Columns and DataType Not Explicitly Set on line 374 of hugging_face_torchdynamo_example.py

Hello!

I found an AI-Specific Code smell in your project.
The smell is called: Columns and DataType Not Explicitly Set

You can find more information about it in this paper: https://dl.acm.org/doi/abs/10.1145/3522664.3528620.

According to the paper, the smell is described as follows:

Example:

### Pandas Column Selection
import pandas as pd
df = pd.read_csv('data.csv')
+ df = df[['col1', 'col2', 'col3']]

### Pandas Set DataType
import pandas as pd
- df = pd.read_csv('data.csv')
+ df = pd.read_csv('data.csv', dtype={'col1': 'str', 'col2': 'int', 'col3': 'float'})

You can find the code related to this smell in this link: https://github.com/NVIDIA/TRTorch/blob/2c327c488368c69c29f92a04568c229adb39e5fa/examples/fx/hugging_face_torchdynamo_example.py#L364-L384.

I also found instances of this smell in other files, such as:

.

I hope this information is helpful!

Start with examples/fx/hugging_face_torchdynamo_example.py around lines 364-384 and inspect how the input data is loaded and passed into the example. Clarify the expected columns and data types there, then verify that the example still runs with the explicit schema.