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 = 224ֳ—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.