TVM: An Automated End-to-End Optimizing Compiler for Deep …
https://arxiv.org/abs/1802.04799
WEBFeb 12, 2018 · TVM solves optimization challenges specific to deep learning, such as high-level operator fusion, mapping to arbitrary hardware primitives, and memory latency hiding. It also automates optimization of low-level programs to hardware characteristics by employing a novel, learning-based cost modeling method for rapid exploration of code …
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