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.

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Definitions:

Cartels

associations of independent businesses formed to control production, pricing, and marketing to monopolize a market or restrict competition.

Antitrust Laws

Legislation designed to promote fair competition for the benefit of consumers, preventing monopolies and other activities that restrict trade.

Cooperation

Cooperation refers to the act of working together towards a common goal or interest, often leading to mutual benefits and achievements.

Oligopoly

A market situation in which a small number of sellers constitutes the entire industry. It is competition among the few.