Huawei Cloud ModelArts provides ModelBox, a tool for device-edge-cloud joint development, enabling efficient deployment across multiple environments. Some of its key optimization policies include:
Hardware affinity: Ensures that the models are optimized to run efficiently on the target hardware.
Operator optimization: Improves the performance of AI operators for better model execution.
Automatic segmentation of operators: Automatically segments operators for optimized distribution across devices, edges, and clouds.
Model replication is not an optimization policy offered by ModelBox.
[Reference: Huawei HCIA-AI Certification, Introduction to Huawei AI Platforms – ModelArts and ModelBox., , ]
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