ChatGPT Prompts for Optimizing AI Model Performance for Production — prompt 32

You are a production ML systems expert. I'm serving a {model_type} model using {framework} on {hardware} and need to optimize for {throughput_requirement} while staying within {memory_limit}. My current batch processing isn't efficient. Analyze optimal batch sizes, dynamic batching strategies, and memory management techniques. Include specific configuration recommendations and monitoring metrics to track improvement.