PyTorch torch.load_state_dict Function
Pytorch torch Reference Manual
torch.load_state_dictIt is a function in PyTorch used to load state dictionaries. It loads the state of model optimizers, etc., from a dictionary object.
Function Definition
torch.load_state_dict(state_dict, strict=True)
Usage Example
Example
import torch
import torch.nn as nn
# Define a simple model
model = nn.Linear(10, 5)
# Save the model state dictionary
state_dict = model.state_dict()
torch.save(state_dict, 'model_state.pt')
# Load the state dictionary
loaded_state = torch.load('model_state.pt')
model.load_state_dict(loaded_state)
print("State dict loaded successfully!")
import torch.nn as nn
# Define a simple model
model = nn.Linear(10, 5)
# Save the model state dictionary
state_dict = model.state_dict()
torch.save(state_dict, 'model_state.pt')
# Load the state dictionary
loaded_state = torch.load('model_state.pt')
model.load_state_dict(loaded_state)
print("State dict loaded successfully!")
Other Extensions