Interestingly, compiling faster rcnn and mask rcnn from PyTorch, enabled by the PR https://github.com/apache/incubator-tvm/pull/6449, takes less than 3 min on my laptop. I wonder where the difference in compilation time between TF and PyTorch comes from.