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There is an increasing need to bring machine learning to a wide diversity of hardware devices. Current frameworks rely on vendor… Expand Image processing pipelines combine the challenges of stencil computations and stream programs. They are composed of large graphs… Expand Modern computer architectures designed with high-performance microprocessors offer tremendous potential gains in performance over… Expand We describe a translation validation infrastructure for the GNU C compiler. During the compilation the infrastructure compares… Expand Compiler infrastructures that support experimental research are crucial to the advancement of high-performance computing. New… Expand In the last three decades a large number of compiler transformations for optimizing programs have been implemented. Most… Expand Abstract Three parallel algorithms for classical molecular dynamics are presented. The first assigns each processor a fixed… Expand This book shows how continuation-passing style is used as an intermediate representation to perform optimizations and program… Expand 1 Introduction 1.1 Language Processors 1.2 The Structure of a Compiler 1.3 The Evolution of Programming Languages 1.4 The Science… Expand Dependence graphs can be used as a vehicle for formulating and implementing compiler optimizations. This paper defines such… Expand