Upload config.py

config.py

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+# -*- coding: utf-8 -*-
+"""
+@author: Van Duc <vvduc03@gmail.com>
+"""
+"""Import necessary packages"""
+import torch
+
+from torchvision import transforms
+
+# Image and caption root
+train = 'data/train'
+val = 'data/val'
+test = 'data/test'
+
+# Image and caption path
+captions = 'captions.json'
+images = 'image'
+
+# Log path and save path
+log_path = 'logdir'
+save_path = 'savedir'
+
+# Device
+device = 'cuda' if torch.cuda.is_available() else 'cpu'
+
+# All Parameters you can tune
+lr = 3e-4
+epochs = 100
+embed_size = 256
+hidden_size = 256
+num_layer = 1
+num_workers = 4
+batch_size = 16
+
+# Save, load model
+load_model = True
+save_model = True
+
+# Compose transform image
+transform = transforms.Compose(
+        [
+            transforms.Resize((224, 224)),
+            transforms.RandomHorizontalFlip(0.5),
+            transforms.RandomGrayscale(0.05),
+            transforms.ToTensor(),
+            transforms.Normalize((0.485, 0.456, 0.406), (0.229, 0.224, 0.225)),
+            # transforms.Normalize((0.5, 0.5, 0.5), (1., 1., 1.)),
+        ]
+    )