wow, supporting mask rcnn is a great achievement! I was also trying to support 
mask rcnn in torch, but I was stuck at dynamic nms. 
https://discuss.tvm.ai/t/supporting-non-maximum-suppresion-op-with-dynamic-output-shape/5818/

Is "pending dynamic NMS PR" going to be useful to pytorch use case?

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