You Need to Train a Computer Vision Model That Predicts

question 29

Multiple Choice

You need to train a computer vision model that predicts the type of government ID present in a given image using a GPU-powered virtual machine on Compute Engine. You use the following parameters: Optimizer: SGD Image shape = 224×224 Batch size = 64 Epochs = 10 Verbose =2 During training you encounter the following error: ResourceExhaustedError: Out Of Memory (OOM) when allocating tensor . What should you do?

• A) Change the optimizer.
• B) Reduce the batch size.
• C) Change the learning rate.
• D) Reduce the image shape.