@ptrblck
Thank you. Solved by changing to a smaller kernel.
If I want to enlarge my input, do you have some suggestions of it with torchtext ? I use torchtext to pre-process my text data.
SENTI_TOKENS = data.Field(batch_first=True,
                          tokenize=tokenize_and_cut,
                          preprocessing=tokenizer.convert_tokens_to_ids)