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MLIR: Compiler Infrastructure
This lecture discusses MLIR, a compiler infrastructure designed to scale for domain-specific computation. It covers the need for multiple abstraction levels in optimization, the challenges of designing abstractions, and the importance of maintaining higher-level semantics. The presentation also explores the structure of MLIR, its design principles emphasizing parsimony, traceability, and progressivity, and its application in database systems.
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