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05/03/2021
Bring Your Own Codegen to Deep Learning Compiler
Deep neural networks (DNNs) have been ubiquitously applied in many appli...
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04/29/2021
Tuna: A Static Analysis Approach to Optimizing Deep Neural Networks
We introduce Tuna, a static analysis approach to optimizing deep neural ...
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06/18/2020
Efficient Execution of Quantized Deep Learning Models: A Compiler Approach
A growing number of applications implement predictive functions using de...
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06/04/2020
Nimble: Efficiently Compiling Dynamic Neural Networks for Model Inference
Modern deep neural networks increasingly make use of features such as dy...
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09/07/2018