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ML Inference Under Constraints

HardSystem Design00:00
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Your question is ML Inference Under Constraints. Take a moment with it on the right.

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Problem

Given a requirement for an autonomous navigation module, how would you design a scalable ML inference pipeline that operates under strict onboard compute constraints?