success

app.py

@@ -141,23 +141,6 @@ def process_file(file,label,info, model_name):
         "-b",str(5)
     ], shell=True)
 
-    # For demonstration purposes, we'll just return the content with the selected model name
-    if(model_name=="FS"):
-        checkpoint="ratio_proportion_change3/output/FS/bert_fine_tuned.model.ep32"
-    elif(model_name=="IS"):
-        checkpoint="ratio_proportion_change3/output/IS/bert_fine_tuned.model.ep14"
-    elif(model_name=="CORRECTNESS"):
-        checkpoint="ratio_proportion_change3/output/correctness/bert_fine_tuned.model.ep48"
-    elif(model_name=="EFFECTIVENESS"):
-        checkpoint="ratio_proportion_change3/output/effectiveness/bert_fine_tuned.model.ep28"
-    else:
-        checkpoint=None
-
-    print(checkpoint)
-    subprocess.run(["python", "src/test_saved_model.py",
-                    "--finetuned_bert_checkpoint",checkpoint
-                    ])
-
     result = {}
     with open("result.txt", 'r') as file:
         for line in file:

result.txt

@@ -1,7 +1,8 @@
 epoch: EP0_test
-accuracy: 44.46517412935324
-avg_loss: 0.0
-precisions: 0.8893034825870647
-recalls: 1.0
-f1_scores: 0.9414088215931534
+avg_loss: 0.8247231508152465
+total_acc: 50.0
+precisions: 0.25
+recalls: 0.5
+f1_scores: 0.3333333333333333
+time_taken_from_start: 74.82294392585754
 auc_score: 0.5