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# Reference
+1. [Why are ML Compilers so Hard?](https://petewarden.com/2021/12/24/why-are-ml-compilers-so-hard/)
1. ["Multi-Level Intermediate Representation" Compiler Infrastructure](https://github.com/tensorflow/mlir)
1. [Sampling can be faster than optimization](https://www.pnas.org/content/116/42/20881)
1. [Layer rotation: a surprisingly powerful indicator of generalization in deep networks](https://arxiv.org/abs/1806.01603v2)