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모델 저장 폴더 'ckpt' 자동 생성 코드 추가 (Update main_classificaiton.py) #8

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모델 저장 폴더 'ckpt' 자동 생성 코드 추가 (Update main_classificaiton.py) #8

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6 changes: 5 additions & 1 deletion main_classificaiton.py
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Original file line number Diff line number Diff line change
@@ -1,6 +1,7 @@
import torch
import pandas as pd
import numpy as np
import os
from sklearn.metrics import accuracy_score

from models.train_model import Train_Test
Expand Down Expand Up @@ -141,6 +142,9 @@ def save_model(self, best_model, best_model_path):
:param best_model_path: path for saving model
:type best_model_path: str
"""

# make folder to save model
os.makedirs('./ckpt', exist_ok=True)

# save model
torch.save(best_model.state_dict(), best_model_path)
Expand Down Expand Up @@ -223,4 +227,4 @@ def get_dataloader(self, x_data, y_data, batch_size, shuffle):

# DataLoader 구축
data_loader = torch.utils.data.DataLoader(dataset, batch_size=batch_size, shuffle=shuffle)
return data_loader
return data_loader