Convert model to Traced-model
时间: 2023-07-07 19:43:26 浏览: 96
To convert a PyTorch model to a traced model, you can use the `torch.jit.trace` function. Here's an example:
```
import torch
# Define your PyTorch model
class MyModel(torch.nn.Module):
def __init__(self):
super(MyModel, self).__init__()
self.linear = torch.nn.Linear(1, 1)
def forward(self, x):
return self.linear(x)
# Create an instance of your model
model = MyModel()
# Create some example input data
x = torch.randn(1, 1)
# Trace the model with the input data
traced_model = torch.jit.trace(model, x)
# Save the traced model to a file
traced_model.save("traced_model.pt")
```
In this example, we define a simple `MyModel` class and create an instance of it. We then create some example input data (`x`) and use the `torch.jit.trace` function to trace the model with that input data. Finally, we save the traced model to a file called `traced_model.pt`.