diff --git a/ComixGAN/model.py b/ComixGAN/model.py
index 6d56278..ec3439f 100644
--- a/ComixGAN/model.py
+++ b/ComixGAN/model.py
@@ -13,7 +13,7 @@ class ComixGAN:
             raise FileNotFoundError(errno.ENOENT, os.strerror(errno.ENOENT), settings.COMIX_GAN_MODEL_PATH)
         self.graph = tf.Graph()
         config = tf.ConfigProto()
-        config.gpu_options.per_process_gpu_memory_fraction = 0.8
+        config.gpu_options.per_process_gpu_memory_fraction = 0.6
         config.gpu_options.allow_growth = True
         self.session = tf.Session(graph=self.graph, config=config)
         with self.graph.as_default():
diff --git a/neural_image_assessment/model.py b/neural_image_assessment/model.py
index feead33..18731cd 100644
--- a/neural_image_assessment/model.py
+++ b/neural_image_assessment/model.py
@@ -16,7 +16,7 @@ class NeuralImageAssessment:
             raise FileNotFoundError(errno.ENOENT, os.strerror(errno.ENOENT), settings.NIMA_MODEL_PATH)
         self.graph = tf.Graph()
         config = tf.ConfigProto()
-        config.gpu_options.per_process_gpu_memory_fraction = 0.8
+        config.gpu_options.per_process_gpu_memory_fraction = 0.6
         config.gpu_options.allow_growth = True
         self.session = tf.Session(graph=self.graph, config=config)
         with self.graph.as_default():
diff --git a/style_transfer/style_transfer.py b/style_transfer/style_transfer.py
index 42ef6fc..f45c896 100644
--- a/style_transfer/style_transfer.py
+++ b/style_transfer/style_transfer.py
@@ -51,7 +51,7 @@ class StyleTransfer():
 
         with comixGAN.graph.as_default():
             with comixGAN.session.as_default():
-                batch_size = 5
+                batch_size = 4
                 stylized_imgs = []
                 for i in range(0, len(frames), batch_size):
                     batch_of_frames = ((np.stack(frames[i:i + batch_size]) / 255) * 2) - 1