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Updated 3 years ago
pyTorch Functions.
An short introduction about PyTorch and about the chosen functions.
- torch.zeros()
- torch.transpose()
- torch.randint()
- torch.add()
- torch.log2()
Before we begin, let's install and import PyTorch
# Uncomment and run the appropriate command for your operating system, if required
# Linux / Binder
# !pip install numpy torch==1.7.0+cpu torchvision==0.8.1+cpu torchaudio==0.7.0 -f https://download.pytorch.org/whl/torch_stable.html
# Windows
# !pip install numpy torch==1.7.0+cpu torchvision==0.8.1+cpu torchaudio==0.7.0 -f https://download.pytorch.org/whl/torch_stable.html
# MacOS
# !pip install numpy torch torchvision torchaudio
# Import torch and other required modules
import torch
Function 1 - torch.zeros(size) → Tensor
Returns a tensor filled with the scalar value 0, with the shape defined by the variable argument size.
# Example 1 - working (change this)
torch.zeros(5)
tensor([0., 0., 0., 0., 0.])