How to initialize weights in PyTorch?
How do I initialize weights and biases of a network (via e.g. He or Xavier initialization)? 10 Answers 10
pytorch
Model summary in pytorch
How do I print the summary of a model in PyTorch like the model.summary() method does in Keras: Model Summary: ____________________________________________________________________________________________________ Layer (type) … Read more
Why do we need to call zero_grad() in PyTorch?
Why does zero_grad() need to be called during training? | zero_grad(self) | Sets gradients of all model parameters to zero. 5 Answers 5
How does the “view” method work in PyTorch?
I am confused about the method view() in the following code snippet. class Net(nn.Module): def __init__(self): super(Net, self).__init__() self.conv1 = nn.Conv2d(3, 6, 5) … Read more
Best way to save a trained model in PyTorch? [closed]
Closed. This question is opinion-based. It is not currently accepting answers. Want to improve this question? Update the question so it can be … Read more
How to check if pytorch is using the GPU?
How do I check if pytorch is using the GPU? It’s possible to detect with nvidia-smi if there is any activity from the … Read more