tensor operations round

Author: Chainbreaker7747

content/pytorch/concepts/tensor-operations/terms/round/round.md

@@ -1,41 +1,45 @@
 ---
 Title: 'round.()'
-Description: 'Rounds each element to the nearest integer or specified number of decimals.
+Description: 'Rounds each element to the nearest integer or specified number of decimals.'
 Subjects:
- - 'Computer Science'
- - 'Machine Learning'
- - 'Data Science'
+  - 'Computer Science'
+  - 'Machine Learning'
+  - 'Data Science'
 Tags:
- - 'Round'
- - 'Python'
- - 'Tensor'
- - 'Computer Science'
-Catalog Content:
- - 'intro-to-py-torch-and-neural-networks'
- - 'paths/computer-science'
- - 'paths/machine-learning'
- - 'paths/data-science
+  - 'Round'
+  - 'Python'
+  - 'Tensor'
+  - 'Computer Science'
+CatalogContent:
+  - 'intro-to-py-torch-and-neural-networks'
+  - 'paths/computer-science'
+  - 'paths/machine-learning'
+  - 'paths/data-science'
 ---
 
-In PyTorch, the **'.round'** function returns a new [tensor](https://docs.pytorch.org/docs/stable/generated/torch.round.html#torch.round) rounded to the nearest integer.
+In PyTorch, the **`.round`** function returns a new [tensor](https://docs.pytorch.org/docs/stable/generated/torch.round.html#torch.round) rounded to the nearest integer.
 
 ## Syntax
 
-```torch.round(input, decimals=0)
 ```
+torch.round(input, decimals=0)
+```
+
 - `input`: (tensor) the input tensor to be rounded.
 - `decimals`: (int) Number of decimal places to round to (default: 0). If decimals is negative, it specifies the number of positions to the left of the decimal point.
 
 ## Examples
 
+```python
 torch.round(torch.tensor((4.7, -2.3, 9.1, -7.7)))
 
 # Values equidistant from two integers are rounded towards the
-#   the nearest even value (zero is treated as even)
+# the nearest even value (zero is treated as even)
 torch.round(torch.tensor([-0.5, 0.5, 1.5, 2.5]))
 
 # A positive decimals argument rounds to the to that decimal place
 torch.round(torch.tensor([0.1234567]), decimals=3)
 
 # A negative decimals argument rounds to the left of the decimal
-torch.round(torch.tensor([1200.1234567]), decimals=-3)
+torch.round(torch.tensor([1200.1234567]), decimals=-3)
+```