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Created 4 years ago
Five Basic Pytorch tensor
Subtitle Here
An short introduction about PyTorch and about the chosen functions.
- torch.clamp
- torch.histc
- torch.where
- torch.Backward
- torch.mean
# Import torch and other required modules
import torch
import numpy as np
Function 1 - torch.clamp
The function limits the vaules of the elements in the tensor to be between a max and a min thereby defining a range for the tensor to be in
inputs
1.minimium value
2. maximum value
- tensor shape.
#outputs
the changed tensor which has values replaced by either min or maximum.
t = torch.tensor([[0, 200, 102, 866, 44, 5, 800, -91], [80, 143, 1200, 666, 424, 52, 1030, 989.]])As you can see it changed the tensor with the following min and max values