jupyterlab如何从net.ipynb引入生成器和判别器模型到train.ipynb
时间: 2024-05-10 08:15:59 浏览: 148
可以使用以下步骤将生成器和判别器模型从 `net.ipynb` 引入到 `train.ipynb`:
1. 首先,在 `net.ipynb` 中定义生成器和判别器模型,并将它们保存为 `.pt` 文件,例如:
```python
# 定义生成器和判别器
generator = ...
discriminator = ...
# 将模型保存为.pt文件
torch.save(generator.state_dict(), 'generator.pt')
torch.save(discriminator.state_dict(), 'discriminator.pt')
```
2. 然后,在 `train.ipynb` 中导入生成器和判别器模型,并加载它们的权重:
```python
# 导入必要的库
import torch
# 加载生成器和判别器模型
generator = ...
generator.load_state_dict(torch.load('generator.pt'))
discriminator = ...
discriminator.load_state_dict(torch.load('discriminator.pt'))
```
请注意,`...` 表示需要根据实际情况填写代码。
3. 最后,您可以在 `train.ipynb` 中使用生成器和判别器模型进行训练。
```python
# 使用生成器和判别器进行训练
for epoch in range(num_epochs):
for batch in data_loader:
# 训练生成器和判别器
...
```
希望这可以帮助您将生成器和判别器模型从 `net.ipynb` 引入到 `train.ipynb` 中进行训练。
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