predictionConfiguration

Generated on 8/30/2024

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The "predictionConfiguration" seems to relate to the configuration of prediction models, particularly in the context of machine learning. At WWDC 2024, Apple introduced several updates and tools related to machine learning, particularly in the sessions "What’s new in Create ML" and "Deploy machine learning and AI models on-device with Core ML."

In the session "What’s new in Create ML," there is a focus on time series forecasting, which involves configuring models to predict future values based on historical data. This includes setting up input and forecast window sizes and using the fitted method for training. You can find more about this in the What’s new in Create ML session at 06:07.

Additionally, the session "Deploy machine learning and AI models on-device with Core ML" discusses performance tools and profiling, which are crucial for optimizing prediction configurations. This includes generating performance reports to analyze load and prediction times, which can help in identifying bottlenecks and improving model efficiency. More details can be found in the Deploy machine learning and AI models on-device with Core ML session at 15:27.

Relevant Sessions