Optimize a core kernel for throughput
Company: Anthropic
Role: Software Engineer
Category: Software Engineering Fundamentals
Difficulty: hard
Interview Round: Onsite
Overview: This question evaluates low-level performance optimization competencies, including loop transformations, memory-access patterns, vectorization, parallelism, operator fusion, and minimizing allocations while preserving identical output semantics.
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