤如下:
1. 在终端中输入以下命令查看conda路径:
```shell
conda info
```
2. 找到路径后,将路径复制并添加/bin/pip,例如:
```shell
/Users/xxx/opt/ENTER/envs/pytorch/bin/pip
```
3. 在终端中输入以下命令使用该pip命令来安装torchsummary模块:
```shell
/Users/xxx/opt/ENTER/envs/pytorch/bin/pip install torchsummary
```
相关推荐
![](https://csdnimg.cn/download_wenku/file_type_ask_c1.png)
![](https://csdnimg.cn/download_wenku/file_type_ask_c1.png)
![](https://csdnimg.cn/download_wenku/file_type_ask_c1.png)
![](https://csdnimg.cn/download_wenku/file_type_ask_c1.png)
![](https://csdnimg.cn/download_wenku/file_type_ask_c1.png)
![](https://csdnimg.cn/download_wenku/file_type_ask_c1.png)
![](https://csdnimg.cn/download_wenku/file_type_ask_c1.png)
![](https://csdnimg.cn/download_wenku/file_type_ask_c1.png)
![](https://csdnimg.cn/download_wenku/file_type_ask_c1.png)
![](https://csdnimg.cn/download_wenku/file_type_ask_c1.png)
![](https://csdnimg.cn/download_wenku/file_type_ask_c1.png)
![](https://csdnimg.cn/download_wenku/file_type_ask_c1.png)
![](https://csdnimg.cn/download_wenku/file_type_ask_c1.png)
![](https://csdnimg.cn/download_wenku/file_type_ask_c1.png)
![zip](https://img-home.csdnimg.cn/images/20210720083736.png)
![zip](https://img-home.csdnimg.cn/images/20210720083736.png)
![zip](https://img-home.csdnimg.cn/images/20210720083736.png)