Updating genism syntax due to method deprecation

app.py

@@ -51,8 +51,8 @@ def syns(word):
 
 
 w2v = dict({})
-for idx, key in enumerate(glove_vectors.wv.vocab):
-    w2v[key] = glove_vectors.wv.get_vector(key)
+for idx, key in enumerate(glove_vectors.key_to_index.keys()):
+    w2v[key] = glove_vectors.get_vector(key)
 
 
 def calculate_diversity(text):
@@ -162,7 +162,7 @@ def stats(text):
 
 def predict(text, tokenizer=tokenizer):
     model.eval()
-    model.to(device)
+    model.to('cpu')
 
     def prepare_data(text, tokenizer):
         input_ids = []
@@ -188,8 +188,8 @@ def predict(text, tokenizer=tokenizer):
     tokenized_example_text = prepare_data(text, tokenizer)
     with torch.no_grad():
         result = model(
-            tokenized_example_text['input_ids'].to(device),
-            attention_mask=tokenized_example_text['attention_masks'].to(device),
+            tokenized_example_text['input_ids'].to('cpu'),
+            attention_mask=tokenized_example_text['attention_masks'].to('cpu'),
             return_dict=True
         ).logits