Add GPU

main.py

@@ -57,19 +57,16 @@ def main(dirnames):
         [t for t in train_set_features[in_cols].agg(' '.join, axis=1)], truncation=True, padding=True)
     dataset = CustomDataset(
         train_set_enc, [int(t) for t in train_set_labels[out_cols[0]]])
-
+    device = torch.device("cuda")
+    model.to(device)
     trainer = Trainer(
         model=model,
-        args=TrainingArguments(
-            output_dir='./res',
-            num_train_epochs=5,
-            per_device_train_batch_size=16,
-            per_device_eval_batch_size=16
-        ),
+        args=TrainingArguments("model"),
         train_dataset=dataset
     )
-
+    print("Starting training...")
     trainer.train()
+    print("Predictions...")
 
     for i in range(len(in_sets)):
         p = os.path.join(dirnames[i], IN_FILE_NAME)