Update classifier.py

classifier.py

@@ -1,12 +1,12 @@
 import spaces
 from transformers import pipeline
 
-@spaces.GPU(duration=60)
+#@spaces.GPU(duration=60)
 def classify(tweet, event_model, hftoken, threshold):
     
     # event type prediction
     event_predictor = pipeline(task="text-classification", model=event_model, 
-                               batch_size=512, token=hftoken)
+                               batch_size=512, token=hftoken, device_map="auto")
     tokenizer_kwargs = {'padding': True, 'truncation': True, 'max_length': 512}
 
     results = {"text": None,  "event": None, "score": None}