Resource exhausted while training Xception model on flower_dataset with tensorflow-gpu-2.4.0

Question

I am having issues while training the TensorFlow model on a flower-dataset of 5 classes. There are 3000+ pictures of flowers in 5 classes. I have installed the necessary library