Update app.py

app.py

@@ -5,7 +5,23 @@ import torch
 import numpy as np
 import regex as re
 
+from pysentimiento.preprocessing import preprocess_tweet
 
+from torch.utils.data import TensorDataset, DataLoader, RandomSampler, SequentialSampler
+from transformers import AutoTokenizer, AutoModelForSequenceClassification,AdamW
+tokenizer = AutoTokenizer.from_pretrained('hackathon-pln-es/twitter_sexismo-finetuned-robertuito-exist2021')
+model = AutoModelForSequenceClassification.from_pretrained("hackathon-pln-es/twitter_sexismo-finetuned-robertuito-exist2021")
+
+import torch
+if torch.cuda.is_available():  
+    device = torch.device(	"cuda")
+    print('I will use the GPU:', torch.cuda.get_device_name(0))
+    
+else:
+    print('No GPU available, using the CPU instead.')
+    device = torch.device("cpu")
+
+    
 consumer_key = "BjipwQslVG4vBdy4qK318KnoA"
 consumer_secret = "3fzL70v9faklrPgvTi3zbofw9rwk92fgGdtAslFkFYt8kGmqBJ"
 access_token = "1217853705086799872-Y5zEChpTeKccuLY3XJRXDPPZhNrlba"