I think @yongwww mentioned in a previous posts that some people is working on 
this?. Maybe he can tell how far is this support.

https://discuss.tvm.ai/t/relay-does-relay-frontend-support-dynamic-input-shapes/1604/7?u=tico

https://discuss.tvm.ai/t/where-vs-select-operators-in-the-tensorflow-frontend/3373/10?u=tico

In addition, there are multiple posts in this topic. I also hope to that TVM 
supports this in the near future

https://discuss.tvm.ai/t/relay-compile-a-model-with-dynamic-input-shapes-by-relay/1538

https://discuss.tvm.ai/t/how-to-support-tf-tensorarray/1983





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