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Tensor Evolution: A framework for Fast Evaluation of Tensor Computations using Recurrences
This paper introduces a new mathematical framework for analysis and optimization of tensor expressions within an enclosing loop. Tensors are multi-dimensional arrays of values. They are common in high performance computing (HPC) and machine learning domains. Our framework extends Scalar Evolution -- an important optimization pass implemented in both LLVM …