When Performance Matters: SageMaker Neo’s 25x Speed Promise for ML Inference

Machine learning engineers know the frustration well. You’ve spent weeks perfecting a model that achieves impressive accuracy in training, only to discover it crawls when deployed for real-time predictions. The choice becomes stark: accept poor performance or spend months manually optimizing for your target hardware. Amazon SageMaker Neo eliminates this painful trade-off entirely. The service […]

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