Good software engineering practice demands generalization and abstraction, whereas high performance demands specialization and concretization. These goals are at odds, and compilers only rarely translate expressive high-level programs to modern hardware platforms. Generative programming is a promising alternative.
Lightweight Modular Staging: A Pragmatic Approach to Runtime Code Generation and Compiled DSLs
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